feat: resolved conflicts

feat: added variable in url and made dashboard sync around that and sharable (#7944 )
* feat: added dynamic variable to the dashboard details * feat: added new component to existing variables * feat: added enhancement to multiselect and select for dyn-variables * feat: added refetch method between all dynamic-variables * feat: correct error handling * feat: correct error handling * feat: enforced non-empty selectedvalues and default value * feat: added client and server side searches * feat: retry on error * feat: correct error handling * feat: handle defautl value in existing variables * feat: lowercase the source for payload * feat: fixed the incorrect assignment of active indices * feat: improved handling of all option * feat: improved the ALL option visuals * feat: handled default value enforcement in existing variables * feat: added unix time to values call * feat: added incomplete data message and info to search * feat: changed dashboard panel call handling with existing variables * feat: adjusted the response type and data with the new API schema for values * feat: code refactor * feat: made dyn-variable option as the default * feat: added test cases for dyn variable creation and completion * feat: updated test cases * feat: added variable in url and made dashboard sync around that and sharable * feat: added test cases * feat: added safety check * feat: enabled url setting on first load itself * feat: code refactor * feat: cleared options query param when on dashboard list page
2026-05-05 01:40:33 +01:00 · 2025-08-20 11:02:16 +05:30 · 2025-08-20 11:02:16 +05:30 · 2025-08-20 11:02:16 +05:30 · 2025-08-20 11:02:16 +05:30 · 2025-08-20 04:04:50 +00:00
617 changed files with 40187 additions and 5680 deletions
--- a/.devenv/docker/clickhouse/compose.yaml
+++ b/.devenv/docker/clickhouse/compose.yaml
@@ -24,7 +24,7 @@ services:
    depends_on:
      - zookeeper
  zookeeper:
-    image: bitnami/zookeeper:3.7.1
+    image: signoz/zookeeper:3.7.1
    container_name: zookeeper
    volumes:
      - ${PWD}/fs/tmp/zookeeper:/bitnami/zookeeper
@@ -40,7 +40,7 @@ services:
      timeout: 5s
      retries: 3
  schema-migrator-sync:
-    image: signoz/signoz-schema-migrator:v0.128.2
+    image: signoz/signoz-schema-migrator:v0.129.0
    container_name: schema-migrator-sync
    command:
      - sync
@@ -53,7 +53,7 @@ services:
        condition: service_healthy
    restart: on-failure
  schema-migrator-async:
-    image: signoz/signoz-schema-migrator:v0.128.2
+    image: signoz/signoz-schema-migrator:v0.129.0
    container_name: schema-migrator-async
    command:
      - async
--- a/.devenv/docker/signoz-otel-collector/compose.yaml
+++ b/.devenv/docker/signoz-otel-collector/compose.yaml
@@ -0,0 +1,29 @@
+services:
+  signoz-otel-collector:
+    image: signoz/signoz-otel-collector:v0.128.2
+    container_name: signoz-otel-collector-dev
+    command:
+      - --config=/etc/otel-collector-config.yaml
+      - --feature-gates=-pkg.translator.prometheus.NormalizeName
+    volumes:
+      - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
+    environment:
+      - OTEL_RESOURCE_ATTRIBUTES=host.name=signoz-host,os.type=linux
+      - LOW_CARDINAL_EXCEPTION_GROUPING=false
+    ports:
+      - "4317:4317" # OTLP gRPC receiver
+      - "4318:4318" # OTLP HTTP receiver
+      - "13133:13133" # health check extension
+    healthcheck:
+      test:
+        - CMD
+        - wget
+        - --spider
+        - -q
+        - localhost:13133
+      interval: 30s
+      timeout: 5s
+      retries: 3
+    restart: unless-stopped
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
--- a/.devenv/docker/signoz-otel-collector/otel-collector-config.yaml
+++ b/.devenv/docker/signoz-otel-collector/otel-collector-config.yaml
@@ -0,0 +1,96 @@
+receivers:
+  otlp:
+    protocols:
+      grpc:
+        endpoint: 0.0.0.0:4317
+      http:
+        endpoint: 0.0.0.0:4318
+  prometheus:
+    config:
+      global:
+        scrape_interval: 60s
+      scrape_configs:
+        - job_name: otel-collector
+          static_configs:
+          - targets:
+              - localhost:8888
+            labels:
+              job_name: otel-collector
+
+processors:
+  batch:
+    send_batch_size: 10000
+    send_batch_max_size: 11000
+    timeout: 10s
+  resourcedetection:
+    # Using OTEL_RESOURCE_ATTRIBUTES envvar, env detector adds custom labels.
+    detectors: [env, system]
+    timeout: 2s
+  signozspanmetrics/delta:
+    metrics_exporter: signozclickhousemetrics
+    metrics_flush_interval: 60s
+    latency_histogram_buckets: [100us, 1ms, 2ms, 6ms, 10ms, 50ms, 100ms, 250ms, 500ms, 1000ms, 1400ms, 2000ms, 5s, 10s, 20s, 40s, 60s ]
+    dimensions_cache_size: 100000
+    aggregation_temporality: AGGREGATION_TEMPORALITY_DELTA
+    enable_exp_histogram: true
+    dimensions:
+      - name: service.namespace
+        default: default
+      - name: deployment.environment
+        default: default
+      # This is added to ensure the uniqueness of the timeseries
+      # Otherwise, identical timeseries produced by multiple replicas of
+      # collectors result in incorrect APM metrics
+      - name: signoz.collector.id
+      - name: service.version
+      - name: browser.platform
+      - name: browser.mobile
+      - name: k8s.cluster.name
+      - name: k8s.node.name
+      - name: k8s.namespace.name
+      - name: host.name
+      - name: host.type
+      - name: container.name
+
+extensions:
+  health_check:
+    endpoint: 0.0.0.0:13133
+  pprof:
+    endpoint: 0.0.0.0:1777
+
+exporters:
+  clickhousetraces:
+    datasource: tcp://host.docker.internal:9000/signoz_traces
+    low_cardinal_exception_grouping: ${env:LOW_CARDINAL_EXCEPTION_GROUPING}
+    use_new_schema: true
+  signozclickhousemetrics:
+    dsn: tcp://host.docker.internal:9000/signoz_metrics
+  clickhouselogsexporter:
+    dsn: tcp://host.docker.internal:9000/signoz_logs
+    timeout: 10s
+    use_new_schema: true
+
+service:
+  telemetry:
+    logs:
+      encoding: json
+  extensions:
+    - health_check
+    - pprof
+  pipelines:
+    traces:
+      receivers: [otlp]
+      processors: [signozspanmetrics/delta, batch]
+      exporters: [clickhousetraces]
+    metrics:
+      receivers: [otlp]
+      processors: [batch]
+      exporters: [signozclickhousemetrics]
+    metrics/prometheus:
+      receivers: [prometheus]
+      processors: [batch]
+      exporters: [signozclickhousemetrics]
+    logs:
+      receivers: [otlp]
+      processors: [batch]
+      exporters: [clickhouselogsexporter]
--- a/11
+++ b/11
@@ -61,6 +61,17 @@ devenv-postgres: ## Run postgres in devenv
 	@cd .devenv/docker/postgres; \
 	docker compose -f compose.yaml up -d

+.PHONY: devenv-signoz-otel-collector
+devenv-signoz-otel-collector: ## Run signoz-otel-collector in devenv (requires clickhouse to be running)
+	@cd .devenv/docker/signoz-otel-collector; \
+	docker compose -f compose.yaml up -d
+
+.PHONY: devenv-up
+devenv-up: devenv-clickhouse devenv-signoz-otel-collector ## Start both clickhouse and signoz-otel-collector for local development
+	@echo "Development environment is ready!"
+	@echo "   - ClickHouse: http://localhost:8123"
+	@echo "   - Signoz OTel Collector: grpc://localhost:4317, http://localhost:4318"
+
 ##############################################################
 # go commands
 ##############################################################
--- a/conf/example.yaml
+++ b/conf/example.yaml
@@ -121,6 +121,8 @@ telemetrystore:
      timeout_before_checking_execution_speed: 0
      max_bytes_to_read: 0
      max_result_rows: 0
+      ignore_data_skipping_indices: ""
+      secondary_indices_enable_bulk_filtering: false

 ##################### Prometheus #####################
 prometheus:
--- a/deploy/docker-swarm/docker-compose.ha.yaml
+++ b/deploy/docker-swarm/docker-compose.ha.yaml
@@ -39,7 +39,7 @@ x-clickhouse-defaults: &clickhouse-defaults
      hard: 262144
 x-zookeeper-defaults: &zookeeper-defaults
  !!merge <<: *common
-  image: bitnami/zookeeper:3.7.1
+  image: signoz/zookeeper:3.7.1
  user: root
  deploy:
    labels:
@@ -174,7 +174,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.91.0
+    image: signoz/signoz:v0.92.1
    command:
      - --config=/root/config/prometheus.yml
    ports:
@@ -207,7 +207,7 @@ services:
      retries: 3
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:v0.128.2
+    image: signoz/signoz-otel-collector:v0.129.0
    command:
      - --config=/etc/otel-collector-config.yaml
      - --manager-config=/etc/manager-config.yaml
@@ -231,7 +231,7 @@ services:
      - signoz
  schema-migrator:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:v0.128.2
+    image: signoz/signoz-schema-migrator:v0.129.0
    deploy:
      restart_policy:
        condition: on-failure
--- a/deploy/docker-swarm/docker-compose.yaml
+++ b/deploy/docker-swarm/docker-compose.yaml
@@ -38,7 +38,7 @@ x-clickhouse-defaults: &clickhouse-defaults
      hard: 262144
 x-zookeeper-defaults: &zookeeper-defaults
  !!merge <<: *common
-  image: bitnami/zookeeper:3.7.1
+  image: signoz/zookeeper:3.7.1
  user: root
  deploy:
    labels:
@@ -115,7 +115,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.91.0
+    image: signoz/signoz:v0.92.1
    command:
      - --config=/root/config/prometheus.yml
    ports:
@@ -148,7 +148,7 @@ services:
      retries: 3
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:v0.128.2
+    image: signoz/signoz-otel-collector:v0.129.0
    command:
      - --config=/etc/otel-collector-config.yaml
      - --manager-config=/etc/manager-config.yaml
@@ -174,7 +174,7 @@ services:
      - signoz
  schema-migrator:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:v0.128.2
+    image: signoz/signoz-schema-migrator:v0.129.0
    deploy:
      restart_policy:
        condition: on-failure
--- a/deploy/docker/docker-compose.ha.yaml
+++ b/deploy/docker/docker-compose.ha.yaml
@@ -42,7 +42,7 @@ x-clickhouse-defaults: &clickhouse-defaults
      hard: 262144
 x-zookeeper-defaults: &zookeeper-defaults
  !!merge <<: *common
-  image: bitnami/zookeeper:3.7.1
+  image: signoz/zookeeper:3.7.1
  user: root
  labels:
    signoz.io/scrape: "true"
@@ -177,7 +177,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.91.0}
+    image: signoz/signoz:${VERSION:-v0.92.1}
    container_name: signoz
    command:
      - --config=/root/config/prometheus.yml
@@ -211,7 +211,7 @@ services:
  # TODO: support otel-collector multiple replicas. Nginx/Traefik for loadbalancing?
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.128.2}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.129.0}
    container_name: signoz-otel-collector
    command:
      - --config=/etc/otel-collector-config.yaml
@@ -237,7 +237,7 @@ services:
        condition: service_healthy
  schema-migrator-sync:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.128.2}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.0}
    container_name: schema-migrator-sync
    command:
      - sync
@@ -248,7 +248,7 @@ services:
        condition: service_healthy
  schema-migrator-async:
    !!merge <<: *db-depend
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.128.2}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.0}
    container_name: schema-migrator-async
    command:
      - async
--- a/deploy/docker/docker-compose.yaml
+++ b/deploy/docker/docker-compose.yaml
@@ -38,7 +38,7 @@ x-clickhouse-defaults: &clickhouse-defaults
      hard: 262144
 x-zookeeper-defaults: &zookeeper-defaults
  !!merge <<: *common
-  image: bitnami/zookeeper:3.7.1
+  image: signoz/zookeeper:3.7.1
  user: root
  labels:
    signoz.io/scrape: "true"
@@ -110,7 +110,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.91.0}
+    image: signoz/signoz:${VERSION:-v0.92.1}
    container_name: signoz
    command:
      - --config=/root/config/prometheus.yml
@@ -143,7 +143,7 @@ services:
      retries: 3
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.128.2}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.129.0}
    container_name: signoz-otel-collector
    command:
      - --config=/etc/otel-collector-config.yaml
@@ -165,7 +165,7 @@ services:
        condition: service_healthy
  schema-migrator-sync:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.128.2}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.0}
    container_name: schema-migrator-sync
    command:
      - sync
@@ -177,7 +177,7 @@ services:
    restart: on-failure
  schema-migrator-async:
    !!merge <<: *db-depend
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.128.2}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.0}
    container_name: schema-migrator-async
    command:
      - async
--- a/docs/contributing/development.md
+++ b/docs/contributing/development.md
@@ -44,20 +44,35 @@ Before diving in, make sure you have these tools installed:

 SigNoz has three main components: Clickhouse, Backend, and Frontend. Let's set them up one by one.

-### 1. Setting up Clickhouse
+### 1. Setting up ClickHouse

-First, we need to get Clickhouse running:
+First, we need to get ClickHouse running:

 ```bash
 make devenv-clickhouse
 ```

 This command:
- Starts Clickhouse in a single-shard, single-replica cluster
+- Starts ClickHouse in a single-shard, single-replica cluster
 - Sets up Zookeeper
 - Runs the latest schema migrations

-### 2. Starting the Backend
+### 2. Setting up SigNoz OpenTelemetry Collector
+
+Next, start the OpenTelemetry Collector to receive telemetry data:
+
+```bash
+make devenv-signoz-otel-collector
+```
+
+This command:
+- Starts the SigNoz OpenTelemetry Collector
+- Listens on port 4317 (gRPC) and 4318 (HTTP) for incoming telemetry data
+- Forwards data to ClickHouse for storage
+
+> 💡 **Quick Setup**: Use `make devenv-up` to start both ClickHouse and OTel Collector together
+
+### 3. Starting the Backend

 1. Run the backend server:
   ```bash
@@ -73,19 +88,24 @@ This command:

 > 💡 **Tip**: The API server runs at `http://localhost:8080/` by default

-### 3. Setting up the Frontend
+### 4. Setting up the Frontend

-1. Install dependencies:
+1. Navigate to the frontend directory:
+   ```bash
+   cd frontend
+   ```
+
+2. Install dependencies:
   ```bash
   yarn install
   ```

-2. Create a `.env` file in the `frontend` directory:
+3. Create a `.env` file in this directory:
   ```env
   FRONTEND_API_ENDPOINT=http://localhost:8080
   ```

-3. Start the development server:
+4. Start the development server:
   ```bash
   yarn dev
   ```
@@ -93,3 +113,25 @@ This command:
 > 💡 **Tip**: `yarn dev` will automatically rebuild when you make changes to the code

 Now you're all set to start developing! Happy coding! 🎉
+
+## Verifying Your Setup
+To verify everything is working correctly:
+
+1. **Check ClickHouse**: `curl http://localhost:8123/ping` (should return "Ok.")
+2. **Check OTel Collector**: `curl http://localhost:13133` (should return health status)
+3. **Check Backend**: `curl http://localhost:8080/api/v1/health` (should return `{"status":"ok"}`)
+4. **Check Frontend**: Open `http://localhost:3301` in your browser
+
+## How to send test data?
+
+You can now send telemetry data to your local SigNoz instance:
+
+- **OTLP gRPC**: `localhost:4317`
+- **OTLP HTTP**: `localhost:4318`
+
+For example, using `curl` to send a test trace:
+```bash
+curl -X POST http://localhost:4318/v1/traces \
+  -H "Content-Type: application/json" \
+  -d '{"resourceSpans":[{"resource":{"attributes":[{"key":"service.name","value":{"stringValue":"test-service"}}]},"scopeSpans":[{"spans":[{"traceId":"12345678901234567890123456789012","spanId":"1234567890123456","name":"test-span","startTimeUnixNano":"1609459200000000000","endTimeUnixNano":"1609459201000000000"}]}]}]}'
+```
--- a/ee/anomaly/seasonal.go
+++ b/ee/anomaly/seasonal.go
@@ -50,19 +50,14 @@ func (p *BaseSeasonalProvider) getQueryParams(req *AnomaliesRequest) *anomalyQue

 func (p *BaseSeasonalProvider) toTSResults(ctx context.Context, resp *qbtypes.QueryRangeResponse) []*qbtypes.TimeSeriesData {

-	if resp == nil || resp.Data == nil {
+	tsData := []*qbtypes.TimeSeriesData{}
+
+	if resp == nil {
 		p.logger.InfoContext(ctx, "nil response from query range")
+		return tsData
 	}

-	data, ok := resp.Data.(struct {
-		Results  []any    `json:"results"`
-		Warnings []string `json:"warnings"`
-	})
-	if !ok {
-		return nil
-	}
-	tsData := []*qbtypes.TimeSeriesData{}
-	for _, item := range data.Results {
+	for _, item := range resp.Data.Results {
 		if resultData, ok := item.(*qbtypes.TimeSeriesData); ok {
 			tsData = append(tsData, resultData)
 		}
@@ -395,6 +390,11 @@ func (p *BaseSeasonalProvider) getAnomalies(ctx context.Context, orgID valuer.UU
 			continue
 		}

+		// no data;
+		if len(result.Aggregations) == 0 {
+			continue
+		}
+
 		aggOfInterest := result.Aggregations[0]

 		for _, series := range aggOfInterest.Series {
--- a/ee/query-service/app/api/api.go
+++ b/ee/query-service/app/api/api.go
@@ -113,6 +113,8 @@ func (ah *APIHandler) RegisterRoutes(router *mux.Router, am *middleware.AuthZ) {
 	// v5
 	router.HandleFunc("/api/v5/query_range", am.ViewAccess(ah.queryRangeV5)).Methods(http.MethodPost)

+	router.HandleFunc("/api/v5/substitute_vars", am.ViewAccess(ah.QuerierAPI.ReplaceVariables)).Methods(http.MethodPost)
+
 	// Gateway
 	router.PathPrefix(gateway.RoutePrefix).HandlerFunc(am.EditAccess(ah.ServeGatewayHTTP))

--- a/ee/query-service/app/api/queryrange.go
+++ b/ee/query-service/app/api/queryrange.go
@@ -260,11 +260,9 @@ func (aH *APIHandler) queryRangeV5(rw http.ResponseWriter, req *http.Request) {
 		finalResp := &qbtypes.QueryRangeResponse{
 			Type: queryRangeRequest.RequestType,
 			Data: struct {
-				Results  []any    `json:"results"`
-				Warnings []string `json:"warnings"`
+				Results []any `json:"results"`
 			}{
-				Results:  results,
-				Warnings: make([]string, 0), // TODO(srikanthccv): will there be any warnings here?
+				Results: results,
 			},
 			Meta: struct {
 				RowsScanned  uint64 `json:"rowsScanned"`
--- a/ee/query-service/app/server.go
+++ b/ee/query-service/app/server.go
@@ -3,6 +3,7 @@ package app
 import (
 	"context"
 	"fmt"
+	"log/slog"
 	"net"
 	"net/http"
 	_ "net/http/pprof" // http profiler
@@ -18,6 +19,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/http/middleware"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/prometheus"
+	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/signoz"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
@@ -104,6 +106,8 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz, jwt *authtypes.JWT)
 		signoz.TelemetryStore,
 		signoz.Prometheus,
 		signoz.Modules.OrgGetter,
+		signoz.Querier,
+		signoz.Instrumentation.Logger(),
 	)

 	if err != nil {
@@ -421,6 +425,8 @@ func makeRulesManager(
 	telemetryStore telemetrystore.TelemetryStore,
 	prometheus prometheus.Prometheus,
 	orgGetter organization.Getter,
+	querier querier.Querier,
+	logger *slog.Logger,
 ) (*baserules.Manager, error) {
 	// create manager opts
 	managerOpts := &baserules.ManagerOptions{
@@ -429,6 +435,8 @@ func makeRulesManager(
 		Context:             context.Background(),
 		Logger:              zap.L(),
 		Reader:              ch,
+		Querier:             querier,
+		SLogger:             logger,
 		Cache:               cache,
 		EvalDelay:           baseconst.GetEvalDelay(),
 		PrepareTaskFunc:     rules.PrepareTaskFunc,
--- a/ee/query-service/rules/anomaly.go
+++ b/ee/query-service/rules/anomaly.go
@@ -4,17 +4,17 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"log/slog"
 	"math"
 	"strings"
 	"sync"
 	"time"

-	"go.uber.org/zap"
-
 	"github.com/SigNoz/signoz/ee/query-service/anomaly"
 	"github.com/SigNoz/signoz/pkg/cache"
 	"github.com/SigNoz/signoz/pkg/query-service/common"
 	"github.com/SigNoz/signoz/pkg/query-service/model"
+	"github.com/SigNoz/signoz/pkg/transition"
 	ruletypes "github.com/SigNoz/signoz/pkg/types/ruletypes"
 	"github.com/SigNoz/signoz/pkg/valuer"

@@ -30,6 +30,11 @@ import (

 	baserules "github.com/SigNoz/signoz/pkg/query-service/rules"

+	querierV5 "github.com/SigNoz/signoz/pkg/querier"
+
+	anomalyV2 "github.com/SigNoz/signoz/ee/anomaly"
+
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	yaml "gopkg.in/yaml.v2"
 )

@@ -47,7 +52,14 @@ type AnomalyRule struct {
 	// querierV2 is used for alerts created after the introduction of new metrics query builder
 	querierV2 interfaces.Querier

-	provider anomaly.Provider
+	// querierV5 is used for alerts migrated after the introduction of new query builder
+	querierV5 querierV5.Querier
+
+	provider   anomaly.Provider
+	providerV2 anomalyV2.Provider
+
+	version string
+	logger  *slog.Logger

 	seasonality anomaly.Seasonality
 }
@@ -57,11 +69,15 @@ func NewAnomalyRule(
 	orgID valuer.UUID,
 	p *ruletypes.PostableRule,
 	reader interfaces.Reader,
+	querierV5 querierV5.Querier,
+	logger *slog.Logger,
 	cache cache.Cache,
 	opts ...baserules.RuleOption,
 ) (*AnomalyRule, error) {

-	zap.L().Info("creating new AnomalyRule", zap.String("id", id), zap.Any("opts", opts))
+	logger.Info("creating new AnomalyRule", "rule_id", id)
+
+	opts = append(opts, baserules.WithLogger(logger))

 	if p.RuleCondition.CompareOp == ruletypes.ValueIsBelow {
 		target := -1 * *p.RuleCondition.Target
@@ -88,7 +104,7 @@ func NewAnomalyRule(
 		t.seasonality = anomaly.SeasonalityDaily
 	}

-	zap.L().Info("using seasonality", zap.String("seasonality", t.seasonality.String()))
+	logger.Info("using seasonality", "seasonality", t.seasonality.String())

 	querierOptsV2 := querierV2.QuerierOptions{
 		Reader:       reader,
@@ -117,6 +133,27 @@ func NewAnomalyRule(
 			anomaly.WithReader[*anomaly.WeeklyProvider](reader),
 		)
 	}
+
+	if t.seasonality == anomaly.SeasonalityHourly {
+		t.providerV2 = anomalyV2.NewHourlyProvider(
+			anomalyV2.WithQuerier[*anomalyV2.HourlyProvider](querierV5),
+			anomalyV2.WithLogger[*anomalyV2.HourlyProvider](logger),
+		)
+	} else if t.seasonality == anomaly.SeasonalityDaily {
+		t.providerV2 = anomalyV2.NewDailyProvider(
+			anomalyV2.WithQuerier[*anomalyV2.DailyProvider](querierV5),
+			anomalyV2.WithLogger[*anomalyV2.DailyProvider](logger),
+		)
+	} else if t.seasonality == anomaly.SeasonalityWeekly {
+		t.providerV2 = anomalyV2.NewWeeklyProvider(
+			anomalyV2.WithQuerier[*anomalyV2.WeeklyProvider](querierV5),
+			anomalyV2.WithLogger[*anomalyV2.WeeklyProvider](logger),
+		)
+	}
+
+	t.querierV5 = querierV5
+	t.version = p.Version
+	t.logger = logger
 	return &t, nil
 }

@@ -124,9 +161,11 @@ func (r *AnomalyRule) Type() ruletypes.RuleType {
 	return RuleTypeAnomaly
 }

-func (r *AnomalyRule) prepareQueryRange(ts time.Time) (*v3.QueryRangeParamsV3, error) {
+func (r *AnomalyRule) prepareQueryRange(ctx context.Context, ts time.Time) (*v3.QueryRangeParamsV3, error) {

-	zap.L().Info("prepareQueryRange", zap.Int64("ts", ts.UnixMilli()), zap.Int64("evalWindow", r.EvalWindow().Milliseconds()), zap.Int64("evalDelay", r.EvalDelay().Milliseconds()))
+	r.logger.InfoContext(
+		ctx, "prepare query range request v4", "ts", ts.UnixMilli(), "eval_window", r.EvalWindow().Milliseconds(), "eval_delay", r.EvalDelay().Milliseconds(),
+	)

 	start := ts.Add(-time.Duration(r.EvalWindow())).UnixMilli()
 	end := ts.UnixMilli()
@@ -156,13 +195,34 @@ func (r *AnomalyRule) prepareQueryRange(ts time.Time) (*v3.QueryRangeParamsV3, e
 	}, nil
 }

+func (r *AnomalyRule) prepareQueryRangeV5(ctx context.Context, ts time.Time) (*qbtypes.QueryRangeRequest, error) {
+
+	r.logger.InfoContext(ctx, "prepare query range request v5", "ts", ts.UnixMilli(), "eval_window", r.EvalWindow().Milliseconds(), "eval_delay", r.EvalDelay().Milliseconds())
+
+	startTs, endTs := r.Timestamps(ts)
+	start, end := startTs.UnixMilli(), endTs.UnixMilli()
+
+	req := &qbtypes.QueryRangeRequest{
+		Start:       uint64(start),
+		End:         uint64(end),
+		RequestType: qbtypes.RequestTypeTimeSeries,
+		CompositeQuery: qbtypes.CompositeQuery{
+			Queries: make([]qbtypes.QueryEnvelope, 0),
+		},
+		NoCache: true,
+	}
+	req.CompositeQuery.Queries = make([]qbtypes.QueryEnvelope, len(r.Condition().CompositeQuery.Queries))
+	copy(req.CompositeQuery.Queries, r.Condition().CompositeQuery.Queries)
+	return req, nil
+}
+
 func (r *AnomalyRule) GetSelectedQuery() string {
 	return r.Condition().GetSelectedQueryName()
 }

 func (r *AnomalyRule) buildAndRunQuery(ctx context.Context, orgID valuer.UUID, ts time.Time) (ruletypes.Vector, error) {

-	params, err := r.prepareQueryRange(ts)
+	params, err := r.prepareQueryRange(ctx, ts)
 	if err != nil {
 		return nil, err
 	}
@@ -190,7 +250,50 @@ func (r *AnomalyRule) buildAndRunQuery(ctx context.Context, orgID valuer.UUID, t
 	var resultVector ruletypes.Vector

 	scoresJSON, _ := json.Marshal(queryResult.AnomalyScores)
-	zap.L().Info("anomaly scores", zap.String("scores", string(scoresJSON)))
+	r.logger.InfoContext(ctx, "anomaly scores", "scores", string(scoresJSON))
+
+	for _, series := range queryResult.AnomalyScores {
+		smpl, shouldAlert := r.ShouldAlert(*series)
+		if shouldAlert {
+			resultVector = append(resultVector, smpl)
+		}
+	}
+	return resultVector, nil
+}
+
+func (r *AnomalyRule) buildAndRunQueryV5(ctx context.Context, orgID valuer.UUID, ts time.Time) (ruletypes.Vector, error) {
+
+	params, err := r.prepareQueryRangeV5(ctx, ts)
+	if err != nil {
+		return nil, err
+	}
+
+	anomalies, err := r.providerV2.GetAnomalies(ctx, orgID, &anomalyV2.AnomaliesRequest{
+		Params:      *params,
+		Seasonality: anomalyV2.Seasonality{String: valuer.NewString(r.seasonality.String())},
+	})
+	if err != nil {
+		return nil, err
+	}
+
+	var qbResult *qbtypes.TimeSeriesData
+	for _, result := range anomalies.Results {
+		if result.QueryName == r.GetSelectedQuery() {
+			qbResult = result
+			break
+		}
+	}
+
+	if qbResult == nil {
+		r.logger.WarnContext(ctx, "nil qb result", "ts", ts.UnixMilli())
+	}
+
+	queryResult := transition.ConvertV5TimeSeriesDataToV4Result(qbResult)
+
+	var resultVector ruletypes.Vector
+
+	scoresJSON, _ := json.Marshal(queryResult.AnomalyScores)
+	r.logger.InfoContext(ctx, "anomaly scores", "scores", string(scoresJSON))

 	for _, series := range queryResult.AnomalyScores {
 		smpl, shouldAlert := r.ShouldAlert(*series)
@@ -206,8 +309,17 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 	prevState := r.State()

 	valueFormatter := formatter.FromUnit(r.Unit())
-	res, err := r.buildAndRunQuery(ctx, r.OrgID(), ts)

+	var res ruletypes.Vector
+	var err error
+
+	if r.version == "v5" {
+		r.logger.InfoContext(ctx, "running v5 query")
+		res, err = r.buildAndRunQueryV5(ctx, r.OrgID(), ts)
+	} else {
+		r.logger.InfoContext(ctx, "running v4 query")
+		res, err = r.buildAndRunQuery(ctx, r.OrgID(), ts)
+	}
 	if err != nil {
 		return nil, err
 	}
@@ -226,7 +338,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro

 		value := valueFormatter.Format(smpl.V, r.Unit())
 		threshold := valueFormatter.Format(r.TargetVal(), r.Unit())
-		zap.L().Debug("Alert template data for rule", zap.String("name", r.Name()), zap.String("formatter", valueFormatter.Name()), zap.String("value", value), zap.String("threshold", threshold))
+		r.logger.DebugContext(ctx, "Alert template data for rule", "rule_name", r.Name(), "formatter", valueFormatter.Name(), "value", value, "threshold", threshold)

 		tmplData := ruletypes.AlertTemplateData(l, value, threshold)
 		// Inject some convenience variables that are easier to remember for users
@@ -247,7 +359,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 			result, err := tmpl.Expand()
 			if err != nil {
 				result = fmt.Sprintf("<error expanding template: %s>", err)
-				zap.L().Error("Expanding alert template failed", zap.Error(err), zap.Any("data", tmplData))
+				r.logger.ErrorContext(ctx, "Expanding alert template failed", "error", err, "data", tmplData, "rule_name", r.Name())
 			}
 			return result
 		}
@@ -276,7 +388,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 		resultFPs[h] = struct{}{}

 		if _, ok := alerts[h]; ok {
-			zap.L().Error("the alert query returns duplicate records", zap.String("ruleid", r.ID()), zap.Any("alert", alerts[h]))
+			r.logger.ErrorContext(ctx, "the alert query returns duplicate records", "rule_id", r.ID(), "alert", alerts[h])
 			err = fmt.Errorf("duplicate alert found, vector contains metrics with the same labelset after applying alert labels")
 			return nil, err
 		}
@@ -294,7 +406,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 		}
 	}

-	zap.L().Info("number of alerts found", zap.String("name", r.Name()), zap.Int("count", len(alerts)))
+	r.logger.InfoContext(ctx, "number of alerts found", "rule_name", r.Name(), "alerts_count", len(alerts))

 	// alerts[h] is ready, add or update active list now
 	for h, a := range alerts {
@@ -317,7 +429,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 	for fp, a := range r.Active {
 		labelsJSON, err := json.Marshal(a.QueryResultLables)
 		if err != nil {
-			zap.L().Error("error marshaling labels", zap.Error(err), zap.Any("labels", a.Labels))
+			r.logger.ErrorContext(ctx, "error marshaling labels", "error", err, "labels", a.Labels)
 		}
 		if _, ok := resultFPs[fp]; !ok {
 			// If the alert was previously firing, keep it around for a given
--- a/ee/query-service/rules/manager.go
+++ b/ee/query-service/rules/manager.go
@@ -27,6 +27,8 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 			opts.OrgID,
 			opts.Rule,
 			opts.Reader,
+			opts.Querier,
+			opts.SLogger,
 			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
 			baserules.WithSQLStore(opts.SQLStore),
 		)
@@ -47,7 +49,7 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 			ruleId,
 			opts.OrgID,
 			opts.Rule,
-			opts.Logger,
+			opts.SLogger,
 			opts.Reader,
 			opts.ManagerOpts.Prometheus,
 			baserules.WithSQLStore(opts.SQLStore),
@@ -69,6 +71,8 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 			opts.OrgID,
 			opts.Rule,
 			opts.Reader,
+			opts.Querier,
+			opts.SLogger,
 			opts.Cache,
 			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
 			baserules.WithSQLStore(opts.SQLStore),
@@ -126,6 +130,8 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 			opts.OrgID,
 			parsedRule,
 			opts.Reader,
+			opts.Querier,
+			opts.SLogger,
 			baserules.WithSendAlways(),
 			baserules.WithSendUnmatched(),
 			baserules.WithSQLStore(opts.SQLStore),
@@ -143,7 +149,7 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 			alertname,
 			opts.OrgID,
 			parsedRule,
-			opts.Logger,
+			opts.SLogger,
 			opts.Reader,
 			opts.ManagerOpts.Prometheus,
 			baserules.WithSendAlways(),
@@ -162,6 +168,8 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 			opts.OrgID,
 			parsedRule,
 			opts.Reader,
+			opts.Querier,
+			opts.SLogger,
 			opts.Cache,
 			baserules.WithSendAlways(),
 			baserules.WithSendUnmatched(),
--- a/frontend/.eslintrc.js
+++ b/frontend/.eslintrc.js
@@ -1,4 +1,5 @@
 module.exports = {
+	ignorePatterns: ['src/parser/*.ts'],
 	env: {
 		browser: true,
 		es2021: true,
--- a/frontend/.prettierignore
+++ b/frontend/.prettierignore
@@ -8,3 +8,6 @@ public/

 # Ignore all JSON files:
 **/*.json
+
+# Ignore all files in parser folder:
+src/parser/**
--- a/frontend/jest.config.ts
+++ b/frontend/jest.config.ts
@@ -25,7 +25,7 @@ const config: Config.InitialOptions = {
 		'^.+\\.(js|jsx)$': 'babel-jest',
 	},
 	transformIgnorePatterns: [
-		'node_modules/(?!(lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@signozhq/design-tokens|d3-interpolate|d3-color|api)/)',
+		'node_modules/(?!(lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@signozhq/design-tokens|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn)/)',
 	],
 	setupFilesAfterEnv: ['<rootDir>jest.setup.ts'],
 	testPathIgnorePatterns: ['/node_modules/', '/public/'],
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -28,6 +28,8 @@
 	"dependencies": {
 		"@ant-design/colors": "6.0.0",
 		"@ant-design/icons": "4.8.0",
+		"@codemirror/autocomplete": "6.18.6",
+		"@codemirror/lang-javascript": "6.2.3",
 		"@dnd-kit/core": "6.1.0",
 		"@dnd-kit/modifiers": "7.0.0",
 		"@dnd-kit/sortable": "8.0.0",
@@ -44,6 +46,9 @@
 		"@signozhq/design-tokens": "1.1.4",
 		"@tanstack/react-table": "8.20.6",
 		"@tanstack/react-virtual": "3.11.2",
+		"@uiw/codemirror-theme-github": "4.24.1",
+		"@uiw/codemirror-theme-copilot": "4.23.11",
+		"@uiw/react-codemirror": "4.23.10",
 		"@uiw/react-md-editor": "3.23.5",
 		"@visx/group": "3.3.0",
 		"@visx/hierarchy": "3.12.0",
@@ -53,6 +58,7 @@
 		"ansi-to-html": "0.7.2",
 		"antd": "5.11.0",
 		"antd-table-saveas-excel": "2.2.1",
+		"antlr4": "4.13.2",
 		"axios": "1.8.2",
 		"babel-eslint": "^10.1.0",
 		"babel-jest": "^29.6.4",
--- a/frontend/public/locales/en-GB/titles.json
+++ b/frontend/public/locales/en-GB/titles.json
@@ -46,5 +46,8 @@
 	"ALERT_HISTORY": "SigNoz | Alert Rule History",
 	"ALERT_OVERVIEW": "SigNoz | Alert Rule Overview",
 	"INFRASTRUCTURE_MONITORING_HOSTS": "SigNoz | Infra Monitoring",
-	"INFRASTRUCTURE_MONITORING_KUBERNETES": "SigNoz | Infra Monitoring"
+	"INFRASTRUCTURE_MONITORING_KUBERNETES": "SigNoz | Infra Monitoring",
+	"METER_EXPLORER": "SigNoz | Meter Explorer",
+	"METER_EXPLORER_VIEWS": "SigNoz | Meter Explorer Views",
+	"METER": "SigNoz | Meter"
 }
--- a/frontend/public/locales/en/titles.json
+++ b/frontend/public/locales/en/titles.json
@@ -69,5 +69,8 @@
 	"METRICS_EXPLORER": "SigNoz | Metrics Explorer",
 	"METRICS_EXPLORER_EXPLORER": "SigNoz | Metrics Explorer",
 	"METRICS_EXPLORER_VIEWS": "SigNoz | Metrics Explorer",
-	"API_MONITORING": "SigNoz | External APIs"
+	"API_MONITORING": "SigNoz | External APIs",
+	"METER_EXPLORER": "SigNoz | Meter Explorer",
+	"METER_EXPLORER_VIEWS": "SigNoz | Meter Explorer Views",
+	"METER": "SigNoz | Meter"
 }
--- a/frontend/src/AppRoutes/routes.ts
+++ b/frontend/src/AppRoutes/routes.ts
@@ -1,5 +1,6 @@
 import ROUTES from 'constants/routes';
 import MessagingQueues from 'pages/MessagingQueues';
+import MeterExplorer from 'pages/MeterExplorer';
 import { RouteProps } from 'react-router-dom';

 import {
@@ -434,6 +435,28 @@ const routes: AppRoutes[] = [
 		key: 'METRICS_EXPLORER_VIEWS',
 		isPrivate: true,
 	},
+
+	{
+		path: ROUTES.METER,
+		exact: true,
+		component: MeterExplorer,
+		key: 'METER',
+		isPrivate: true,
+	},
+	{
+		path: ROUTES.METER_EXPLORER,
+		exact: true,
+		component: MeterExplorer,
+		key: 'METER_EXPLORER',
+		isPrivate: true,
+	},
+	{
+		path: ROUTES.METER_EXPLORER_VIEWS,
+		exact: true,
+		component: MeterExplorer,
+		key: 'METER_EXPLORER_VIEWS',
+		isPrivate: true,
+	},
 	{
 		path: ROUTES.API_MONITORING,
 		exact: true,
--- a/frontend/src/api/apiV1.ts
+++ b/frontend/src/api/apiV1.ts
@@ -3,6 +3,7 @@ const apiV1 = '/api/v1/';
 export const apiV2 = '/api/v2/';
 export const apiV3 = '/api/v3/';
 export const apiV4 = '/api/v4/';
+export const apiV5 = '/api/v5/';
 export const gatewayApiV1 = '/api/gateway/v1/';
 export const gatewayApiV2 = '/api/gateway/v2/';
 export const apiAlertManager = '/api/alertmanager/';
--- a/frontend/src/api/dashboard/substitute_vars.ts
+++ b/frontend/src/api/dashboard/substitute_vars.ts
@@ -0,0 +1,34 @@
+import { ApiV5Instance } from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { QueryRangePayloadV5 } from 'api/v5/v5';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import { ICompositeMetricQuery } from 'types/api/alerts/compositeQuery';
+
+interface ISubstituteVars {
+	compositeQuery: ICompositeMetricQuery;
+}
+
+export const getSubstituteVars = async (
+	props?: Partial<QueryRangePayloadV5>,
+	signal?: AbortSignal,
+	headers?: Record<string, string>,
+): Promise<SuccessResponseV2<ISubstituteVars>> => {
+	try {
+		const response = await ApiV5Instance.post<{ data: ISubstituteVars }>(
+			'/substitute_vars',
+			props,
+			{
+				signal,
+				headers,
+			},
+		);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
--- a/frontend/src/api/dynamicVariables/getFieldKeys.ts
+++ b/frontend/src/api/dynamicVariables/getFieldKeys.ts
@@ -0,0 +1,34 @@
+import { ApiBaseInstance } from 'api';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+import { FieldKeyResponse } from 'types/api/dynamicVariables/getFieldKeys';
+
+/**
+ * Get field keys for a given signal type
+ * @param signal Type of signal (traces, logs, metrics)
+ * @param name Optional search text
+ */
+export const getFieldKeys = async (
+	signal?: 'traces' | 'logs' | 'metrics',
+	name?: string,
+): Promise<SuccessResponse<FieldKeyResponse> | ErrorResponse> => {
+	const params: Record<string, string> = {};
+
+	if (signal) {
+		params.signal = signal;
+	}
+
+	if (name) {
+		params.name = name;
+	}
+
+	const response = await ApiBaseInstance.get('/fields/keys', { params });
+
+	return {
+		statusCode: 200,
+		error: null,
+		message: response.data.status,
+		payload: response.data.data,
+	};
+};
+
+export default getFieldKeys;
--- a/frontend/src/api/dynamicVariables/getFieldValues.ts
+++ b/frontend/src/api/dynamicVariables/getFieldValues.ts
@@ -0,0 +1,63 @@
+import { ApiBaseInstance } from 'api';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+import { FieldValueResponse } from 'types/api/dynamicVariables/getFieldValues';
+
+/**
+ * Get field values for a given signal type and field name
+ * @param signal Type of signal (traces, logs, metrics)
+ * @param name Name of the attribute for which values are being fetched
+ * @param value Optional search text
+ */
+export const getFieldValues = async (
+	signal?: 'traces' | 'logs' | 'metrics',
+	name?: string,
+	value?: string,
+	startUnixMilli?: number,
+	endUnixMilli?: number,
+): Promise<SuccessResponse<FieldValueResponse> | ErrorResponse> => {
+	const params: Record<string, string> = {};
+
+	if (signal) {
+		params.signal = signal;
+	}
+
+	if (name) {
+		params.name = name;
+	}
+
+	if (value) {
+		params.value = value;
+	}
+
+	if (startUnixMilli) {
+		params.startUnixMilli = Math.floor(startUnixMilli / 1000000).toString();
+	}
+
+	if (endUnixMilli) {
+		params.endUnixMilli = Math.floor(endUnixMilli / 1000000).toString();
+	}
+
+	const response = await ApiBaseInstance.get('/fields/values', { params });
+
+	// Normalize values from different types (stringValues, boolValues, etc.)
+	if (response.data?.data?.values) {
+		const allValues: string[] = [];
+		Object.values(response.data.data.values).forEach((valueArray: any) => {
+			if (Array.isArray(valueArray)) {
+				allValues.push(...valueArray.map(String));
+			}
+		});
+
+		// Add a normalized values array to the response
+		response.data.data.normalizedValues = allValues;
+	}
+
+	return {
+		statusCode: 200,
+		error: null,
+		message: response.data.status,
+		payload: response.data.data,
+	};
+};
+
+export default getFieldValues;
--- a/frontend/src/api/index.ts
+++ b/frontend/src/api/index.ts
@@ -19,6 +19,7 @@ import apiV1, {
 	apiV2,
 	apiV3,
 	apiV4,
+	apiV5,
 	gatewayApiV1,
 	gatewayApiV2,
 } from './apiV1';
@@ -171,6 +172,18 @@ ApiV4Instance.interceptors.response.use(
 ApiV4Instance.interceptors.request.use(interceptorsRequestResponse);
 //

+// axios V5
+export const ApiV5Instance = axios.create({
+	baseURL: `${ENVIRONMENT.baseURL}${apiV5}`,
+});
+
+ApiV5Instance.interceptors.response.use(
+	interceptorsResponse,
+	interceptorRejected,
+);
+ApiV5Instance.interceptors.request.use(interceptorsRequestResponse);
+//
+
 // axios Base
 export const ApiBaseInstance = axios.create({
 	baseURL: `${ENVIRONMENT.baseURL}${apiV1}`,
--- a/frontend/src/api/metrics/getQueryRange.ts
+++ b/frontend/src/api/metrics/getQueryRange.ts
@@ -2,7 +2,7 @@ import { ApiV3Instance, ApiV4Instance } from 'api';
 import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
 import { AxiosError } from 'axios';
 import { ENTITY_VERSION_V4 } from 'constants/app';
-import { ErrorResponse, SuccessResponse } from 'types/api';
+import { ErrorResponse, SuccessResponse, Warning } from 'types/api';
 import {
 	MetricRangePayloadV3,
 	QueryRangePayload,
@@ -13,7 +13,9 @@ export const getMetricsQueryRange = async (
 	version: string,
 	signal: AbortSignal,
 	headers?: Record<string, string>,
-): Promise<SuccessResponse<MetricRangePayloadV3> | ErrorResponse> => {
+): Promise<
+	(SuccessResponse<MetricRangePayloadV3> & { warning?: Warning }) | ErrorResponse
+> => {
 	try {
 		if (version && version === ENTITY_VERSION_V4) {
 			const response = await ApiV4Instance.post('/query_range', props, {
--- a/frontend/src/api/queryBuilder/getAggregateAttribute.ts
+++ b/frontend/src/api/queryBuilder/getAggregateAttribute.ts
@@ -17,6 +17,7 @@ export const getAggregateAttribute = async ({
 	aggregateOperator,
 	searchText,
 	dataSource,
+	source,
 }: IGetAggregateAttributePayload): Promise<
 	SuccessResponse<IQueryAutocompleteResponse> | ErrorResponse
 > => {
@@ -27,7 +28,7 @@ export const getAggregateAttribute = async ({
 			`/autocomplete/aggregate_attributes?${createQueryParams({
 				aggregateOperator,
 				searchText,
-				dataSource,
+				dataSource: source === 'meter' ? 'meter' : dataSource,
 			})}`,
 		);

--- a/frontend/src/api/querySuggestions/getKeySuggestions.ts
+++ b/frontend/src/api/querySuggestions/getKeySuggestions.ts
@@ -0,0 +1,30 @@
+import axios from 'api';
+import { AxiosResponse } from 'axios';
+import {
+	QueryKeyRequestProps,
+	QueryKeySuggestionsResponseProps,
+} from 'types/api/querySuggestions/types';
+
+export const getKeySuggestions = (
+	props: QueryKeyRequestProps,
+): Promise<AxiosResponse<QueryKeySuggestionsResponseProps>> => {
+	const {
+		signal = '',
+		searchText = '',
+		metricName = '',
+		fieldContext = '',
+		fieldDataType = '',
+		signalSource = '',
+	} = props;
+
+	const encodedSignal = encodeURIComponent(signal);
+	const encodedSearchText = encodeURIComponent(searchText);
+	const encodedMetricName = encodeURIComponent(metricName);
+	const encodedFieldContext = encodeURIComponent(fieldContext);
+	const encodedFieldDataType = encodeURIComponent(fieldDataType);
+	const encodedSource = encodeURIComponent(signalSource);
+
+	return axios.get(
+		`/fields/keys?signal=${encodedSignal}&searchText=${encodedSearchText}&metricName=${encodedMetricName}&fieldContext=${encodedFieldContext}&fieldDataType=${encodedFieldDataType}&source=${encodedSource}`,
+	);
+};
--- a/frontend/src/api/querySuggestions/getValueSuggestion.ts
+++ b/frontend/src/api/querySuggestions/getValueSuggestion.ts
@@ -0,0 +1,22 @@
+import axios from 'api';
+import { AxiosResponse } from 'axios';
+import {
+	QueryKeyValueRequestProps,
+	QueryKeyValueSuggestionsResponseProps,
+} from 'types/api/querySuggestions/types';
+
+export const getValueSuggestions = (
+	props: QueryKeyValueRequestProps,
+): Promise<AxiosResponse<QueryKeyValueSuggestionsResponseProps>> => {
+	const { signal, key, searchText, signalSource, metricName } = props;
+
+	const encodedSignal = encodeURIComponent(signal);
+	const encodedKey = encodeURIComponent(key);
+	const encodedMetricName = encodeURIComponent(metricName || '');
+	const encodedSearchText = encodeURIComponent(searchText);
+	const encodedSource = encodeURIComponent(signalSource || '');
+
+	return axios.get(
+		`/fields/values?signal=${encodedSignal}&name=${encodedKey}&searchText=${encodedSearchText}&metricName=${encodedMetricName}&source=${encodedSource}`,
+	);
+};
--- a/frontend/src/api/saveView/getAllViews.ts
+++ b/frontend/src/api/saveView/getAllViews.ts
@@ -4,6 +4,6 @@ import { AllViewsProps } from 'types/api/saveViews/types';
 import { DataSource } from 'types/common/queryBuilder';

 export const getAllViews = (
-	sourcepage: DataSource,
+	sourcepage: DataSource | 'meter',
 ): Promise<AxiosResponse<AllViewsProps>> =>
 	axios.get(`/explorer/views?sourcePage=${sourcepage}`);
--- a/frontend/src/api/v5/queryRange/constants.ts
+++ b/frontend/src/api/v5/queryRange/constants.ts
@@ -0,0 +1,168 @@
+// V5 Query Range Constants
+
+import { ENTITY_VERSION_V5 } from 'constants/app';
+import {
+	FunctionName,
+	RequestType,
+	SignalType,
+	Step,
+} from 'types/api/v5/queryRange';
+
+// ===================== Schema and Version Constants =====================
+
+export const SCHEMA_VERSION_V5 = ENTITY_VERSION_V5;
+export const API_VERSION_V5 = 'v5';
+
+// ===================== Default Values =====================
+
+export const DEFAULT_STEP_INTERVAL: Step = '60s';
+export const DEFAULT_LIMIT = 100;
+export const DEFAULT_OFFSET = 0;
+
+// ===================== Request Type Constants =====================
+
+export const REQUEST_TYPES: Record<string, RequestType> = {
+	SCALAR: 'scalar',
+	TIME_SERIES: 'time_series',
+	RAW: 'raw',
+	DISTRIBUTION: 'distribution',
+} as const;
+
+// ===================== Signal Type Constants =====================
+
+export const SIGNAL_TYPES: Record<string, SignalType> = {
+	TRACES: 'traces',
+	LOGS: 'logs',
+	METRICS: 'metrics',
+} as const;
+
+// ===================== Common Aggregation Expressions =====================
+
+export const TRACE_AGGREGATIONS = {
+	COUNT: 'count()',
+	COUNT_DISTINCT_TRACE_ID: 'count_distinct(traceID)',
+	AVG_DURATION: 'avg(duration_nano)',
+	P50_DURATION: 'p50(duration_nano)',
+	P95_DURATION: 'p95(duration_nano)',
+	P99_DURATION: 'p99(duration_nano)',
+	MAX_DURATION: 'max(duration_nano)',
+	MIN_DURATION: 'min(duration_nano)',
+	SUM_DURATION: 'sum(duration_nano)',
+} as const;
+
+export const LOG_AGGREGATIONS = {
+	COUNT: 'count()',
+	COUNT_DISTINCT_HOST: 'count_distinct(host.name)',
+	COUNT_DISTINCT_SERVICE: 'count_distinct(service.name)',
+	COUNT_DISTINCT_CONTAINER: 'count_distinct(container.name)',
+} as const;
+
+// ===================== Common Filter Expressions =====================
+
+export const COMMON_FILTERS = {
+	// Trace filters
+	SERVER_SPANS: "kind_string = 'Server'",
+	CLIENT_SPANS: "kind_string = 'Client'",
+	INTERNAL_SPANS: "kind_string = 'Internal'",
+	ERROR_SPANS: 'http.status_code >= 400',
+	SUCCESS_SPANS: 'http.status_code < 400',
+
+	// Common service filters
+	EXCLUDE_HEALTH_CHECKS: "http.route != '/health' AND http.route != '/ping'",
+	HTTP_REQUESTS: "http.method != ''",
+
+	// Log filters
+	ERROR_LOGS: "severity_text = 'ERROR'",
+	WARN_LOGS: "severity_text = 'WARN'",
+	INFO_LOGS: "severity_text = 'INFO'",
+	DEBUG_LOGS: "severity_text = 'DEBUG'",
+} as const;
+
+// ===================== Common Group By Fields =====================
+
+export const COMMON_GROUP_BY_FIELDS = {
+	SERVICE_NAME: {
+		name: 'service.name',
+		fieldDataType: 'string' as const,
+		fieldContext: 'resource' as const,
+	},
+	HTTP_METHOD: {
+		name: 'http.method',
+		fieldDataType: 'string' as const,
+		fieldContext: 'attribute' as const,
+	},
+	HTTP_ROUTE: {
+		name: 'http.route',
+		fieldDataType: 'string' as const,
+		fieldContext: 'attribute' as const,
+	},
+	HTTP_STATUS_CODE: {
+		name: 'http.status_code',
+		fieldDataType: 'int64' as const,
+		fieldContext: 'attribute' as const,
+	},
+	HOST_NAME: {
+		name: 'host.name',
+		fieldDataType: 'string' as const,
+		fieldContext: 'resource' as const,
+	},
+	CONTAINER_NAME: {
+		name: 'container.name',
+		fieldDataType: 'string' as const,
+		fieldContext: 'resource' as const,
+	},
+} as const;
+
+// ===================== Function Names =====================
+
+export const FUNCTION_NAMES: Record<string, FunctionName> = {
+	CUT_OFF_MIN: 'cutOffMin',
+	CUT_OFF_MAX: 'cutOffMax',
+	CLAMP_MIN: 'clampMin',
+	CLAMP_MAX: 'clampMax',
+	ABSOLUTE: 'absolute',
+	RUNNING_DIFF: 'runningDiff',
+	LOG2: 'log2',
+	LOG10: 'log10',
+	CUM_SUM: 'cumSum',
+	EWMA3: 'ewma3',
+	EWMA5: 'ewma5',
+	EWMA7: 'ewma7',
+	MEDIAN3: 'median3',
+	MEDIAN5: 'median5',
+	MEDIAN7: 'median7',
+	TIME_SHIFT: 'timeShift',
+	ANOMALY: 'anomaly',
+} as const;
+
+// ===================== Common Step Intervals =====================
+
+export const STEP_INTERVALS = {
+	FIFTEEN_SECONDS: '15s',
+	THIRTY_SECONDS: '30s',
+	ONE_MINUTE: '60s',
+	FIVE_MINUTES: '300s',
+	TEN_MINUTES: '600s',
+	FIFTEEN_MINUTES: '900s',
+	THIRTY_MINUTES: '1800s',
+	ONE_HOUR: '3600s',
+	TWO_HOURS: '7200s',
+	SIX_HOURS: '21600s',
+	TWELVE_HOURS: '43200s',
+	ONE_DAY: '86400s',
+} as const;
+
+// ===================== Time Range Presets =====================
+
+export const TIME_RANGE_PRESETS = {
+	LAST_5_MINUTES: 5 * 60 * 1000,
+	LAST_15_MINUTES: 15 * 60 * 1000,
+	LAST_30_MINUTES: 30 * 60 * 1000,
+	LAST_HOUR: 60 * 60 * 1000,
+	LAST_3_HOURS: 3 * 60 * 60 * 1000,
+	LAST_6_HOURS: 6 * 60 * 60 * 1000,
+	LAST_12_HOURS: 12 * 60 * 60 * 1000,
+	LAST_24_HOURS: 24 * 60 * 60 * 1000,
+	LAST_3_DAYS: 3 * 24 * 60 * 60 * 1000,
+	LAST_7_DAYS: 7 * 24 * 60 * 60 * 1000,
+} as const;
--- a/frontend/src/api/v5/queryRange/convertV5Response.ts
+++ b/frontend/src/api/v5/queryRange/convertV5Response.ts
@@ -0,0 +1,439 @@
+import { cloneDeep, isEmpty } from 'lodash-es';
+import { SuccessResponse, Warning } from 'types/api';
+import { MetricRangePayloadV3 } from 'types/api/metrics/getQueryRange';
+import {
+	DistributionData,
+	MetricRangePayloadV5,
+	QueryRangeRequestV5,
+	RawData,
+	ScalarData,
+	TimeSeriesData,
+} from 'types/api/v5/queryRange';
+import { QueryDataV3 } from 'types/api/widgets/getQuery';
+
+function getColName(
+	col: ScalarData['columns'][number],
+	legendMap: Record<string, string>,
+	aggregationPerQuery: Record<string, any>,
+): string {
+	if (col.columnType === 'group') {
+		return col.name;
+	}
+
+	const aggregation =
+		aggregationPerQuery?.[col.queryName]?.[col.aggregationIndex];
+	const legend = legendMap[col.queryName];
+	const alias = aggregation?.alias;
+	const expression = aggregation?.expression || '';
+	const aggregationsCount = aggregationPerQuery[col.queryName]?.length || 0;
+	const isSingleAggregation = aggregationsCount === 1;
+
+	if (aggregationsCount > 0) {
+		// Single aggregation: Priority is alias > legend > expression
+		if (isSingleAggregation) {
+			return alias || legend || expression || col.queryName;
+		}
+
+		// Multiple aggregations: Each follows single rules BUT never shows legend
+		// Priority: alias > expression (legend is ignored for multiple aggregations)
+		return alias || expression || col.queryName;
+	}
+
+	return legend || col.queryName;
+}
+
+function getColId(
+	col: ScalarData['columns'][number],
+	aggregationPerQuery: Record<string, any>,
+): string {
+	if (col.columnType === 'group') {
+		return col.name;
+	}
+	const aggregation =
+		aggregationPerQuery?.[col.queryName]?.[col.aggregationIndex];
+	const expression = aggregation?.expression || '';
+	const aggregationsCount = aggregationPerQuery[col.queryName]?.length || 0;
+	const isMultipleAggregations = aggregationsCount > 1;
+
+	if (isMultipleAggregations && expression) {
+		return `${col.queryName}.${expression}`;
+	}
+
+	return col.queryName;
+}
+
+/**
+ * Converts V5 TimeSeriesData to legacy format
+ */
+function convertTimeSeriesData(
+	timeSeriesData: TimeSeriesData,
+	legendMap: Record<string, string>,
+): QueryDataV3 {
+	// Convert V5 time series format to legacy QueryDataV3 format
+
+	// Helper function to process series data
+	const processSeriesData = (
+		aggregations: any[],
+		seriesKey:
+			| 'series'
+			| 'predictedSeries'
+			| 'upperBoundSeries'
+			| 'lowerBoundSeries'
+			| 'anomalyScores',
+	): any[] =>
+		aggregations?.flatMap((aggregation) => {
+			const { index, alias } = aggregation;
+			const seriesData = aggregation[seriesKey];
+
+			if (!seriesData || !seriesData.length) {
+				return [];
+			}
+
+			return seriesData.map((series: any) => ({
+				labels: series.labels
+					? Object.fromEntries(
+							series.labels.map((label: any) => [label.key.name, label.value]),
+					  )
+					: {},
+				labelsArray: series.labels
+					? series.labels.map((label: any) => ({ [label.key.name]: label.value }))
+					: [],
+				values: series.values.map((value: any) => ({
+					timestamp: value.timestamp,
+					value: String(value.value),
+				})),
+				metaData: {
+					alias,
+					index,
+					queryName: timeSeriesData.queryName,
+				},
+			}));
+		});
+
+	return {
+		queryName: timeSeriesData.queryName,
+		legend: legendMap[timeSeriesData.queryName] || timeSeriesData.queryName,
+		series: processSeriesData(timeSeriesData?.aggregations, 'series'),
+		predictedSeries: processSeriesData(
+			timeSeriesData?.aggregations,
+			'predictedSeries',
+		),
+		upperBoundSeries: processSeriesData(
+			timeSeriesData?.aggregations,
+			'upperBoundSeries',
+		),
+		lowerBoundSeries: processSeriesData(
+			timeSeriesData?.aggregations,
+			'lowerBoundSeries',
+		),
+		anomalyScores: processSeriesData(
+			timeSeriesData?.aggregations,
+			'anomalyScores',
+		),
+		list: null,
+	};
+}
+
+/**
+ * Converts V5 ScalarData array to legacy format with table structure
+ */
+function convertScalarDataArrayToTable(
+	scalarDataArray: ScalarData[],
+	legendMap: Record<string, string>,
+	aggregationPerQuery: Record<string, any>,
+): QueryDataV3[] {
+	// If no scalar data, return empty structure
+
+	if (!scalarDataArray || scalarDataArray.length === 0) {
+		return [];
+	}
+
+	// Process each scalar data separately to maintain query separation
+	return scalarDataArray?.map((scalarData) => {
+		// Get query name from the first column
+		const queryName = scalarData?.columns?.[0]?.queryName || '';
+
+		if ((scalarData as any)?.aggregations?.length > 0) {
+			return {
+				...convertTimeSeriesData(scalarData as any, legendMap),
+				table: {
+					columns: [],
+					rows: [],
+				},
+				list: null,
+			};
+		}
+
+		// Collect columns for this specific query
+		const columns = scalarData?.columns?.map((col) => ({
+			name: getColName(col, legendMap, aggregationPerQuery),
+			queryName: col.queryName,
+			isValueColumn: col.columnType === 'aggregation',
+			id: getColId(col, aggregationPerQuery),
+		}));
+
+		// Process rows for this specific query
+		const rows = scalarData?.data?.map((dataRow) => {
+			const rowData: Record<string, any> = {};
+
+			scalarData?.columns?.forEach((col, colIndex) => {
+				const columnName = getColName(col, legendMap, aggregationPerQuery);
+				const columnId = getColId(col, aggregationPerQuery);
+				rowData[columnId || columnName] = dataRow[colIndex];
+			});
+
+			return { data: rowData };
+		});
+
+		return {
+			queryName,
+			legend: legendMap[queryName] || '',
+			series: null,
+			list: null,
+			table: {
+				columns,
+				rows,
+			},
+		};
+	});
+}
+
+function convertScalarWithFormatForWeb(
+	scalarDataArray: ScalarData[],
+	legendMap: Record<string, string>,
+	aggregationPerQuery: Record<string, any>,
+): QueryDataV3[] {
+	if (!scalarDataArray || scalarDataArray.length === 0) {
+		return [];
+	}
+
+	return scalarDataArray.map((scalarData) => {
+		const columns =
+			scalarData.columns?.map((col) => {
+				const colName = getColName(col, legendMap, aggregationPerQuery);
+
+				return {
+					name: colName,
+					queryName: col.queryName,
+					isValueColumn: col.columnType === 'aggregation',
+					id: getColId(col, aggregationPerQuery),
+				};
+			}) || [];
+
+		const rows =
+			scalarData.data?.map((dataRow) => {
+				const rowData: Record<string, any> = {};
+				columns?.forEach((col, colIndex) => {
+					rowData[col.id || col.name] = dataRow[colIndex];
+				});
+				return { data: rowData };
+			}) || [];
+
+		const queryName = scalarData.columns?.[0]?.queryName || '';
+
+		return {
+			queryName,
+			legend: legendMap[queryName] || queryName,
+			series: null,
+			list: null,
+			table: {
+				columns,
+				rows,
+			},
+		};
+	});
+}
+
+/**
+ * Converts V5 RawData to legacy format
+ */
+function convertRawData(
+	rawData: RawData,
+	legendMap: Record<string, string>,
+): QueryDataV3 {
+	// Convert V5 raw format to legacy QueryDataV3 format
+	return {
+		queryName: rawData.queryName,
+		legend: legendMap[rawData.queryName] || rawData.queryName,
+		series: null,
+		list: rawData.rows?.map((row) => ({
+			timestamp: row.timestamp,
+			data: {
+				// Map raw data to ILog structure - spread row.data first to include all properties
+				...row.data,
+				date: row.timestamp,
+			} as any,
+		})),
+	};
+}
+
+/**
+ * Converts V5 DistributionData to legacy format
+ */
+function convertDistributionData(
+	distributionData: DistributionData,
+	legendMap: Record<string, string>,
+): any {
+	// eslint-disable-line @typescript-eslint/no-explicit-any
+	// Convert V5 distribution format to legacy histogram format
+	return {
+		...distributionData,
+		legendMap,
+	};
+}
+
+/**
+ * Helper function to convert V5 data based on type
+ */
+function convertV5DataByType(
+	v5Data: any,
+	legendMap: Record<string, string>,
+	aggregationPerQuery: Record<string, any>,
+): MetricRangePayloadV3['data'] {
+	switch (v5Data?.type) {
+		case 'time_series': {
+			const timeSeriesData = v5Data.data.results as TimeSeriesData[];
+			return {
+				resultType: 'time_series',
+				result: timeSeriesData.map((timeSeries) =>
+					convertTimeSeriesData(timeSeries, legendMap),
+				),
+			};
+		}
+		case 'scalar': {
+			const scalarData = v5Data.data.results as ScalarData[];
+			// For scalar data, combine all results into separate table entries
+			const combinedTables = convertScalarDataArrayToTable(
+				scalarData,
+				legendMap,
+				aggregationPerQuery,
+			);
+			return {
+				resultType: 'scalar',
+				result: combinedTables,
+			};
+		}
+		case 'raw': {
+			const rawData = v5Data.data.results as RawData[];
+			return {
+				resultType: 'raw',
+				result: rawData.map((raw) => convertRawData(raw, legendMap)),
+			};
+		}
+		case 'trace': {
+			const traceData = v5Data.data.results as RawData[];
+			return {
+				resultType: 'trace',
+				result: traceData.map((trace) => convertRawData(trace, legendMap)),
+			};
+		}
+		case 'distribution': {
+			const distributionData = v5Data.data.results as DistributionData[];
+			return {
+				resultType: 'distribution',
+				result: distributionData.map((distribution) =>
+					convertDistributionData(distribution, legendMap),
+				),
+			};
+		}
+		default:
+			return {
+				resultType: '',
+				result: [],
+			};
+	}
+}
+
+/**
+ * Converts V5 API response to legacy format expected by frontend components
+ */
+// eslint-disable-next-line sonarjs/cognitive-complexity
+export function convertV5ResponseToLegacy(
+	v5Response: SuccessResponse<MetricRangePayloadV5>,
+	legendMap: Record<string, string>,
+	formatForWeb?: boolean,
+): SuccessResponse<MetricRangePayloadV3> & { warning?: Warning } {
+	const { payload, params } = v5Response;
+	const v5Data = payload?.data;
+
+	const aggregationPerQuery =
+		(params as QueryRangeRequestV5)?.compositeQuery?.queries
+			?.filter((query) => query.type === 'builder_query')
+			.reduce((acc, query) => {
+				if (
+					query.type === 'builder_query' &&
+					'aggregations' in query.spec &&
+					query.spec.name
+				) {
+					acc[query.spec.name] = query.spec.aggregations;
+				}
+				return acc;
+			}, {} as Record<string, any>) || {};
+
+	// If formatForWeb is true, return as-is (like existing logic)
+	if (formatForWeb && v5Data?.type === 'scalar') {
+		const scalarData = v5Data.data.results as ScalarData[];
+		const webTables = convertScalarWithFormatForWeb(
+			scalarData,
+			legendMap,
+			aggregationPerQuery,
+		);
+
+		return {
+			...v5Response,
+			payload: {
+				data: {
+					resultType: 'scalar',
+					result: webTables,
+					warnings: v5Data?.data?.warning || [],
+				},
+				warning: v5Data?.warning || undefined,
+			},
+			warning: v5Data?.warning || undefined,
+		};
+	}
+
+	// Convert based on V5 response type
+	const convertedData = convertV5DataByType(
+		v5Data,
+		legendMap,
+		aggregationPerQuery,
+	);
+
+	// Create legacy-compatible response structure
+	const legacyResponse: SuccessResponse<MetricRangePayloadV3> = {
+		...v5Response,
+		payload: {
+			data: convertedData,
+			warning: v5Response.payload?.data?.warning || undefined,
+		},
+	};
+
+	// Apply legend mapping (similar to existing logic)
+	if (legacyResponse.payload?.data?.result) {
+		legacyResponse.payload.data.result = legacyResponse.payload.data.result.map(
+			(queryData: any) => {
+				// eslint-disable-line @typescript-eslint/no-explicit-any
+				const newQueryData = cloneDeep(queryData);
+				newQueryData.legend = legendMap[queryData.queryName];
+
+				// If metric names is an empty object
+				if (isEmpty(queryData.metric)) {
+					// If metrics list is empty && the user haven't defined a legend then add the legend equal to the name of the query.
+					if (newQueryData.legend === undefined || newQueryData.legend === null) {
+						newQueryData.legend = queryData.queryName;
+					}
+					// If name of the query and the legend if inserted is same then add the same to the metrics object.
+					if (queryData.queryName === newQueryData.legend) {
+						newQueryData.metric = newQueryData.metric || {};
+						newQueryData.metric[queryData.queryName] = queryData.queryName;
+					}
+				}
+
+				return newQueryData;
+			},
+		);
+	}
+
+	return legacyResponse;
+}
--- a/frontend/src/api/v5/queryRange/getQueryRange.ts
+++ b/frontend/src/api/v5/queryRange/getQueryRange.ts
@@ -0,0 +1,45 @@
+import { ApiV5Instance } from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ENTITY_VERSION_V5 } from 'constants/app';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import {
+	MetricRangePayloadV5,
+	QueryRangePayloadV5,
+} from 'types/api/v5/queryRange';
+
+export const getQueryRangeV5 = async (
+	props: QueryRangePayloadV5,
+	version: string,
+	signal: AbortSignal,
+	headers?: Record<string, string>,
+): Promise<SuccessResponseV2<MetricRangePayloadV5>> => {
+	try {
+		if (version && version === ENTITY_VERSION_V5) {
+			const response = await ApiV5Instance.post('/query_range', props, {
+				signal,
+				headers,
+			});
+
+			return {
+				httpStatusCode: response.status,
+				data: response.data,
+			};
+		}
+
+		// Default V5 behavior
+		const response = await ApiV5Instance.post('/query_range', props, {
+			signal,
+			headers,
+		});
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default getQueryRangeV5;
--- a/frontend/src/api/v5/queryRange/prepareQueryRangePayloadV5.ts
+++ b/frontend/src/api/v5/queryRange/prepareQueryRangePayloadV5.ts
@@ -0,0 +1,450 @@
+/* eslint-disable sonarjs/cognitive-complexity */
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { GetQueryResultsProps } from 'lib/dashboard/getQueryResults';
+import getStartEndRangeTime from 'lib/getStartEndRangeTime';
+import { mapQueryDataToApi } from 'lib/newQueryBuilder/queryBuilderMappers/mapQueryDataToApi';
+import { isEmpty } from 'lodash-es';
+import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import {
+	BaseBuilderQuery,
+	FieldContext,
+	FieldDataType,
+	FunctionName,
+	GroupByKey,
+	Having,
+	LogAggregation,
+	MetricAggregation,
+	OrderBy,
+	QueryEnvelope,
+	QueryFunction,
+	QueryRangePayloadV5,
+	QueryType,
+	RequestType,
+	TelemetryFieldKey,
+	TraceAggregation,
+	VariableItem,
+} from 'types/api/v5/queryRange';
+import { EQueryType } from 'types/common/dashboard';
+import { DataSource } from 'types/common/queryBuilder';
+import { normalizeFunctionName } from 'utils/functionNameNormalizer';
+
+type PrepareQueryRangePayloadV5Result = {
+	queryPayload: QueryRangePayloadV5;
+	legendMap: Record<string, string>;
+};
+
+/**
+ * Maps panel types to V5 request types
+ */
+export function mapPanelTypeToRequestType(panelType: PANEL_TYPES): RequestType {
+	switch (panelType) {
+		case PANEL_TYPES.TIME_SERIES:
+		case PANEL_TYPES.BAR:
+			return 'time_series';
+		case PANEL_TYPES.TABLE:
+		case PANEL_TYPES.PIE:
+		case PANEL_TYPES.VALUE:
+			return 'scalar';
+		case PANEL_TYPES.TRACE:
+			return 'trace';
+		case PANEL_TYPES.LIST:
+			return 'raw';
+		case PANEL_TYPES.HISTOGRAM:
+			return 'distribution';
+		default:
+			return '';
+	}
+}
+
+/**
+ * Gets signal type from data source
+ */
+function getSignalType(dataSource: string): 'traces' | 'logs' | 'metrics' {
+	if (dataSource === 'traces') return 'traces';
+	if (dataSource === 'logs') return 'logs';
+	return 'metrics';
+}
+
+/**
+ * Creates base spec for builder queries
+ */
+function createBaseSpec(
+	queryData: IBuilderQuery,
+	requestType: RequestType,
+	panelType?: PANEL_TYPES,
+): BaseBuilderQuery {
+	const nonEmptySelectColumns = (queryData.selectColumns as (
+		| BaseAutocompleteData
+		| TelemetryFieldKey
+	)[])?.filter((c) => ('key' in c ? c?.key : c?.name));
+
+	return {
+		stepInterval: queryData?.stepInterval || undefined,
+		disabled: queryData.disabled,
+		filter: queryData?.filter?.expression ? queryData.filter : undefined,
+		groupBy:
+			queryData.groupBy?.length > 0
+				? queryData.groupBy.map(
+						(item: any): GroupByKey => ({
+							name: item.key,
+							fieldDataType: item?.dataType,
+							fieldContext: item?.type,
+							description: item?.description,
+							unit: item?.unit,
+							signal: item?.signal,
+							materialized: item?.materialized,
+						}),
+				  )
+				: undefined,
+		limit:
+			panelType === PANEL_TYPES.TABLE || panelType === PANEL_TYPES.LIST
+				? queryData.limit || queryData.pageSize || undefined
+				: queryData.limit || undefined,
+		offset:
+			requestType === 'raw' || requestType === 'trace'
+				? queryData.offset
+				: undefined,
+		order:
+			queryData.orderBy?.length > 0
+				? queryData.orderBy.map(
+						(order: any): OrderBy => ({
+							key: {
+								name: order.columnName,
+							},
+							direction: order.order,
+						}),
+				  )
+				: undefined,
+		legend: isEmpty(queryData.legend) ? undefined : queryData.legend,
+		having: isEmpty(queryData.having) ? undefined : (queryData?.having as Having),
+		functions: isEmpty(queryData.functions)
+			? undefined
+			: queryData.functions.map(
+					(func: QueryFunction): QueryFunction => {
+						// Normalize function name to handle case sensitivity
+						const normalizedName = normalizeFunctionName(func?.name);
+						return {
+							name: normalizedName as FunctionName,
+							args: isEmpty(func.namedArgs)
+								? func.args?.map((arg) => ({
+										value: arg?.value,
+								  }))
+								: Object.entries(func?.namedArgs || {}).map(([name, value]) => ({
+										name,
+										value,
+								  })),
+						};
+					},
+			  ),
+		selectFields: isEmpty(nonEmptySelectColumns)
+			? undefined
+			: nonEmptySelectColumns?.map(
+					(column: any): TelemetryFieldKey => ({
+						name: column.name ?? column.key,
+						fieldDataType:
+							column?.fieldDataType ?? (column?.dataType as FieldDataType),
+						fieldContext: column?.fieldContext ?? (column?.type as FieldContext),
+						signal: column?.signal ?? undefined,
+					}),
+			  ),
+	};
+}
+// Utility to parse aggregation expressions with optional alias
+export function parseAggregations(
+	expression: string,
+): { expression: string; alias?: string }[] {
+	const result: { expression: string; alias?: string }[] = [];
+	// Matches function calls like "count()" or "sum(field)" with optional alias like "as 'alias'"
+	// Handles quoted ('alias'), dash-separated (field-name), and unquoted values after "as" keyword
+	const regex = /([a-zA-Z0-9_]+\([^)]*\))(?:\s*as\s+((?:'[^']*'|"[^"]*"|[a-zA-Z0-9_-]+)))?/g;
+	let match = regex.exec(expression);
+	while (match !== null) {
+		const expr = match[1];
+		let alias = match[2];
+		if (alias) {
+			// Remove quotes if present
+			alias = alias.replace(/^['"]|['"]$/g, '');
+			result.push({ expression: expr, alias });
+		} else {
+			result.push({ expression: expr });
+		}
+		match = regex.exec(expression);
+	}
+	return result;
+}
+
+export function createAggregation(
+	queryData: any,
+	panelType?: PANEL_TYPES,
+): TraceAggregation[] | LogAggregation[] | MetricAggregation[] {
+	if (!queryData) {
+		return [];
+	}
+
+	const haveReduceTo =
+		queryData.dataSource === DataSource.METRICS &&
+		panelType &&
+		(panelType === PANEL_TYPES.TABLE ||
+			panelType === PANEL_TYPES.PIE ||
+			panelType === PANEL_TYPES.VALUE);
+
+	if (queryData.dataSource === DataSource.METRICS) {
+		return [
+			{
+				metricName:
+					queryData?.aggregations?.[0]?.metricName ||
+					queryData?.aggregateAttribute?.key,
+				temporality:
+					queryData?.aggregations?.[0]?.temporality ||
+					queryData?.aggregateAttribute?.temporality,
+				timeAggregation:
+					queryData?.aggregations?.[0]?.timeAggregation ||
+					queryData?.timeAggregation,
+				spaceAggregation:
+					queryData?.aggregations?.[0]?.spaceAggregation ||
+					queryData?.spaceAggregation,
+				reduceTo: haveReduceTo
+					? queryData?.aggregations?.[0]?.reduceTo || queryData?.reduceTo
+					: undefined,
+			},
+		];
+	}
+
+	if (queryData.aggregations?.length > 0) {
+		return isEmpty(parseAggregations(queryData.aggregations?.[0].expression))
+			? [{ expression: 'count()' }]
+			: parseAggregations(queryData.aggregations?.[0].expression);
+	}
+
+	return [{ expression: 'count()' }];
+}
+
+/**
+ * Converts query builder data to V5 builder queries
+ */
+export function convertBuilderQueriesToV5(
+	builderQueries: Record<string, any>, // eslint-disable-line @typescript-eslint/no-explicit-any
+	requestType: RequestType,
+	panelType?: PANEL_TYPES,
+): QueryEnvelope[] {
+	return Object.entries(builderQueries).map(
+		([queryName, queryData]): QueryEnvelope => {
+			const signal = getSignalType(queryData.dataSource);
+			const baseSpec = createBaseSpec(queryData, requestType, panelType);
+			let spec: QueryEnvelope['spec'];
+
+			// Skip aggregation for raw request type
+			const aggregations =
+				requestType === 'raw' ? undefined : createAggregation(queryData, panelType);
+
+			switch (signal) {
+				case 'traces':
+					spec = {
+						name: queryName,
+						signal: 'traces' as const,
+						...baseSpec,
+						aggregations: aggregations as TraceAggregation[],
+					};
+					break;
+				case 'logs':
+					spec = {
+						name: queryName,
+						signal: 'logs' as const,
+						...baseSpec,
+						aggregations: aggregations as LogAggregation[],
+					};
+					break;
+				case 'metrics':
+				default:
+					spec = {
+						name: queryName,
+						signal: 'metrics' as const,
+						source: queryData.source || '',
+						...baseSpec,
+						aggregations: aggregations as MetricAggregation[],
+						// reduceTo: queryData.reduceTo,
+					};
+					break;
+			}
+
+			return {
+				type: 'builder_query' as QueryType,
+				spec,
+			};
+		},
+	);
+}
+
+/**
+ * Converts PromQL queries to V5 format
+ */
+export function convertPromQueriesToV5(
+	promQueries: Record<string, any>, // eslint-disable-line @typescript-eslint/no-explicit-any
+): QueryEnvelope[] {
+	return Object.entries(promQueries).map(
+		([queryName, queryData]): QueryEnvelope => ({
+			type: 'promql' as QueryType,
+			spec: {
+				name: queryName,
+				query: queryData.query,
+				disabled: queryData.disabled || false,
+				step: queryData?.stepInterval,
+				legend: isEmpty(queryData.legend) ? undefined : queryData.legend,
+				stats: false, // PromQL specific field
+			},
+		}),
+	);
+}
+
+/**
+ * Converts ClickHouse queries to V5 format
+ */
+export function convertClickHouseQueriesToV5(
+	chQueries: Record<string, any>, // eslint-disable-line @typescript-eslint/no-explicit-any
+): QueryEnvelope[] {
+	return Object.entries(chQueries).map(
+		([queryName, queryData]): QueryEnvelope => ({
+			type: 'clickhouse_sql' as QueryType,
+			spec: {
+				name: queryName,
+				query: queryData.query,
+				disabled: queryData.disabled || false,
+				legend: isEmpty(queryData.legend) ? undefined : queryData.legend,
+				// ClickHouse doesn't have step or stats like PromQL
+			},
+		}),
+	);
+}
+
+/**
+ * Helper function to reduce query arrays to objects
+ */
+function reduceQueriesToObject(
+	queryArray: any[], // eslint-disable-line @typescript-eslint/no-explicit-any
+): { queries: Record<string, any>; legends: Record<string, string> } {
+	// eslint-disable-line @typescript-eslint/no-explicit-any
+	const legends: Record<string, string> = {};
+	const queries = queryArray.reduce((acc, queryItem) => {
+		if (!queryItem.query) return acc;
+		acc[queryItem.name] = queryItem;
+		legends[queryItem.name] = queryItem.legend;
+		return acc;
+	}, {} as Record<string, any>); // eslint-disable-line @typescript-eslint/no-explicit-any
+
+	return { queries, legends };
+}
+
+/**
+ * Prepares V5 query range payload from GetQueryResultsProps
+ */
+export const prepareQueryRangePayloadV5 = ({
+	query,
+	globalSelectedInterval,
+	graphType,
+	selectedTime,
+	tableParams,
+	variables = {},
+	start: startTime,
+	end: endTime,
+	formatForWeb,
+	originalGraphType,
+	fillGaps,
+}: GetQueryResultsProps): PrepareQueryRangePayloadV5Result => {
+	let legendMap: Record<string, string> = {};
+	const requestType = mapPanelTypeToRequestType(graphType);
+	let queries: QueryEnvelope[] = [];
+
+	switch (query.queryType) {
+		case EQueryType.QUERY_BUILDER: {
+			const { queryData: data, queryFormulas } = query.builder;
+			const currentQueryData = mapQueryDataToApi(data, 'queryName', tableParams);
+			const currentFormulas = mapQueryDataToApi(queryFormulas, 'queryName');
+
+			// Combine legend maps
+			legendMap = {
+				...currentQueryData.newLegendMap,
+				...currentFormulas.newLegendMap,
+			};
+
+			// Convert builder queries
+			const builderQueries = convertBuilderQueriesToV5(
+				currentQueryData.data,
+				requestType,
+				graphType,
+			);
+
+			// Convert formulas as separate query type
+			const formulaQueries = Object.entries(currentFormulas.data).map(
+				([queryName, formulaData]): QueryEnvelope => ({
+					type: 'builder_formula' as const,
+					spec: {
+						name: queryName,
+						expression: formulaData.expression || '',
+						disabled: formulaData.disabled,
+						limit: formulaData.limit ?? undefined,
+						legend: isEmpty(formulaData.legend) ? undefined : formulaData.legend,
+						order: formulaData.orderBy?.map(
+							// eslint-disable-next-line sonarjs/no-identical-functions
+							(order: any): OrderBy => ({
+								key: {
+									name: order.columnName,
+								},
+								direction: order.order,
+							}),
+						),
+					},
+				}),
+			);
+
+			// Combine both types
+			queries = [...builderQueries, ...formulaQueries];
+			break;
+		}
+		case EQueryType.PROM: {
+			const promQueries = reduceQueriesToObject(query[query.queryType]);
+			queries = convertPromQueriesToV5(promQueries.queries);
+			legendMap = promQueries.legends;
+			break;
+		}
+		case EQueryType.CLICKHOUSE: {
+			const chQueries = reduceQueriesToObject(query[query.queryType]);
+			queries = convertClickHouseQueriesToV5(chQueries.queries);
+			legendMap = chQueries.legends;
+			break;
+		}
+		default:
+			break;
+	}
+
+	// Calculate time range
+	const { start, end } = getStartEndRangeTime({
+		type: selectedTime,
+		interval: globalSelectedInterval,
+	});
+
+	// Create V5 payload
+	const queryPayload: QueryRangePayloadV5 = {
+		schemaVersion: 'v1',
+		start: startTime ? startTime * 1e3 : parseInt(start, 10) * 1e3,
+		end: endTime ? endTime * 1e3 : parseInt(end, 10) * 1e3,
+		requestType,
+		compositeQuery: {
+			queries,
+		},
+		formatOptions: {
+			formatTableResultForUI:
+				!!formatForWeb ||
+				(originalGraphType
+					? originalGraphType === PANEL_TYPES.TABLE
+					: graphType === PANEL_TYPES.TABLE),
+			fillGaps: fillGaps || false,
+		},
+		variables: Object.entries(variables).reduce((acc, [key, value]) => {
+			acc[key] = { value };
+			return acc;
+		}, {} as Record<string, VariableItem>),
+	};
+
+	return { legendMap, queryPayload };
+};
--- a/frontend/src/api/v5/v5.ts
+++ b/frontend/src/api/v5/v5.ts
@@ -0,0 +1,8 @@
+// V5 API exports
+export * from './queryRange/constants';
+export { convertV5ResponseToLegacy } from './queryRange/convertV5Response';
+export { getQueryRangeV5 } from './queryRange/getQueryRange';
+export { prepareQueryRangePayloadV5 } from './queryRange/prepareQueryRangePayloadV5';
+
+// Export types from proper location
+export * from 'types/api/v5/queryRange';
--- a/frontend/src/components/CeleryTask/CeleryUtils.ts
+++ b/frontend/src/components/CeleryTask/CeleryUtils.ts
@@ -64,7 +64,8 @@ export function applyCeleryFilterOnWidgetData(
 								...queryItem,
 								filters: {
 									...queryItem.filters,
-									items: [...queryItem.filters.items, ...filters],
+									items: [...(queryItem.filters?.items || []), ...filters],
+									op: queryItem.filters?.op || 'AND',
 								},
 						  }
 						: queryItem,
--- a/frontend/src/components/CeleryTask/useNavigateToExplorer.ts
+++ b/frontend/src/components/CeleryTask/useNavigateToExplorer.ts
@@ -19,6 +19,7 @@ export interface NavigateToExplorerProps {
 	endTime?: number;
 	sameTab?: boolean;
 	shouldResolveQuery?: boolean;
+	widgetQuery?: Query;
 }

 export function useNavigateToExplorer(): (
@@ -30,26 +31,34 @@ export function useNavigateToExplorer(): (
 	);

 	const prepareQuery = useCallback(
-		(selectedFilters: TagFilterItem[], dataSource: DataSource): Query => ({
-			...currentQuery,
-			builder: {
-				...currentQuery.builder,
-				queryData: currentQuery.builder.queryData
-					.map((item) => ({
-						...item,
-						dataSource,
-						aggregateOperator: MetricAggregateOperator.NOOP,
-						filters: {
-							...item.filters,
-							items: selectedFilters,
-						},
-						groupBy: [],
-						disabled: false,
-					}))
-					.slice(0, 1),
-				queryFormulas: [],
-			},
-		}),
+		(
+			selectedFilters: TagFilterItem[],
+			dataSource: DataSource,
+			query?: Query,
+		): Query => {
+			const widgetQuery = query || currentQuery;
+			return {
+				...widgetQuery,
+				builder: {
+					...widgetQuery.builder,
+					queryData: widgetQuery.builder.queryData
+						.map((item) => ({
+							...item,
+							dataSource,
+							aggregateOperator: MetricAggregateOperator.NOOP,
+							filters: {
+								...item.filters,
+								items: [...(item.filters?.items || []), ...selectedFilters],
+								op: item.filters?.op || 'AND',
+							},
+							groupBy: [],
+							disabled: false,
+						}))
+						.slice(0, 1),
+					queryFormulas: [],
+				},
+			};
+		},
 		[currentQuery],
 	);

@@ -66,6 +75,7 @@ export function useNavigateToExplorer(): (
 				endTime,
 				sameTab,
 				shouldResolveQuery,
+				widgetQuery,
 			} = props;
 			const urlParams = new URLSearchParams();
 			if (startTime && endTime) {
@@ -76,7 +86,7 @@ export function useNavigateToExplorer(): (
 				urlParams.set(QueryParams.endTime, (maxTime / 1000000).toString());
 			}

-			let preparedQuery = prepareQuery(filters, dataSource);
+			let preparedQuery = prepareQuery(filters, dataSource, widgetQuery);

 			if (shouldResolveQuery) {
 				await getUpdatedQuery({
--- a/frontend/src/components/ChangelogModal/components/ChangelogRenderer.styles.scss
+++ b/frontend/src/components/ChangelogModal/components/ChangelogRenderer.styles.scss
@@ -137,5 +137,11 @@
 		h6 {
 			color: var(--text-ink-500);
 		}
+
+		code {
+			background-color: var(--bg-vanilla-300);
+			border: 1px solid var(--bg-vanilla-300);
+			color: var(--text-ink-500);
+		}
 	}
 }
--- a/frontend/src/components/Common/Common.styles.scss
+++ b/frontend/src/components/Common/Common.styles.scss
@@ -0,0 +1,33 @@
+.error-state-container {
+	height: 240px;
+	display: flex;
+	justify-content: center;
+	align-items: center;
+	flex-direction: column;
+
+	border-radius: 3px;
+
+	.error-state-container-content {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+
+		.error-state-text {
+			font-size: 14px;
+			font-weight: 500;
+		}
+
+		.error-state-additional-messages {
+			margin-top: 8px;
+			display: flex;
+			flex-direction: column;
+			gap: 4px;
+
+			.error-state-additional-text {
+				font-size: 12px;
+				font-weight: 400;
+				margin-left: 8px;
+			}
+		}
+	}
+}
--- a/frontend/src/components/Common/ErrorStateComponent.tsx
+++ b/frontend/src/components/Common/ErrorStateComponent.tsx
@@ -0,0 +1,59 @@
+import './Common.styles.scss';
+
+import { Typography } from 'antd';
+
+import APIError from '../../types/api/error';
+
+interface ErrorStateComponentProps {
+	message?: string;
+	error?: APIError;
+}
+
+const defaultProps: Partial<ErrorStateComponentProps> = {
+	message: undefined,
+	error: undefined,
+};
+
+function ErrorStateComponent({
+	message,
+	error,
+}: ErrorStateComponentProps): JSX.Element {
+	// Handle API Error object
+	if (error) {
+		const mainMessage = error.getErrorMessage();
+		const additionalErrors = error.getErrorDetails().error.errors || [];
+
+		return (
+			<div className="error-state-container">
+				<div className="error-state-container-content">
+					<Typography className="error-state-text">{mainMessage}</Typography>
+					{additionalErrors.length > 0 && (
+						<div className="error-state-additional-messages">
+							{additionalErrors.map((additionalError) => (
+								<Typography
+									key={`error-${additionalError.message}`}
+									className="error-state-additional-text"
+								>
+									• {additionalError.message}
+								</Typography>
+							))}
+						</div>
+					)}
+				</div>
+			</div>
+		);
+	}
+
+	// Handle simple string message (backwards compatibility)
+	return (
+		<div className="error-state-container">
+			<div className="error-state-container-content">
+				<Typography className="error-state-text">{message}</Typography>
+			</div>
+		</div>
+	);
+}
+
+ErrorStateComponent.defaultProps = defaultProps;
+
+export default ErrorStateComponent;
--- a/frontend/src/components/ErrorInPlace/ErrorInPlace.tsx
+++ b/frontend/src/components/ErrorInPlace/ErrorInPlace.tsx
@@ -0,0 +1,79 @@
+import ErrorContent from 'components/ErrorModal/components/ErrorContent';
+import { ReactNode } from 'react';
+import APIError from 'types/api/error';
+
+interface ErrorInPlaceProps {
+	/** The error object to display */
+	error: APIError;
+	/** Custom class name */
+	className?: string;
+	/** Custom style */
+	style?: React.CSSProperties;
+	/** Whether to show a border */
+	bordered?: boolean;
+	/** Background color */
+	background?: string;
+	/** Padding */
+	padding?: string | number;
+	/** Height - defaults to 100% to take available space */
+	height?: string | number;
+	/** Width - defaults to 100% to take available space */
+	width?: string | number;
+	/** Custom content instead of ErrorContent */
+	children?: ReactNode;
+}
+
+/**
+ * ErrorInPlace - A component that renders error content directly in the available space
+ * of its parent container. Perfect for displaying errors in widgets, cards, or any
+ * container where you want the error to take up the full available space.
+ *
+ * @example
+ * <ErrorInPlace error={error} />
+ *
+ * @example
+ * <ErrorInPlace error={error} bordered background="#f5f5f5" padding={16} />
+ */
+function ErrorInPlace({
+	error,
+	className = '',
+	style,
+	bordered = false,
+	background,
+	padding = 16,
+	height = '100%',
+	width = '100%',
+	children,
+}: ErrorInPlaceProps): JSX.Element {
+	const containerStyle: React.CSSProperties = {
+		display: 'flex',
+		flexDirection: 'column',
+		width,
+		height,
+		padding: typeof padding === 'number' ? `${padding}px` : padding,
+		backgroundColor: background,
+		border: bordered ? '1px solid var(--bg-slate-400, #374151)' : 'none',
+		borderRadius: bordered ? '4px' : '0',
+		overflow: 'auto',
+		...style,
+	};
+
+	return (
+		<div className={`error-in-place ${className}`.trim()} style={containerStyle}>
+			{children || <ErrorContent error={error} />}
+		</div>
+	);
+}
+
+ErrorInPlace.defaultProps = {
+	className: undefined,
+	style: undefined,
+	bordered: undefined,
+	background: undefined,
+	padding: undefined,
+	height: undefined,
+	width: undefined,
+	children: undefined,
+};
+
+export default ErrorInPlace;
--- a/frontend/src/components/ErrorModal/components/ErrorContent.tsx
+++ b/frontend/src/components/ErrorModal/components/ErrorContent.tsx
@@ -18,7 +18,7 @@ function ErrorContent({ error }: ErrorContentProps): JSX.Element {
 		errors: errorMessages,
 		code: errorCode,
 		message: errorMessage,
-	} = error.error.error;
+	} = error?.error?.error || {};
 	return (
 		<section className="error-content">
 			{/* Summary Header */}
--- a/frontend/src/components/ErrorPopover/ErrorPopover.tsx
+++ b/frontend/src/components/ErrorPopover/ErrorPopover.tsx
@@ -0,0 +1,33 @@
+/* eslint-disable react/jsx-props-no-spreading */
+import { Popover, PopoverProps } from 'antd';
+import { ReactNode } from 'react';
+
+interface ErrorPopoverProps extends Omit<PopoverProps, 'content'> {
+	/** Content to display in the popover */
+	content: ReactNode;
+	/** Element that triggers the popover */
+	children: ReactNode;
+}
+
+/**
+ * ErrorPopover - A clean wrapper around Ant Design's Popover
+ * that provides a simple interface for displaying content in a popover.
+ *
+ * @example
+ * <ErrorPopover content={<ErrorContent error={error} />}>
+ *   <CircleX />
+ * </ErrorPopover>
+ */
+function ErrorPopover({
+	content,
+	children,
+	...popoverProps
+}: ErrorPopoverProps): JSX.Element {
+	return (
+		<Popover content={content} {...popoverProps}>
+			{children}
+		</Popover>
+	);
+}
+
+export default ErrorPopover;
--- a/frontend/src/components/ExplorerCard/utils.ts
+++ b/frontend/src/components/ExplorerCard/utils.ts
@@ -43,13 +43,13 @@ export const omitIdFromQuery = (query: Query | null): any => ({
 	builder: {
 		...query?.builder,
 		queryData: query?.builder.queryData.map((queryData) => {
-			const { id, ...rest } = queryData.aggregateAttribute;
+			const { id, ...rest } = queryData.aggregateAttribute || {};
 			const newAggregateAttribute = rest;
 			const newGroupByAttributes = queryData.groupBy.map((groupByAttribute) => {
 				const { id, ...rest } = groupByAttribute;
 				return rest;
 			});
-			const newItems = queryData.filters.items.map((item) => {
+			const newItems = queryData.filters?.items?.map((item) => {
 				const { id, ...newItem } = item;
 				if (item.key) {
 					const { id, ...rest } = item.key;
--- a/frontend/src/components/HostMetricsDetail/HostMetricTraces/HostMetricTraces.tsx
+++ b/frontend/src/components/HostMetricsDetail/HostMetricTraces/HostMetricTraces.tsx
@@ -74,16 +74,16 @@ function HostMetricTraces({
 							...currentQuery.builder.queryData[0].aggregateAttribute,
 						},
 						filters: {
-							items: tracesFilters.items.filter(
-								(item) => item.key?.key !== 'host.name',
-							),
+							items:
+								tracesFilters?.items?.filter((item) => item.key?.key !== 'host.name') ||
+								[],
 							op: 'AND',
 						},
 					},
 				],
 			},
 		}),
-		[currentQuery, tracesFilters.items],
+		[currentQuery, tracesFilters?.items],
 	);

 	const query = updatedCurrentQuery?.builder?.queryData[0] || null;
@@ -140,7 +140,8 @@ function HostMetricTraces({

 	const isDataEmpty =
 		!isLoading && !isFetching && !isError && traces.length === 0;
-	const hasAdditionalFilters = tracesFilters.items.length > 1;
+	const hasAdditionalFilters =
+		tracesFilters?.items && tracesFilters?.items?.length > 1;

 	const totalCount =
 		data?.payload?.data?.newResult?.data?.result?.[0]?.list?.length || 0;
@@ -158,7 +159,7 @@ function HostMetricTraces({
 				<div className="filter-section">
 					{query && (
 						<QueryBuilderSearch
-							query={query}
+							query={query as IBuilderQuery}
 							onChange={(value): void =>
 								handleChangeTracesFilters(value, VIEWS.TRACES)
 							}
--- a/frontend/src/components/HostMetricsDetail/HostMetricsDetails.tsx
+++ b/frontend/src/components/HostMetricsDetail/HostMetricsDetails.tsx
@@ -216,15 +216,17 @@ function HostMetricsDetails({
 	const handleChangeLogFilters = useCallback(
 		(value: IBuilderQuery['filters'], view: VIEWS) => {
 			setLogFilters((prevFilters) => {
-				const hostNameFilter = prevFilters.items.find(
+				const hostNameFilter = prevFilters?.items?.find(
 					(item) => item.key?.key === 'host.name',
 				);
-				const paginationFilter = value.items.find((item) => item.key?.key === 'id');
-				const newFilters = value.items.filter(
+				const paginationFilter = value?.items?.find(
+					(item) => item.key?.key === 'id',
+				);
+				const newFilters = value?.items?.filter(
 					(item) => item.key?.key !== 'id' && item.key?.key !== 'host.name',
 				);

-				if (newFilters.length > 0) {
+				if (newFilters && newFilters?.length > 0) {
 					logEvent(InfraMonitoringEvents.FilterApplied, {
 						entity: InfraMonitoringEvents.HostEntity,
 						view: InfraMonitoringEvents.LogsView,
@@ -236,7 +238,7 @@ function HostMetricsDetails({
 					op: 'AND',
 					items: [
 						hostNameFilter,
-						...newFilters,
+						...(newFilters || []),
 						...(paginationFilter ? [paginationFilter] : []),
 					].filter((item): item is TagFilterItem => item !== undefined),
 				};
@@ -258,11 +260,11 @@ function HostMetricsDetails({
 	const handleChangeTracesFilters = useCallback(
 		(value: IBuilderQuery['filters'], view: VIEWS) => {
 			setTracesFilters((prevFilters) => {
-				const hostNameFilter = prevFilters.items.find(
+				const hostNameFilter = prevFilters?.items?.find(
 					(item) => item.key?.key === 'host.name',
 				);

-				if (value.items.length > 0) {
+				if (value?.items && value?.items?.length > 0) {
 					logEvent(InfraMonitoringEvents.FilterApplied, {
 						entity: InfraMonitoringEvents.HostEntity,
 						view: InfraMonitoringEvents.TracesView,
@@ -274,7 +276,7 @@ function HostMetricsDetails({
 					op: 'AND',
 					items: [
 						hostNameFilter,
-						...value.items.filter((item) => item.key?.key !== 'host.name'),
+						...(value?.items?.filter((item) => item.key?.key !== 'host.name') || []),
 					].filter((item): item is TagFilterItem => item !== undefined),
 				};

@@ -311,7 +313,7 @@ function HostMetricsDetails({
 		if (selectedView === VIEW_TYPES.LOGS) {
 			const filtersWithoutPagination = {
 				...logFilters,
-				items: logFilters.items.filter((item) => item.key?.key !== 'id'),
+				items: logFilters?.items?.filter((item) => item.key?.key !== 'id') || [],
 			};

 			const compositeQuery = {
--- a/frontend/src/components/HostMetricsDetail/HostMetricsLogs/HostMetricLogsDetailedView.tsx
+++ b/frontend/src/components/HostMetricsDetail/HostMetricsLogs/HostMetricLogsDetailedView.tsx
@@ -52,14 +52,16 @@ function HostMetricLogsDetailedView({
 							...currentQuery.builder.queryData[0].aggregateAttribute,
 						},
 						filters: {
-							items: logFilters.items.filter((item) => item.key?.key !== 'host.name'),
+							items:
+								logFilters?.items?.filter((item) => item.key?.key !== 'host.name') ||
+								[],
 							op: 'AND',
 						},
 					},
 				],
 			},
 		}),
-		[currentQuery, logFilters.items],
+		[currentQuery, logFilters?.items],
 	);

 	const query = updatedCurrentQuery?.builder?.queryData[0] || null;
@@ -70,7 +72,7 @@ function HostMetricLogsDetailedView({
 				<div className="filter-section">
 					{query && (
 						<QueryBuilderSearch
-							query={query}
+							query={query as IBuilderQuery}
 							onChange={(value): void => handleChangeLogFilters(value, VIEWS.LOGS)}
 							disableNavigationShortcuts
 						/>
--- a/frontend/src/components/HostMetricsDetail/HostMetricsLogs/tests/HostMetricsLogs.test.tsx
+++ b/frontend/src/components/HostMetricsDetail/HostMetricsLogs/tests/HostMetricsLogs.test.tsx
@@ -1,168 +0,0 @@
-import { ENVIRONMENT } from 'constants/env';
-import {
-	verifyFiltersAndOrderBy,
-	verifyPayload,
-} from 'container/LogsExplorerViews/tests/LogsExplorerPagination.test';
-import { logsPaginationQueryRangeSuccessResponse } from 'mocks-server/__mockdata__/logs_query_range';
-import { server } from 'mocks-server/server';
-import { rest } from 'msw';
-import { VirtuosoMockContext } from 'react-virtuoso';
-import {
-	act,
-	fireEvent,
-	render,
-	RenderResult,
-	waitFor,
-} from 'tests/test-utils';
-import { QueryRangePayload } from 'types/api/metrics/getQueryRange';
-import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
-
-import HostMetricsLogs from '../HostMetricsLogs';
-
-jest.mock('uplot', () => {
-	const paths = {
-		spline: jest.fn(),
-		bars: jest.fn(),
-	};
-	const uplotMock = jest.fn(() => ({
-		paths,
-	}));
-	return {
-		paths,
-		default: uplotMock,
-	};
-});
-
-jest.mock(
-	'components/OverlayScrollbar/OverlayScrollbar',
-	() =>
-		function MockOverlayScrollbar({
-			children,
-		}: {
-			children: React.ReactNode;
-		}): JSX.Element {
-			return <div>{children}</div>;
-		},
-);
-
-describe.skip('HostMetricsLogs', () => {
-	let capturedQueryRangePayloads: QueryRangePayload[] = [];
-	const itemHeight = 100;
-	beforeEach(() => {
-		server.use(
-			rest.post(
-				`${ENVIRONMENT.baseURL}/api/v3/query_range`,
-				async (req, res, ctx) => {
-					capturedQueryRangePayloads.push(await req.json());
-
-					const lastPayload =
-						capturedQueryRangePayloads[capturedQueryRangePayloads.length - 1];
-
-					const queryData = lastPayload?.compositeQuery.builderQueries
-						?.A as IBuilderQuery;
-
-					const offset = queryData?.offset ?? 0;
-
-					return res(
-						ctx.status(200),
-						ctx.json(logsPaginationQueryRangeSuccessResponse({ offset })),
-					);
-				},
-			),
-		);
-		capturedQueryRangePayloads = [];
-	});
-	it('should check if host logs pagination flows work properly', async () => {
-		let renderResult: RenderResult;
-		let scrollableElement: HTMLElement;
-
-		await act(async () => {
-			renderResult = render(
-				<VirtuosoMockContext.Provider value={{ viewportHeight: 500, itemHeight }}>
-					<HostMetricsLogs
-						timeRange={{ startTime: 0, endTime: 0 }}
-						filters={{ items: [], op: 'AND' }}
-					/>
-				</VirtuosoMockContext.Provider>,
-			);
-		});
-
-		await waitFor(() => {
-			expect(capturedQueryRangePayloads.length).toBe(1);
-		});
-
-		await waitFor(async () => {
-			// Find the Virtuoso scroller element by its data-test-id
-			scrollableElement = renderResult.container.querySelector(
-				'[data-test-id="virtuoso-scroller"]',
-			) as HTMLElement;
-
-			// Ensure the element exists
-			expect(scrollableElement).not.toBeNull();
-
-			if (scrollableElement) {
-				// Set the scrollTop property to simulate scrolling to the calculated end position
-				scrollableElement.scrollTop = 99 * itemHeight;
-
-				act(() => {
-					fireEvent.scroll(scrollableElement);
-				});
-			}
-		});
-
-		await waitFor(() => {
-			expect(capturedQueryRangePayloads.length).toBe(2);
-		});
-
-		const firstPayload = capturedQueryRangePayloads[0];
-		verifyPayload({
-			payload: firstPayload,
-			expectedOffset: 0,
-		});
-
-		// Store the time range from the first payload, which should be consistent in subsequent requests
-		const initialTimeRange = {
-			start: firstPayload.start,
-			end: firstPayload.end,
-		};
-
-		const secondPayload = capturedQueryRangePayloads[1];
-		const secondQueryData = verifyPayload({
-			payload: secondPayload,
-			expectedOffset: 100,
-			initialTimeRange,
-		});
-		verifyFiltersAndOrderBy(secondQueryData);
-
-		await waitFor(async () => {
-			// Find the Virtuoso scroller element by its data-test-id
-			scrollableElement = renderResult.container.querySelector(
-				'[data-test-id="virtuoso-scroller"]',
-			) as HTMLElement;
-
-			// Ensure the element exists
-			expect(scrollableElement).not.toBeNull();
-
-			if (scrollableElement) {
-				// Set the scrollTop property to simulate scrolling to the calculated end position
-				scrollableElement.scrollTop = 199 * itemHeight;
-
-				act(() => {
-					fireEvent.scroll(scrollableElement);
-				});
-			}
-		});
-
-		await waitFor(() => {
-			expect(capturedQueryRangePayloads.length).toBeGreaterThanOrEqual(3);
-		});
-
-		const thirdPayload = capturedQueryRangePayloads[2];
-		const thirdQueryData = verifyPayload({
-			payload: thirdPayload,
-			expectedOffset: 200,
-			initialTimeRange,
-		});
-		verifyFiltersAndOrderBy(thirdQueryData);
-	});
-});
--- a/frontend/src/components/HostMetricsDetail/Metrics/Metrics.tsx
+++ b/frontend/src/components/HostMetricsDetail/Metrics/Metrics.tsx
@@ -13,6 +13,7 @@ import {
 	CustomTimeType,
 	Time,
 } from 'container/TopNav/DateTimeSelectionV2/config';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useResizeObserver } from 'hooks/useDimensions';
 import { useMultiIntersectionObserver } from 'hooks/useMultiIntersectionObserver';
@@ -86,6 +87,7 @@ function Metrics({
 	const isDarkMode = useIsDarkMode();
 	const graphRef = useRef<HTMLDivElement>(null);
 	const dimensions = useResizeObserver(graphRef);
+	const { currentQuery } = useQueryBuilder();

 	const chartData = useMemo(
 		() => queries.map(({ data }) => getUPlotChartData(data?.payload)),
@@ -144,9 +146,17 @@ function Metrics({
 					minTimeScale: graphTimeIntervals[idx].start,
 					maxTimeScale: graphTimeIntervals[idx].end,
 					onDragSelect: (start, end) => onDragSelect(start, end, idx),
+					query: currentQuery,
 				}),
 			),
-		[queries, isDarkMode, dimensions, graphTimeIntervals, onDragSelect],
+		[
+			queries,
+			isDarkMode,
+			dimensions,
+			graphTimeIntervals,
+			onDragSelect,
+			currentQuery,
+		],
 	);

 	const renderCardContent = (
--- a/frontend/src/components/InputWithLabel/InputWithLabel.styles.scss
+++ b/frontend/src/components/InputWithLabel/InputWithLabel.styles.scss
@@ -0,0 +1,101 @@
+.input-with-label {
+	display: flex;
+	flex-direction: row;
+
+	border-radius: 2px 0px 0px 2px;
+
+	.label {
+		color: var(--bg-vanilla-400);
+		font-size: 12px;
+		font-style: normal;
+		font-weight: 500;
+		line-height: 18px; /* 128.571% */
+		letter-spacing: 0.56px;
+
+		max-width: 150px;
+		min-width: 60px;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+
+		padding: 0px 8px;
+
+		border-radius: 2px 0px 0px 2px;
+		border: 1px solid var(--bg-slate-400);
+		background: var(--bg-ink-300);
+
+		display: flex;
+		justify-content: flex-start;
+		align-items: center;
+		font-weight: var(--font-weight-light);
+	}
+
+	.input {
+		flex: 1;
+		min-width: 150px;
+		font-family: 'Space Mono', monospace !important;
+
+		border-radius: 2px 0px 0px 2px;
+		border: 1px solid var(--bg-slate-400);
+		background: var(--bg-ink-300);
+
+		border-right: none;
+		border-left: none;
+		border-top-right-radius: 0px;
+		border-bottom-right-radius: 0px;
+		border-top-left-radius: 0px;
+		border-bottom-left-radius: 0px;
+	}
+
+	.close-btn {
+		border-radius: 0px 2px 2px 0px;
+		border: 1px solid var(--bg-slate-400);
+		background: var(--bg-ink-300);
+		height: 38px;
+		width: 38px;
+	}
+
+	&.labelAfter {
+		.input {
+			border-radius: 0px 2px 2px 0px;
+			border: 1px solid var(--bg-slate-400);
+			background: var(--bg-ink-300);
+			border-top-right-radius: 0px;
+			border-bottom-right-radius: 0px;
+		}
+
+		.label {
+			border-left: none;
+			border-top-left-radius: 0px;
+			border-bottom-left-radius: 0px;
+		}
+	}
+}
+
+.lightMode {
+	.input-with-label {
+		.label {
+			color: var(--bg-ink-500) !important;
+
+			border: 1px solid var(--bg-vanilla-300) !important;
+			background: var(--bg-vanilla-100) !important;
+		}
+
+		.input {
+			border: 1px solid var(--bg-vanilla-300) !important;
+			background: var(--bg-vanilla-100) !important;
+		}
+
+		.close-btn {
+			border: 1px solid var(--bg-vanilla-300) !important;
+			background: var(--bg-vanilla-100) !important;
+		}
+
+		&.labelAfter {
+			.input {
+				border: 1px solid var(--bg-vanilla-300) !important;
+				background: var(--bg-vanilla-100) !important;
+			}
+		}
+	}
+}
--- a/frontend/src/components/InputWithLabel/InputWithLabel.tsx
+++ b/frontend/src/components/InputWithLabel/InputWithLabel.tsx
@@ -0,0 +1,74 @@
+import './InputWithLabel.styles.scss';
+
+import { Button, Input, Typography } from 'antd';
+import cx from 'classnames';
+import { X } from 'lucide-react';
+import { useState } from 'react';
+
+function InputWithLabel({
+	label,
+	initialValue,
+	placeholder,
+	type,
+	onClose,
+	labelAfter,
+	onChange,
+	className,
+	closeIcon,
+}: {
+	label: string;
+	initialValue?: string | number;
+	placeholder: string;
+	type?: string;
+	onClose?: () => void;
+	labelAfter?: boolean;
+	onChange: (value: string) => void;
+	className?: string;
+	closeIcon?: React.ReactNode;
+}): JSX.Element {
+	const [inputValue, setInputValue] = useState<string>(
+		initialValue ? initialValue.toString() : '',
+	);
+
+	const handleChange = (e: React.ChangeEvent<HTMLInputElement>): void => {
+		setInputValue(e.target.value);
+		onChange?.(e.target.value);
+	};
+
+	return (
+		<div
+			className={cx('input-with-label', className, {
+				labelAfter,
+			})}
+		>
+			{!labelAfter && <Typography.Text className="label">{label}</Typography.Text>}
+			<Input
+				className="input"
+				placeholder={placeholder}
+				type={type}
+				value={inputValue}
+				onChange={handleChange}
+				name={label.toLowerCase()}
+			/>
+			{labelAfter && <Typography.Text className="label">{label}</Typography.Text>}
+			{onClose && (
+				<Button
+					className="periscope-btn ghost close-btn"
+					icon={closeIcon || <X size={16} />}
+					onClick={onClose}
+				/>
+			)}
+		</div>
+	);
+}
+
+InputWithLabel.defaultProps = {
+	type: 'text',
+	onClose: undefined,
+	labelAfter: false,
+	initialValue: undefined,
+	className: undefined,
+	closeIcon: undefined,
+};
+
+export default InputWithLabel;
--- a/frontend/src/components/LogDetail/LogDetail.interfaces.ts
+++ b/frontend/src/components/LogDetail/LogDetail.interfaces.ts
@@ -20,3 +20,7 @@ export type LogDetailProps = {
 } & Pick<AddToQueryHOCProps, 'onAddToQuery'> &
 	Partial<Pick<ActionItemProps, 'onClickActionItem'>> &
 	Pick<DrawerProps, 'onClose'>;
+
+export type LogDetailInnerProps = LogDetailProps & {
+	log: NonNullable<LogDetailProps['log']>;
+};
--- a/frontend/src/components/LogDetail/LogDetails.styles.scss
+++ b/frontend/src/components/LogDetail/LogDetails.styles.scss
@@ -62,6 +62,10 @@
 		box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
 	}

+	&-query-container {
+		margin-bottom: 16px;
+	}
+
 	.log-detail-drawer__log {
 		width: 100%;
 		display: flex;
--- a/frontend/src/components/LogDetail/index.tsx
+++ b/frontend/src/components/LogDetail/index.tsx
@@ -6,6 +6,8 @@ import { Button, Divider, Drawer, Radio, Tooltip, Typography } from 'antd';
 import { RadioChangeEvent } from 'antd/lib';
 import cx from 'classnames';
 import { LogType } from 'components/Logs/LogStateIndicator/LogStateIndicator';
+import QuerySearch from 'components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch';
+import { convertExpressionToFilters } from 'components/QueryBuilderV2/utils';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import { QueryParams } from 'constants/query';
 import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
@@ -19,19 +21,20 @@ import {
 	getSanitizedLogBody,
 	removeEscapeCharacters,
 } from 'container/LogDetailedView/utils';
+import useInitialQuery from 'container/LogsExplorerContext/useInitialQuery';
 import { useOptionsMenu } from 'container/OptionsMenu';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useNotifications } from 'hooks/useNotifications';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
 import createQueryParams from 'lib/createQueryParams';
+import { cloneDeep } from 'lodash-es';
 import {
 	BarChart2,
 	Braces,
 	Compass,
 	Copy,
 	Filter,
-	HardHat,
 	Table,
 	TextSelect,
 	X,
@@ -45,10 +48,9 @@ import { DataSource, StringOperators } from 'types/common/queryBuilder';
 import { GlobalReducer } from 'types/reducer/globalTime';

 import { RESOURCE_KEYS, VIEW_TYPES, VIEWS } from './constants';
-import { LogDetailProps } from './LogDetail.interfaces';
-import QueryBuilderSearchWrapper from './QueryBuilderSearchWrapper';
+import { LogDetailInnerProps, LogDetailProps } from './LogDetail.interfaces';

-function LogDetail({
+function LogDetailInner({
 	log,
 	onClose,
 	onAddToQuery,
@@ -57,13 +59,16 @@ function LogDetail({
 	selectedTab,
 	isListViewPanel = false,
 	listViewPanelSelectedFields,
-}: LogDetailProps): JSX.Element {
+}: LogDetailInnerProps): JSX.Element {
+	const initialContextQuery = useInitialQuery(log);
+	const [contextQuery, setContextQuery] = useState<Query | undefined>(
+		initialContextQuery,
+	);
 	const [, copyToClipboard] = useCopyToClipboard();
 	const [selectedView, setSelectedView] = useState<VIEWS>(selectedTab);

-	const [isFilterVisibile, setIsFilterVisible] = useState<boolean>(false);
+	const [isFilterVisible, setIsFilterVisible] = useState<boolean>(false);

-	const [contextQuery, setContextQuery] = useState<Query | undefined>();
 	const [filters, setFilters] = useState<TagFilter | null>(null);
 	const [isEdit, setIsEdit] = useState<boolean>(false);
 	const { stagedQuery, updateAllQueriesOperators } = useQueryBuilder();
@@ -98,7 +103,7 @@ function LogDetail({
 	};

 	const handleFilterVisible = (): void => {
-		setIsFilterVisible(!isFilterVisibile);
+		setIsFilterVisible(!isFilterVisible);
 		setIsEdit(!isEdit);
 	};

@@ -141,6 +146,44 @@ function LogDetail({
 		safeNavigate(`${ROUTES.LOGS_EXPLORER}?${createQueryParams(queryParams)}`);
 	};

+	const handleRunQuery = (expression: string): void => {
+		let updatedContextQuery = cloneDeep(contextQuery);
+
+		if (!updatedContextQuery || !updatedContextQuery.builder) {
+			return;
+		}
+
+		const newFilters: TagFilter = {
+			items: expression ? convertExpressionToFilters(expression) : [],
+			op: 'AND',
+		};
+
+		updatedContextQuery = {
+			...updatedContextQuery,
+			builder: {
+				...updatedContextQuery?.builder,
+				queryData: updatedContextQuery?.builder.queryData.map((queryData) => ({
+					...queryData,
+					filter: {
+						...queryData.filter,
+						expression,
+					},
+					filters: {
+						...queryData.filters,
+						...newFilters,
+						op: queryData.filters?.op ?? 'AND',
+					},
+				})),
+			},
+		};
+
+		setContextQuery(updatedContextQuery);
+
+		if (newFilters) {
+			setFilters(newFilters);
+		}
+	};
+
 	// Only show when opened from infra monitoring page
 	const showOpenInExplorerBtn = useMemo(
 		() => location.pathname?.includes('/infrastructure-monitoring'),
@@ -148,11 +191,6 @@ function LogDetail({
 		[],
 	);

-	if (!log) {
-		// eslint-disable-next-line react/jsx-no-useless-fragment
-		return <></>;
-	}
-
 	const logType = log?.attributes_string?.log_level || LogType.INFO;

 	return (
@@ -268,18 +306,16 @@ function LogDetail({
 					/>
 				)}
 			</div>
-
-			<QueryBuilderSearchWrapper
-				isEdit={isEdit}
-				log={log}
-				filters={filters}
-				setContextQuery={setContextQuery}
-				setFilters={setFilters}
-				contextQuery={contextQuery}
-				suffixIcon={
-					<HardHat size={12} style={{ paddingRight: Spacing.PADDING_2 }} />
-				}
-			/>
+			{isFilterVisible && contextQuery?.builder.queryData[0] && (
+				<div className="log-detail-drawer-query-container">
+					<QuerySearch
+						onChange={(): void => {}}
+						dataSource={DataSource.LOGS}
+						queryData={contextQuery?.builder.queryData[0]}
+						onRun={handleRunQuery}
+					/>
+				</div>
+			)}

 			{selectedView === VIEW_TYPES.OVERVIEW && (
 				<Overview
@@ -315,4 +351,15 @@ function LogDetail({
 	);
 }

+function LogDetail(props: LogDetailProps): JSX.Element {
+	const { log } = props;
+	if (!log) {
+		// eslint-disable-next-line react/jsx-no-useless-fragment
+		return <></>;
+	}
+
+	// eslint-disable-next-line react/jsx-props-no-spreading
+	return <LogDetailInner {...(props as LogDetailInnerProps)} />;
+}
+
 export default LogDetail;
--- a/frontend/src/components/LogsFormatOptionsMenu/LogsFormatOptionsMenu.tsx
+++ b/frontend/src/components/LogsFormatOptionsMenu/LogsFormatOptionsMenu.tsx
@@ -410,18 +410,18 @@ export default function LogsFormatOptionsMenu({
 									)}

 									<div className="column-format">
-										{addColumn?.value?.map(({ key, id }) => (
-											<div className="column-name" key={id}>
+										{addColumn?.value?.map(({ name }) => (
+											<div className="column-name" key={name}>
 												<div className="name">
-													<Tooltip placement="left" title={key}>
-														{key}
+													<Tooltip placement="left" title={name}>
+														{name}
 													</Tooltip>
 												</div>
 												{addColumn?.value?.length > 1 && (
 													<X
 														className="delete-btn"
 														size={14}
-														onClick={(): void => addColumn.onRemove(id as string)}
+														onClick={(): void => addColumn.onRemove(name)}
 													/>
 												)}
 											</div>
--- a/frontend/src/components/NewSelect/CustomMultiSelect.tsx
+++ b/frontend/src/components/NewSelect/CustomMultiSelect.tsx
@@ -28,6 +28,7 @@ import { popupContainer } from 'utils/selectPopupContainer';
 import { CustomMultiSelectProps, CustomTagProps, OptionData } from './types';
 import {
 	filterOptionsBySearch,
+	handleScrollToBottom,
 	prioritizeOrAddOptionForMultiSelect,
 	SPACEKEY,
 } from './utils';
@@ -37,7 +38,7 @@ enum ToggleTagValue {
 	All = 'All',
 }

-const ALL_SELECTED_VALUE = '__all__'; // Constant for the special value
+const ALL_SELECTED_VALUE = '__ALL__'; // Constant for the special value

 const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 	placeholder = 'Search...',
@@ -62,6 +63,8 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 	allowClear = false,
 	onRetry,
 	maxTagTextLength,
+	onDropdownVisibleChange,
+	showIncompleteDataMessage = false,
 	...rest
 }) => {
 	// ===== State & Refs =====
@@ -78,6 +81,8 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 	const optionRefs = useRef<Record<number, HTMLDivElement | null>>({});
 	const [visibleOptions, setVisibleOptions] = useState<OptionData[]>([]);
 	const isClickInsideDropdownRef = useRef(false);
+	const justOpenedRef = useRef<boolean>(false);
+	const [isScrolledToBottom, setIsScrolledToBottom] = useState(false);

 	// Convert single string value to array for consistency
 	const selectedValues = useMemo(
@@ -124,6 +129,12 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 		return allAvailableValues.every((val) => selectedValues.includes(val));
 	}, [selectedValues, allAvailableValues, enableAllSelection]);

+	// Define allOptionShown earlier in the code
+	const allOptionShown = useMemo(
+		() => value === ALL_SELECTED_VALUE || value === 'ALL',
+		[value],
+	);
+
 	// Value passed to the underlying Ant Select component
 	const displayValue = useMemo(
 		() => (isAllSelected ? [ALL_SELECTED_VALUE] : selectedValues),
@@ -132,10 +143,18 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({

 	// ===== Internal onChange Handler =====
 	const handleInternalChange = useCallback(
-		(newValue: string | string[]): void => {
+		(newValue: string | string[], directCaller?: boolean): void => {
 			// Ensure newValue is an array
 			const currentNewValue = Array.isArray(newValue) ? newValue : [];

+			if (
+				(allOptionShown || isAllSelected) &&
+				!directCaller &&
+				currentNewValue.length === 0
+			) {
+				return;
+			}
+
 			if (!onChange) return;

 			// Case 1: Cleared (empty array or undefined)
@@ -144,7 +163,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 				return;
 			}

-			// Case 2: "__all__" is selected (means select all actual values)
+			// Case 2: "__ALL__" is selected (means select all actual values)
 			if (currentNewValue.includes(ALL_SELECTED_VALUE)) {
 				const allActualOptions = allAvailableValues.map(
 					(v) => options.flat().find((o) => o.value === v) || { label: v, value: v },
@@ -175,7 +194,14 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 				}
 			}
 		},
-		[onChange, allAvailableValues, options, enableAllSelection],
+		[
+			allOptionShown,
+			isAllSelected,
+			onChange,
+			allAvailableValues,
+			options,
+			enableAllSelection,
+		],
 	);

 	// ===== Existing Callbacks (potentially needing adjustment later) =====
@@ -510,11 +536,19 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 			}

 			// Normal single value handling
-			setSearchText(value.trim());
+			const trimmedValue = value.trim();
+			setSearchText(trimmedValue);
 			if (!isOpen) {
 				setIsOpen(true);
+				justOpenedRef.current = true;
 			}
-			if (onSearch) onSearch(value.trim());
+
+			// Reset active index when search changes if dropdown is open
+			if (isOpen && trimmedValue) {
+				setActiveIndex(0);
+			}
+
+			if (onSearch) onSearch(trimmedValue);
 		},
 		[onSearch, isOpen, selectedValues, onChange],
 	);
@@ -528,28 +562,34 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 		(text: string, searchQuery: string): React.ReactNode => {
 			if (!searchQuery || !highlightSearch) return text;

-			const parts = text.split(
-				new RegExp(
-					`(${searchQuery.replace(/[.*+?^${}()|[\\]\\]/g, '\\$&')})`,
-					'gi',
-				),
-			);
-			return (
-				<>
-					{parts.map((part, i) => {
-						// Create a unique key that doesn't rely on array index
-						const uniqueKey = `${text.substring(0, 3)}-${part.substring(0, 3)}-${i}`;
+			try {
+				const parts = text.split(
+					new RegExp(
+						`(${searchQuery.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&')})`,
+						'gi',
+					),
+				);
+				return (
+					<>
+						{parts.map((part, i) => {
+							// Create a unique key that doesn't rely on array index
+							const uniqueKey = `${text.substring(0, 3)}-${part.substring(0, 3)}-${i}`;

-						return part.toLowerCase() === searchQuery.toLowerCase() ? (
-							<span key={uniqueKey} className="highlight-text">
-								{part}
-							</span>
-						) : (
-							part
-						);
-					})}
-				</>
-			);
+							return part.toLowerCase() === searchQuery.toLowerCase() ? (
+								<span key={uniqueKey} className="highlight-text">
+									{part}
+								</span>
+							) : (
+								part
+							);
+						})}
+					</>
+				);
+			} catch (error) {
+				// If regex fails, return the original text without highlighting
+				console.error('Error in text highlighting:', error);
+				return text;
+			}
 		},
 		[highlightSearch],
 	);
@@ -560,10 +600,10 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({

 		if (isAllSelected) {
 			// If all are selected, deselect all
-			handleInternalChange([]);
+			handleInternalChange([], true);
 		} else {
 			// Otherwise, select all
-			handleInternalChange([ALL_SELECTED_VALUE]);
+			handleInternalChange([ALL_SELECTED_VALUE], true);
 		}
 	}, [options, isAllSelected, handleInternalChange]);

@@ -738,6 +778,26 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 	// Enhanced keyboard navigation with support for maxTagCount
 	const handleKeyDown = useCallback(
 		(e: React.KeyboardEvent<HTMLElement>): void => {
+			// Simple early return if ALL is selected - block all possible keyboard interactions
+			// that could remove the ALL tag, but still allow dropdown navigation and search
+			if (
+				(allOptionShown || isAllSelected) &&
+				(e.key === 'Backspace' || e.key === 'Delete')
+			) {
+				// Only prevent default if the input is empty or cursor is at start position
+				const activeElement = document.activeElement as HTMLInputElement;
+				const isInputActive = activeElement?.tagName === 'INPUT';
+				const isInputEmpty = isInputActive && !activeElement?.value;
+				const isCursorAtStart =
+					isInputActive && activeElement?.selectionStart === 0;
+
+				if (isInputEmpty || isCursorAtStart) {
+					e.preventDefault();
+					e.stopPropagation();
+					return;
+				}
+			}
+
 			// Get flattened list of all selectable options
 			const getFlatOptions = (): OptionData[] => {
 				if (!visibleOptions) return [];
@@ -752,7 +812,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 				if (hasAll) {
 					flatList.push({
 						label: 'ALL',
-						value: '__all__', // Special value for the ALL option
+						value: ALL_SELECTED_VALUE, // Special value for the ALL option
 						type: 'defined',
 					});
 				}
@@ -784,6 +844,17 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({

 			const flatOptions = getFlatOptions();

+			// If we just opened the dropdown and have options, set first option as active
+			if (justOpenedRef.current && flatOptions.length > 0) {
+				setActiveIndex(0);
+				justOpenedRef.current = false;
+			}
+
+			// If no option is active but we have options and dropdown is open, activate the first one
+			if (isOpen && activeIndex === -1 && flatOptions.length > 0) {
+				setActiveIndex(0);
+			}
+
 			// Get the active input element to check cursor position
 			const activeElement = document.activeElement as HTMLInputElement;
 			const isInputActive = activeElement?.tagName === 'INPUT';
@@ -1129,7 +1200,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 						// If there's an active option in the dropdown, prioritize selecting it
 						if (activeIndex >= 0 && activeIndex < flatOptions.length) {
 							const selectedOption = flatOptions[activeIndex];
-							if (selectedOption.value === '__all__') {
+							if (selectedOption.value === ALL_SELECTED_VALUE) {
 								handleSelectAll();
 							} else if (selectedOption.value && onChange) {
 								const newValues = selectedValues.includes(selectedOption.value)
@@ -1159,6 +1230,10 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 						e.preventDefault();
 						setIsOpen(false);
 						setActiveIndex(-1);
+						// Call onDropdownVisibleChange when Escape is pressed to close dropdown
+						if (onDropdownVisibleChange) {
+							onDropdownVisibleChange(false);
+						}
 						break;

 					case SPACEKEY:
@@ -1168,7 +1243,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 							const selectedOption = flatOptions[activeIndex];

 							// Check if it's the ALL option
-							if (selectedOption.value === '__all__') {
+							if (selectedOption.value === ALL_SELECTED_VALUE) {
 								handleSelectAll();
 							} else if (selectedOption.value && onChange) {
 								const newValues = selectedValues.includes(selectedOption.value)
@@ -1214,7 +1289,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 						e.stopPropagation();
 						e.preventDefault();
 						setIsOpen(true);
-						setActiveIndex(0);
+						justOpenedRef.current = true; // Set flag to initialize active option on next render
 						setActiveChipIndex(-1);
 						break;

@@ -1260,9 +1335,14 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 			}
 		},
 		[
+			allOptionShown,
+			isAllSelected,
+			isOpen,
+			activeIndex,
+			getVisibleChipIndices,
+			getLastVisibleChipIndex,
 			selectedChips,
 			isSelectionMode,
-			isOpen,
 			activeChipIndex,
 			selectedValues,
 			visibleOptions,
@@ -1278,10 +1358,8 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 			startSelection,
 			selectionEnd,
 			extendSelection,
-			activeIndex,
+			onDropdownVisibleChange,
 			handleSelectAll,
-			getVisibleChipIndices,
-			getLastVisibleChipIndex,
 		],
 	);

@@ -1306,6 +1384,14 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 		setIsOpen(false);
 	}, []);

+	// Add a scroll handler for the dropdown
+	const handleDropdownScroll = useCallback(
+		(e: React.UIEvent<HTMLDivElement>): void => {
+			setIsScrolledToBottom(handleScrollToBottom(e));
+		},
+		[],
+	);
+
 	// Custom dropdown render with sections support
 	const customDropdownRender = useCallback((): React.ReactElement => {
 		// Process options based on current search
@@ -1382,6 +1468,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 				onMouseDown={handleDropdownMouseDown}
 				onClick={handleDropdownClick}
 				onKeyDown={handleKeyDown}
+				onScroll={handleDropdownScroll}
 				onBlur={handleBlur}
 				role="listbox"
 				aria-multiselectable="true"
@@ -1460,15 +1547,18 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({

 				{/* Navigation help footer */}
 				<div className="navigation-footer" role="note">
-					{!loading && !errorMessage && !noDataMessage && (
-						<section className="navigate">
-							<ArrowDown size={8} className="icons" />
-							<ArrowUp size={8} className="icons" />
-							<ArrowLeft size={8} className="icons" />
-							<ArrowRight size={8} className="icons" />
-							<span className="keyboard-text">to navigate</span>
-						</section>
-					)}
+					{!loading &&
+						!errorMessage &&
+						!noDataMessage &&
+						!(showIncompleteDataMessage && isScrolledToBottom) && (
+							<section className="navigate">
+								<ArrowDown size={8} className="icons" />
+								<ArrowUp size={8} className="icons" />
+								<ArrowLeft size={8} className="icons" />
+								<ArrowRight size={8} className="icons" />
+								<span className="keyboard-text">to navigate</span>
+							</section>
+						)}
 					{loading && (
 						<div className="navigation-loading">
 							<div className="navigation-icons">
@@ -1494,9 +1584,19 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 						</div>
 					)}

-					{noDataMessage && !loading && (
-						<div className="navigation-text">{noDataMessage}</div>
-					)}
+					{showIncompleteDataMessage &&
+						isScrolledToBottom &&
+						!loading &&
+						!errorMessage && (
+							<div className="navigation-text-incomplete">
+								Use search for more options
+							</div>
+						)}
+
+					{noDataMessage &&
+						!loading &&
+						!(showIncompleteDataMessage && isScrolledToBottom) &&
+						!errorMessage && <div className="navigation-text">{noDataMessage}</div>}
 				</div>
 			</div>
 		);
@@ -1513,6 +1613,7 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 		handleDropdownMouseDown,
 		handleDropdownClick,
 		handleKeyDown,
+		handleDropdownScroll,
 		handleBlur,
 		activeIndex,
 		loading,
@@ -1522,8 +1623,31 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 		renderOptionWithIndex,
 		handleSelectAll,
 		onRetry,
+		showIncompleteDataMessage,
+		isScrolledToBottom,
 	]);

+	// Custom handler for dropdown visibility changes
+	const handleDropdownVisibleChange = useCallback(
+		(visible: boolean): void => {
+			setIsOpen(visible);
+			if (visible) {
+				justOpenedRef.current = true;
+				setActiveIndex(0);
+				setActiveChipIndex(-1);
+			} else {
+				setSearchText('');
+				setActiveIndex(-1);
+				// Don't clear activeChipIndex when dropdown closes to maintain tag focus
+			}
+			// Pass through to the parent component's handler if provided
+			if (onDropdownVisibleChange) {
+				onDropdownVisibleChange(visible);
+			}
+		},
+		[onDropdownVisibleChange],
+	);
+
 	// ===== Side Effects =====

 	// Clear search when dropdown closes
@@ -1588,52 +1712,9 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 			const { label, value, closable, onClose } = props;

 			// If the display value is the special ALL value, render the ALL tag
-			if (value === ALL_SELECTED_VALUE && isAllSelected) {
-				const handleAllTagClose = (
-					e: React.MouseEvent | React.KeyboardEvent,
-				): void => {
-					e.stopPropagation();
-					e.preventDefault();
-					handleInternalChange([]); // Clear selection when ALL tag is closed
-				};
-
-				const handleAllTagKeyDown = (e: React.KeyboardEvent): void => {
-					if (e.key === 'Enter' || e.key === SPACEKEY) {
-						handleAllTagClose(e);
-					}
-					// Prevent Backspace/Delete propagation if needed, handle in main keydown handler
-				};
-
-				return (
-					<div
-						className={cx('ant-select-selection-item', {
-							'ant-select-selection-item-active': activeChipIndex === 0, // Treat ALL tag as index 0 when active
-							'ant-select-selection-item-selected': selectedChips.includes(0),
-						})}
-						style={
-							activeChipIndex === 0 || selectedChips.includes(0)
-								? {
-										borderColor: Color.BG_ROBIN_500,
-										backgroundColor: Color.BG_SLATE_400,
-								  }
-								: undefined
-						}
-					>
-						<span className="ant-select-selection-item-content">ALL</span>
-						{closable && (
-							<span
-								className="ant-select-selection-item-remove"
-								onClick={handleAllTagClose}
-								onKeyDown={handleAllTagKeyDown}
-								role="button"
-								tabIndex={0}
-								aria-label="Remove ALL tag (deselect all)"
-							>
-								×
-							</span>
-						)}
-					</div>
-				);
+			if (allOptionShown) {
+				// Don't render a visible tag - will be shown as placeholder
+				return <div style={{ display: 'none' }} />;
 			}

 			// If not isAllSelected, render individual tags using previous logic
@@ -1713,52 +1794,69 @@ const CustomMultiSelect: React.FC<CustomMultiSelectProps> = ({
 			// Fallback for safety, should not be reached
 			return <div />;
 		},
-		[
-			isAllSelected,
-			handleInternalChange,
-			activeChipIndex,
-			selectedChips,
-			selectedValues,
-			maxTagCount,
-		],
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+		[isAllSelected, activeChipIndex, selectedChips, selectedValues, maxTagCount],
 	);

+	// Simple onClear handler to prevent clearing ALL
+	const onClearHandler = useCallback((): void => {
+		// Skip clearing if ALL is selected
+		if (allOptionShown || isAllSelected) {
+			return;
+		}
+
+		// Normal clear behavior
+		handleInternalChange([], true);
+		if (onClear) onClear();
+	}, [onClear, handleInternalChange, allOptionShown, isAllSelected]);
+
 	// ===== Component Rendering =====
 	return (
-		<Select
-			ref={selectRef}
-			className={cx('custom-multiselect', className, {
-				'has-selection': selectedChips.length > 0 && !isAllSelected,
-				'is-all-selected': isAllSelected,
+		<div
+			className={cx('custom-multiselect-wrapper', {
+				'all-selected': allOptionShown || isAllSelected,
 			})}
-			placeholder={placeholder}
-			mode="multiple"
-			showSearch
-			filterOption={false}
-			onSearch={handleSearch}
-			value={displayValue}
-			onChange={handleInternalChange}
-			onClear={(): void => handleInternalChange([])}
-			onDropdownVisibleChange={setIsOpen}
-			open={isOpen}
-			defaultActiveFirstOption={defaultActiveFirstOption}
-			popupMatchSelectWidth={dropdownMatchSelectWidth}
-			allowClear={allowClear}
-			getPopupContainer={getPopupContainer ?? popupContainer}
-			suffixIcon={<DownOutlined style={{ cursor: 'default' }} />}
-			dropdownRender={customDropdownRender}
-			menuItemSelectedIcon={null}
-			popupClassName={cx('custom-multiselect-dropdown-container', popupClassName)}
-			notFoundContent={<div className="empty-message">{noDataMessage}</div>}
-			onKeyDown={handleKeyDown}
-			tagRender={tagRender as any}
-			placement={placement}
-			listHeight={300}
-			searchValue={searchText}
-			maxTagTextLength={maxTagTextLength}
-			maxTagCount={isAllSelected ? 1 : maxTagCount}
-			{...rest}
-		/>
+		>
+			{(allOptionShown || isAllSelected) && !searchText && (
+				<div className="all-text">ALL</div>
+			)}
+			<Select
+				ref={selectRef}
+				className={cx('custom-multiselect', className, {
+					'has-selection': selectedChips.length > 0 && !isAllSelected,
+					'is-all-selected': isAllSelected,
+				})}
+				placeholder={placeholder}
+				mode="multiple"
+				showSearch
+				filterOption={false}
+				onSearch={handleSearch}
+				value={displayValue}
+				onChange={(newValue): void => {
+					handleInternalChange(newValue, false);
+				}}
+				onClear={onClearHandler}
+				onDropdownVisibleChange={handleDropdownVisibleChange}
+				open={isOpen}
+				defaultActiveFirstOption={defaultActiveFirstOption}
+				popupMatchSelectWidth={dropdownMatchSelectWidth}
+				allowClear={allowClear}
+				getPopupContainer={getPopupContainer ?? popupContainer}
+				suffixIcon={<DownOutlined style={{ cursor: 'default' }} />}
+				dropdownRender={customDropdownRender}
+				menuItemSelectedIcon={null}
+				popupClassName={cx('custom-multiselect-dropdown-container', popupClassName)}
+				notFoundContent={<div className="empty-message">{noDataMessage}</div>}
+				onKeyDown={handleKeyDown}
+				tagRender={tagRender as any}
+				placement={placement}
+				listHeight={300}
+				searchValue={searchText}
+				maxTagTextLength={maxTagTextLength}
+				maxTagCount={isAllSelected ? undefined : maxTagCount}
+				{...rest}
+			/>
+		</div>
 	);
 };

--- a/frontend/src/components/NewSelect/CustomSelect.tsx
+++ b/frontend/src/components/NewSelect/CustomSelect.tsx
@@ -29,6 +29,7 @@ import { popupContainer } from 'utils/selectPopupContainer';
 import { CustomSelectProps, OptionData } from './types';
 import {
 	filterOptionsBySearch,
+	handleScrollToBottom,
 	prioritizeOrAddOptionForSingleSelect,
 	SPACEKEY,
 } from './utils';
@@ -57,17 +58,29 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 	errorMessage,
 	allowClear = false,
 	onRetry,
+	showIncompleteDataMessage = false,
 	...rest
 }) => {
 	// ===== State & Refs =====
 	const [isOpen, setIsOpen] = useState(false);
 	const [searchText, setSearchText] = useState('');
 	const [activeOptionIndex, setActiveOptionIndex] = useState<number>(-1);
+	const [isScrolledToBottom, setIsScrolledToBottom] = useState(false);

 	// Refs for element access and scroll behavior
 	const selectRef = useRef<BaseSelectRef>(null);
 	const dropdownRef = useRef<HTMLDivElement>(null);
 	const optionRefs = useRef<Record<number, HTMLDivElement | null>>({});
+	// Flag to track if dropdown just opened
+	const justOpenedRef = useRef<boolean>(false);
+
+	// Add a scroll handler for the dropdown
+	const handleDropdownScroll = useCallback(
+		(e: React.UIEvent<HTMLDivElement>): void => {
+			setIsScrolledToBottom(handleScrollToBottom(e));
+		},
+		[],
+	);

 	// ===== Option Filtering & Processing Utilities =====

@@ -130,23 +143,33 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 		(text: string, searchQuery: string): React.ReactNode => {
 			if (!searchQuery || !highlightSearch) return text;

-			const parts = text.split(new RegExp(`(${searchQuery})`, 'gi'));
-			return (
-				<>
-					{parts.map((part, i) => {
-						// Create a deterministic but unique key
-						const uniqueKey = `${text.substring(0, 3)}-${part.substring(0, 3)}-${i}`;
+			try {
+				const parts = text.split(
+					new RegExp(
+						`(${searchQuery.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&')})`,
+						'gi',
+					),
+				);
+				return (
+					<>
+						{parts.map((part, i) => {
+							// Create a deterministic but unique key
+							const uniqueKey = `${text.substring(0, 3)}-${part.substring(0, 3)}-${i}`;

-						return part.toLowerCase() === searchQuery.toLowerCase() ? (
-							<span key={uniqueKey} className="highlight-text">
-								{part}
-							</span>
-						) : (
-							part
-						);
-					})}
-				</>
-			);
+							return part.toLowerCase() === searchQuery.toLowerCase() ? (
+								<span key={uniqueKey} className="highlight-text">
+									{part}
+								</span>
+							) : (
+								part
+							);
+						})}
+					</>
+				);
+			} catch (error) {
+				console.error('Error in text highlighting:', error);
+				return text;
+			}
 		},
 		[highlightSearch],
 	);
@@ -246,9 +269,14 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 			const trimmedValue = value.trim();
 			setSearchText(trimmedValue);

+			// Reset active option index when search changes
+			if (isOpen) {
+				setActiveOptionIndex(0);
+			}
+
 			if (onSearch) onSearch(trimmedValue);
 		},
-		[onSearch],
+		[onSearch, isOpen],
 	);

 	/**
@@ -272,14 +300,23 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 					const flatList: OptionData[] = [];

 					// Process options
+					let processedOptions = isEmpty(value)
+						? filteredOptions
+						: prioritizeOrAddOptionForSingleSelect(filteredOptions, value);
+
+					if (!isEmpty(searchText)) {
+						processedOptions = filterOptionsBySearch(processedOptions, searchText);
+					}
+
 					const { sectionOptions, nonSectionOptions } = splitOptions(
-						isEmpty(value)
-							? filteredOptions
-							: prioritizeOrAddOptionForSingleSelect(filteredOptions, value),
+						processedOptions,
 					);

 					// Add custom option if needed
-					if (!isEmpty(searchText) && !isLabelPresent(filteredOptions, searchText)) {
+					if (
+						!isEmpty(searchText) &&
+						!isLabelPresent(processedOptions, searchText)
+					) {
 						flatList.push({
 							label: searchText,
 							value: searchText,
@@ -300,33 +337,52 @@ const CustomSelect: React.FC<CustomSelectProps> = ({

 				const options = getFlatOptions();

+				// If we just opened the dropdown and have options, set first option as active
+				if (justOpenedRef.current && options.length > 0) {
+					setActiveOptionIndex(0);
+					justOpenedRef.current = false;
+				}
+
+				// If no option is active but we have options, activate the first one
+				if (activeOptionIndex === -1 && options.length > 0) {
+					setActiveOptionIndex(0);
+				}
+
 				switch (e.key) {
 					case 'ArrowDown':
 						e.preventDefault();
-						setActiveOptionIndex((prev) =>
-							prev < options.length - 1 ? prev + 1 : 0,
-						);
+						if (options.length > 0) {
+							setActiveOptionIndex((prev) =>
+								prev < options.length - 1 ? prev + 1 : 0,
+							);
+						}
 						break;

 					case 'ArrowUp':
 						e.preventDefault();
-						setActiveOptionIndex((prev) =>
-							prev > 0 ? prev - 1 : options.length - 1,
-						);
+						if (options.length > 0) {
+							setActiveOptionIndex((prev) =>
+								prev > 0 ? prev - 1 : options.length - 1,
+							);
+						}
 						break;

 					case 'Tab':
 						// Tab navigation with Shift key support
 						if (e.shiftKey) {
 							e.preventDefault();
-							setActiveOptionIndex((prev) =>
-								prev > 0 ? prev - 1 : options.length - 1,
-							);
+							if (options.length > 0) {
+								setActiveOptionIndex((prev) =>
+									prev > 0 ? prev - 1 : options.length - 1,
+								);
+							}
 						} else {
 							e.preventDefault();
-							setActiveOptionIndex((prev) =>
-								prev < options.length - 1 ? prev + 1 : 0,
-							);
+							if (options.length > 0) {
+								setActiveOptionIndex((prev) =>
+									prev < options.length - 1 ? prev + 1 : 0,
+								);
+							}
 						}
 						break;

@@ -339,6 +395,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 								onChange(selectedOption.value, selectedOption);
 								setIsOpen(false);
 								setActiveOptionIndex(-1);
+								setSearchText('');
 							}
 						} else if (!isEmpty(searchText)) {
 							// Add custom value when no option is focused
@@ -351,6 +408,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 								onChange(customOption.value, customOption);
 								setIsOpen(false);
 								setActiveOptionIndex(-1);
+								setSearchText('');
 							}
 						}
 						break;
@@ -359,6 +417,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 						e.preventDefault();
 						setIsOpen(false);
 						setActiveOptionIndex(-1);
+						setSearchText('');
 						break;

 					case ' ': // Space key
@@ -369,6 +428,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 								onChange(selectedOption.value, selectedOption);
 								setIsOpen(false);
 								setActiveOptionIndex(-1);
+								setSearchText('');
 							}
 						}
 						break;
@@ -379,7 +439,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 				// Open dropdown when Down or Tab is pressed while closed
 				e.preventDefault();
 				setIsOpen(true);
-				setActiveOptionIndex(0);
+				justOpenedRef.current = true; // Set flag to initialize active option on next render
 			}
 		},
 		[
@@ -444,6 +504,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 				className="custom-select-dropdown"
 				onClick={handleDropdownClick}
 				onKeyDown={handleKeyDown}
+				onScroll={handleDropdownScroll}
 				role="listbox"
 				tabIndex={-1}
 				aria-activedescendant={
@@ -454,7 +515,6 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 				<div className="no-section-options">
 					{nonSectionOptions.length > 0 && mapOptions(nonSectionOptions)}
 				</div>
-
 				{/* Section options */}
 				{sectionOptions.length > 0 &&
 					sectionOptions.map((section) =>
@@ -472,13 +532,16 @@ const CustomSelect: React.FC<CustomSelectProps> = ({

 				{/* Navigation help footer */}
 				<div className="navigation-footer" role="note">
-					{!loading && !errorMessage && !noDataMessage && (
-						<section className="navigate">
-							<ArrowDown size={8} className="icons" />
-							<ArrowUp size={8} className="icons" />
-							<span className="keyboard-text">to navigate</span>
-						</section>
-					)}
+					{!loading &&
+						!errorMessage &&
+						!noDataMessage &&
+						!(showIncompleteDataMessage && isScrolledToBottom) && (
+							<section className="navigate">
+								<ArrowDown size={8} className="icons" />
+								<ArrowUp size={8} className="icons" />
+								<span className="keyboard-text">to navigate</span>
+							</section>
+						)}
 					{loading && (
 						<div className="navigation-loading">
 							<div className="navigation-icons">
@@ -504,9 +567,19 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 						</div>
 					)}

-					{noDataMessage && !loading && (
-						<div className="navigation-text">{noDataMessage}</div>
-					)}
+					{showIncompleteDataMessage &&
+						isScrolledToBottom &&
+						!loading &&
+						!errorMessage && (
+							<div className="navigation-text-incomplete">
+								Use search for more options
+							</div>
+						)}
+
+					{noDataMessage &&
+						!loading &&
+						!(showIncompleteDataMessage && isScrolledToBottom) &&
+						!errorMessage && <div className="navigation-text">{noDataMessage}</div>}
 				</div>
 			</div>
 		);
@@ -520,6 +593,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 		isLabelPresent,
 		handleDropdownClick,
 		handleKeyDown,
+		handleDropdownScroll,
 		activeOptionIndex,
 		loading,
 		errorMessage,
@@ -527,8 +601,22 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 		dropdownRender,
 		renderOptionWithIndex,
 		onRetry,
+		showIncompleteDataMessage,
+		isScrolledToBottom,
 	]);

+	// Handle dropdown visibility changes
+	const handleDropdownVisibleChange = useCallback((visible: boolean): void => {
+		setIsOpen(visible);
+		if (visible) {
+			justOpenedRef.current = true;
+			setActiveOptionIndex(0);
+		} else {
+			setSearchText('');
+			setActiveOptionIndex(-1);
+		}
+	}, []);
+
 	// ===== Side Effects =====

 	// Clear search text when dropdown closes
@@ -582,7 +670,7 @@ const CustomSelect: React.FC<CustomSelectProps> = ({
 			onSearch={handleSearch}
 			value={value}
 			onChange={onChange}
-			onDropdownVisibleChange={setIsOpen}
+			onDropdownVisibleChange={handleDropdownVisibleChange}
 			open={isOpen}
 			options={optionsWithHighlight}
 			defaultActiveFirstOption={defaultActiveFirstOption}
--- a/frontend/src/components/NewSelect/styles.scss
+++ b/frontend/src/components/NewSelect/styles.scss
@@ -35,6 +35,43 @@ $custom-border-color: #2c3044;
 	width: 100%;
 	position: relative;

+	&.is-all-selected {
+		.ant-select-selection-search-input {
+			caret-color: transparent;
+		}
+
+		.ant-select-selection-placeholder {
+			opacity: 1 !important;
+			color: var(--bg-vanilla-400) !important;
+			font-weight: 500;
+			visibility: visible !important;
+			pointer-events: none;
+			z-index: 2;
+
+			.lightMode & {
+				color: rgba(0, 0, 0, 0.85) !important;
+			}
+		}
+
+		&.ant-select-focused .ant-select-selection-placeholder {
+			opacity: 0.45 !important;
+		}
+	}
+
+	.all-selected-text {
+		position: absolute;
+		left: 12px;
+		top: 50%;
+		transform: translateY(-50%);
+		color: var(--bg-vanilla-400);
+		z-index: 1;
+		pointer-events: none;
+
+		.lightMode & {
+			color: rgba(0, 0, 0, 0.85);
+		}
+	}
+
 	.ant-select-selector {
 		max-height: 200px;
 		overflow: auto;
@@ -158,7 +195,7 @@ $custom-border-color: #2c3044;
 // Custom dropdown styles for single select
 .custom-select-dropdown {
 	padding: 8px 0 0 0;
-	max-height: 500px;
+	max-height: 300px;
 	overflow-y: auto;
 	overflow-x: hidden;
 	scrollbar-width: thin;
@@ -276,6 +313,10 @@ $custom-border-color: #2c3044;
 		font-size: 12px;
 	}

+	.navigation-text-incomplete {
+		color: var(--bg-amber-600) !important;
+	}
+
 	.navigation-error {
 		.navigation-text,
 		.navigation-icons {
@@ -322,7 +363,7 @@ $custom-border-color: #2c3044;
 // Custom dropdown styles for multi-select
 .custom-multiselect-dropdown {
 	padding: 8px 0 0 0;
-	max-height: 500px;
+	max-height: 350px;
 	overflow-y: auto;
 	overflow-x: hidden;
 	scrollbar-width: thin;
@@ -656,6 +697,10 @@ $custom-border-color: #2c3044;
 			border: 1px solid #e8e8e8;
 			color: rgba(0, 0, 0, 0.85);

+			font-size: 12px !important;
+			height: 20px;
+			line-height: 18px;
+
 			.ant-select-selection-item-content {
 				color: rgba(0, 0, 0, 0.85);
 			}
@@ -836,3 +881,38 @@ $custom-border-color: #2c3044;
 		}
 	}
 }
+
+.custom-multiselect-wrapper {
+	position: relative;
+	width: 100%;
+
+	&.all-selected {
+		.all-text {
+			position: absolute;
+			left: 12px;
+			top: 50%;
+			transform: translateY(-50%);
+			color: var(--bg-vanilla-400);
+			font-weight: 500;
+			z-index: 2;
+			pointer-events: none;
+			transition: opacity 0.2s ease, visibility 0.2s ease;
+
+			.lightMode & {
+				color: rgba(0, 0, 0, 0.85);
+			}
+		}
+
+		&:focus-within .all-text {
+			opacity: 0.45;
+		}
+
+		.ant-select-selection-search-input {
+			caret-color: auto;
+		}
+
+		.ant-select-selection-placeholder {
+			display: none;
+		}
+	}
+}
--- a/frontend/src/components/NewSelect/types.ts
+++ b/frontend/src/components/NewSelect/types.ts
@@ -24,9 +24,10 @@ export interface CustomSelectProps extends Omit<SelectProps, 'options'> {
 	highlightSearch?: boolean;
 	placement?: 'topLeft' | 'topRight' | 'bottomLeft' | 'bottomRight';
 	popupMatchSelectWidth?: boolean;
-	errorMessage?: string;
+	errorMessage?: string | null;
 	allowClear?: SelectProps['allowClear'];
 	onRetry?: () => void;
+	showIncompleteDataMessage?: boolean;
 }

 export interface CustomTagProps {
@@ -51,10 +52,12 @@ export interface CustomMultiSelectProps
 	getPopupContainer?: (triggerNode: HTMLElement) => HTMLElement;
 	dropdownRender?: (menu: React.ReactElement) => React.ReactElement;
 	highlightSearch?: boolean;
-	errorMessage?: string;
+	errorMessage?: string | null;
 	popupClassName?: string;
 	placement?: 'topLeft' | 'topRight' | 'bottomLeft' | 'bottomRight';
 	maxTagCount?: number;
 	allowClear?: SelectProps['allowClear'];
 	onRetry?: () => void;
+	maxTagTextLength?: number;
+	showIncompleteDataMessage?: boolean;
 }
--- a/frontend/src/components/NewSelect/utils.ts
+++ b/frontend/src/components/NewSelect/utils.ts
@@ -133,3 +133,15 @@ export const filterOptionsBySearch = (
 		})
 		.filter(Boolean) as OptionData[];
 };
+
+/**
+ * Utility function to handle dropdown scroll and detect when scrolled to bottom
+ * Returns true when scrolled to within 20px of the bottom
+ */
+export const handleScrollToBottom = (
+	e: React.UIEvent<HTMLDivElement>,
+): boolean => {
+	const { scrollTop, scrollHeight, clientHeight } = e.currentTarget;
+	// Consider "scrolled to bottom" when within 20px of the bottom or at the bottom
+	return scrollHeight - scrollTop - clientHeight < 20;
+};
--- a/frontend/src/components/OrderBy/ListViewOrderBy.styles.scss
+++ b/frontend/src/components/OrderBy/ListViewOrderBy.styles.scss
@@ -0,0 +1,7 @@
+.order-by-loading-container {
+	padding: 4px;
+	display: flex;
+	flex-direction: column;
+	align-items: center;
+	justify-content: center;
+}
--- a/frontend/src/components/OrderBy/ListViewOrderBy.tsx
+++ b/frontend/src/components/OrderBy/ListViewOrderBy.tsx
@@ -0,0 +1,115 @@
+import './ListViewOrderBy.styles.scss';
+
+import { Select, Spin } from 'antd';
+import { getKeySuggestions } from 'api/querySuggestions/getKeySuggestions';
+import { useEffect, useRef, useState } from 'react';
+import { useQuery } from 'react-query';
+import { QueryKeyDataSuggestionsProps } from 'types/api/querySuggestions/types';
+import { DataSource } from 'types/common/queryBuilder';
+
+interface ListViewOrderByProps {
+	value: string;
+	onChange: (value: string) => void;
+	dataSource: DataSource;
+}
+
+// Loader component for the dropdown when loading or no results
+function Loader({ isLoading }: { isLoading: boolean }): JSX.Element {
+	return (
+		<div className="order-by-loading-container">
+			{isLoading ? <Spin size="default" /> : 'No results found'}
+		</div>
+	);
+}
+
+function ListViewOrderBy({
+	value,
+	onChange,
+	dataSource,
+}: ListViewOrderByProps): JSX.Element {
+	const [searchInput, setSearchInput] = useState('');
+	const [debouncedInput, setDebouncedInput] = useState('');
+	const [selectOptions, setSelectOptions] = useState<
+		{ label: string; value: string }[]
+	>([]);
+	const debounceTimer = useRef<ReturnType<typeof setTimeout> | null>(null);
+
+	// Fetch key suggestions based on debounced input
+	const { data, isLoading } = useQuery({
+		queryKey: ['orderByKeySuggestions', dataSource, debouncedInput],
+		queryFn: async () => {
+			const response = await getKeySuggestions({
+				signal: dataSource,
+				searchText: debouncedInput,
+			});
+			return response.data;
+		},
+	});
+
+	useEffect(
+		() => (): void => {
+			if (debounceTimer.current) {
+				clearTimeout(debounceTimer.current);
+			}
+		},
+		[],
+	);
+
+	// Update options when API data changes
+	useEffect(() => {
+		const rawKeys: QueryKeyDataSuggestionsProps[] = data?.data?.keys
+			? Object.values(data.data?.keys).flat()
+			: [];
+
+		const keyNames = rawKeys.map((key) => key.name);
+		const uniqueKeys = [
+			...new Set(searchInput ? keyNames : ['timestamp', ...keyNames]),
+		];
+
+		const updatedOptions = uniqueKeys.flatMap((key) => [
+			{ label: `${key} (desc)`, value: `${key}:desc` },
+			{ label: `${key} (asc)`, value: `${key}:asc` },
+		]);
+
+		setSelectOptions(updatedOptions);
+	}, [data, searchInput]);
+
+	// Handle search input with debounce
+	const handleSearch = (input: string): void => {
+		setSearchInput(input);
+
+		// Filter current options for instant client-side match
+		const filteredOptions = selectOptions.filter((option) =>
+			option.value.toLowerCase().includes(input.trim().toLowerCase()),
+		);
+
+		// If no match found or input is empty, trigger debounced fetch
+		if (filteredOptions.length === 0 || input === '') {
+			if (debounceTimer.current) {
+				clearTimeout(debounceTimer.current);
+			}
+
+			debounceTimer.current = setTimeout(() => {
+				setDebouncedInput(input);
+			}, 100);
+		}
+	};
+
+	return (
+		<Select
+			showSearch
+			value={value}
+			onChange={onChange}
+			onSearch={handleSearch}
+			notFoundContent={<Loader isLoading={isLoading} />}
+			placeholder="Select an attribute"
+			style={{ width: 200 }}
+			options={selectOptions}
+			filterOption={(input, option): boolean =>
+				(option?.value ?? '').toLowerCase().includes(input.trim().toLowerCase())
+			}
+		/>
+	);
+}
+
+export default ListViewOrderBy;
--- a/frontend/src/components/PanelDataLoading/PanelDataLoading.styles.scss
+++ b/frontend/src/components/PanelDataLoading/PanelDataLoading.styles.scss
@@ -0,0 +1,19 @@
+.loading-panel-data {
+	padding: 24px 0;
+	height: 240px;
+
+	display: flex;
+	justify-content: center;
+	align-items: flex-start;
+
+	.loading-panel-data-content {
+		display: flex;
+		align-items: flex-start;
+		flex-direction: column;
+
+		.loading-gif {
+			height: 72px;
+			margin-left: -24px;
+		}
+	}
+}
--- a/frontend/src/components/PanelDataLoading/PanelDataLoading.tsx
+++ b/frontend/src/components/PanelDataLoading/PanelDataLoading.tsx
@@ -0,0 +1,19 @@
+import './PanelDataLoading.styles.scss';
+
+import { Typography } from 'antd';
+
+export function PanelDataLoading(): JSX.Element {
+	return (
+		<div className="loading-panel-data">
+			<div className="loading-panel-data-content">
+				<img
+					className="loading-gif"
+					src="/Icons/loading-plane.gif"
+					alt="wait-icon"
+				/>
+
+				<Typography.Text>Fetching data...</Typography.Text>
+			</div>
+		</div>
+	);
+}
--- a/frontend/src/components/QueryBuilderV2/QueryBuilderV2.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryBuilderV2.styles.scss
@@ -0,0 +1,553 @@
+.query-builder-v2 {
+	display: flex;
+	flex-direction: row;
+	gap: 4px;
+
+	width: 100%;
+
+	border-bottom: 1px solid var(--bg-slate-400);
+	border-top: 1px solid var(--bg-slate-400);
+
+	font-family: Inter, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto,
+		'Helvetica Neue', sans-serif;
+
+	border-right: none;
+	border-left: none;
+
+	.qb-content-container {
+		display: flex;
+		flex-direction: column;
+		width: calc(100% - 44px);
+
+		flex: 1;
+
+		position: relative;
+	}
+
+	.qb-content-section {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+		padding: 8px;
+
+		flex: 1;
+
+		.qb-header-container {
+			display: flex;
+			flex-direction: row;
+			justify-content: space-between;
+			align-items: center;
+
+			margin-left: 32px;
+
+			.query-actions-container {
+				display: flex;
+				flex-direction: row;
+				gap: 8px;
+				justify-content: space-between;
+				align-items: center;
+				width: 100%;
+			}
+		}
+
+		.qb-elements-container {
+			display: flex;
+			flex-direction: column;
+			gap: 8px;
+
+			margin-left: 108px;
+
+			.code-mirror-where-clause,
+			.query-aggregation-container,
+			.query-add-ons,
+			.metrics-aggregation-section-content {
+				position: relative;
+
+				&::before {
+					content: '';
+					position: absolute;
+					left: -10px;
+					top: 12px;
+					width: 6px;
+					height: 6px;
+					border-left: 6px dotted #1d212d;
+				}
+
+				/* Horizontal line pointing from vertical to the item */
+				&::after {
+					content: '';
+					position: absolute;
+					left: -28px;
+					top: 15px;
+					width: 24px;
+					height: 1px;
+					background: repeating-linear-gradient(
+						to right,
+						#1d212d,
+						#1d212d 4px,
+						transparent 4px,
+						transparent 8px
+					);
+				}
+			}
+		}
+	}
+
+	.where-clause-view {
+		.qb-content-section {
+			.qb-elements-container {
+				margin-left: 0px;
+
+				.code-mirror-where-clause,
+				.query-aggregation-container,
+				.query-add-ons,
+				.metrics-aggregation-section-content {
+					&::before {
+						display: none;
+					}
+
+					&::after {
+						display: none;
+					}
+				}
+			}
+		}
+	}
+
+	.query-names-section {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+
+		width: 44px;
+		padding: 8px;
+
+		border-left: 1px solid var(--bg-slate-400);
+
+		.query-name {
+			display: flex;
+			flex-direction: column;
+			justify-content: center;
+			align-items: center;
+			gap: 10px;
+
+			padding: 4px;
+
+			border-radius: 0px 2px 2px 0px;
+
+			border-radius: 2px;
+			border: 1px solid rgba(242, 71, 105, 0.2);
+			background: rgba(242, 71, 105, 0.1);
+
+			color: var(--Sakura-400, #f56c87);
+			font-family: 'Space Mono';
+			font-size: 12px;
+			font-style: normal;
+			font-weight: 400;
+			line-height: 16px; /* 128.571% */
+			text-transform: uppercase;
+		}
+
+		.formula-name {
+			display: flex;
+
+			flex-direction: column;
+			justify-content: center;
+			align-items: center;
+			gap: 10px;
+
+			padding: 4px;
+
+			border-radius: 0px 2px 2px 0px;
+
+			border-radius: 2px;
+			border: 1px solid rgba(173, 127, 88, 0.2);
+			background: rgba(173, 127, 88, 0.1);
+
+			color: var(--Sienna-500, #ad7f58);
+			font-family: 'Space Mono';
+			font-size: 12px;
+			font-style: normal;
+			font-weight: 400;
+			line-height: 16px; /* 128.571% */
+			text-transform: uppercase;
+		}
+	}
+
+	.qb-formulas-container {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+
+		margin-left: 32px;
+		padding-bottom: 16px;
+		padding-left: 8px;
+
+		.qb-formula {
+			.ant-row {
+				row-gap: 8px !important;
+			}
+
+			.qb-entity-options {
+				margin-left: 8px;
+
+				padding-right: 8px;
+			}
+
+			.formula-container {
+				margin-left: 82px;
+				padding: 4px 0px;
+
+				.ant-col {
+					&::before {
+						content: '';
+						position: absolute;
+						left: -10px;
+						top: 12px;
+						width: 6px;
+						height: 6px;
+						border-left: 6px dotted #1d212d;
+					}
+
+					/* Horizontal line pointing from vertical to the item */
+					&::after {
+						content: '';
+						position: absolute;
+						left: -28px;
+						top: 15px;
+						width: 24px;
+						height: 1px;
+						background: repeating-linear-gradient(
+							to right,
+							#1d212d,
+							#1d212d 4px,
+							transparent 4px,
+							transparent 8px
+						);
+					}
+				}
+
+				.formula-expression {
+					border-bottom-left-radius: 0px !important;
+					border-bottom-right-radius: 0px !important;
+
+					font-family: 'Space Mono';
+					font-size: 12px;
+					font-style: normal;
+					font-weight: 400;
+					line-height: 16px; /* 128.571% */
+
+					resize: none;
+				}
+
+				.formula-legend {
+					border-top-left-radius: 0px !important;
+					border-top-right-radius: 0px !important;
+
+					.ant-input-group-addon {
+						border-top-left-radius: 0px !important;
+						border-top-right-radius: 0px !important;
+					}
+
+					.ant-input {
+						border-top-left-radius: 0px !important;
+						border-top-right-radius: 0px !important;
+					}
+				}
+			}
+		}
+	}
+
+	.qb-footer {
+		padding: 0 8px 16px 8px;
+
+		.qb-footer-container {
+			display: flex;
+			flex-direction: row;
+			gap: 8px;
+
+			margin-left: 32px;
+
+			.qb-add-new-query {
+				display: flex;
+				flex-direction: row;
+				gap: 8px;
+
+				&::before {
+					content: '';
+					height: calc(100% - 82px);
+					content: '';
+					position: absolute;
+					left: 56px;
+					top: 31px;
+					bottom: 0;
+					width: 1px;
+					background: repeating-linear-gradient(
+						to bottom,
+						#1d212d,
+						#1d212d 4px,
+						transparent 4px,
+						transparent 8px
+					);
+				}
+			}
+		}
+	}
+
+	.qb-entity-options {
+		display: flex;
+		flex-direction: row;
+		gap: 8px;
+
+		.options {
+			.query-name {
+				border-radius: 0px 2px 2px 0px !important;
+				border: 1px solid rgba(242, 71, 105, 0.2) !important;
+				background: rgba(242, 71, 105, 0.1) !important;
+
+				color: var(--Sakura-400, #f56c87) !important;
+				font-family: 'Space Mono';
+				font-size: 14px;
+				font-style: normal;
+				font-weight: 400;
+				line-height: 18px; /* 128.571% */
+				text-transform: uppercase;
+
+				&::before {
+					content: '';
+					height: 120px;
+					content: '';
+					position: absolute;
+					left: 0;
+					top: 31px;
+					bottom: 0;
+					width: 1px;
+					background: repeating-linear-gradient(
+						to bottom,
+						#1d212d,
+						#1d212d 4px,
+						transparent 4px,
+						transparent 8px
+					);
+					left: 15px;
+				}
+			}
+
+			.formula-name {
+				border-radius: 0px 2px 2px 0px;
+				border: 1px solid rgba(173, 127, 88, 0.2);
+				background: rgba(173, 127, 88, 0.1);
+
+				font-family: 'Space Mono';
+				font-size: 14px;
+				font-style: normal;
+				font-weight: 400;
+				line-height: 18px; /* 128.571% */
+				text-transform: uppercase;
+
+				&::before {
+					content: '';
+					height: 65px;
+					content: '';
+					position: absolute;
+					left: 0;
+					top: 31px;
+					bottom: 0;
+					width: 1px;
+					background: repeating-linear-gradient(
+						to bottom,
+						#1d212d,
+						#1d212d 4px,
+						transparent 4px,
+						transparent 8px
+					);
+					left: 15px;
+				}
+			}
+		}
+
+		.query-data-source {
+			margin-left: 8px;
+
+			.ant-select-selector {
+				min-width: 120px;
+
+				border-radius: 2px;
+				border: 1px solid var(--Slate-400, #1d212d);
+				background: var(--Ink-300, #16181d);
+				box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
+			}
+		}
+	}
+
+	.qb-search-container {
+		.metrics-select-container {
+			margin-bottom: 12px;
+		}
+	}
+
+	.qb-search-filter-container {
+		display: flex;
+		flex-direction: row;
+		align-items: flex-start;
+		gap: 8px;
+
+		flex-wrap: wrap;
+
+		.query-search-container {
+			flex: 1;
+		}
+
+		.traces-search-filter-container {
+			display: flex;
+			flex-direction: row;
+			align-items: center;
+			gap: 8px;
+
+			width: 180px;
+		}
+
+		.ant-select {
+			height: auto;
+		}
+
+		.ant-select-selector {
+			border-radius: 2px;
+			border: 1px solid var(--Slate-400, #1d212d) !important;
+			background: var(--Ink-300, #16181d) !important;
+			height: 34px !important;
+			box-sizing: border-box !important;
+		}
+
+		.ant-select-arrow {
+			color: var(--bg-vanilla-400) !important;
+		}
+	}
+
+	.query-actions-dropdown {
+		cursor: pointer;
+	}
+}
+
+.lightMode {
+	.query-builder-v2 {
+		border-bottom: 1px solid var(--bg-vanilla-300);
+		border-top: 1px solid var(--bg-vanilla-300);
+
+		.qb-content-section {
+			.qb-elements-container {
+				.code-mirror-where-clause,
+				.query-aggregation-container,
+				.query-add-ons,
+				.metrics-aggregation-section-content {
+					&::before {
+						border-left: 6px dotted var(--bg-vanilla-300);
+					}
+
+					/* Horizontal line pointing from vertical to the item */
+					&::after {
+						background: repeating-linear-gradient(
+							to right,
+							var(--bg-vanilla-300),
+							var(--bg-vanilla-300) 4px,
+							transparent 4px,
+							transparent 8px
+						);
+					}
+				}
+			}
+		}
+
+		.query-names-section {
+			border-left: 1px solid var(--bg-vanilla-300);
+		}
+
+		.qb-formulas-container {
+			.qb-formula {
+				.formula-container {
+					.ant-col {
+						&::before {
+							border-left: 6px dotted var(--bg-vanilla-300);
+						}
+
+						/* Horizontal line pointing from vertical to the item */
+						&::after {
+							background: repeating-linear-gradient(
+								to right,
+								var(--bg-vanilla-300),
+								var(--bg-vanilla-300) 4px,
+								transparent 4px,
+								transparent 8px
+							);
+						}
+					}
+				}
+			}
+		}
+
+		.qb-footer {
+			.qb-footer-container {
+				.qb-add-new-query {
+					&::before {
+						background: repeating-linear-gradient(
+							to bottom,
+							var(--bg-vanilla-300),
+							var(--bg-vanilla-300) 4px,
+							transparent 4px,
+							transparent 8px
+						);
+					}
+				}
+			}
+		}
+
+		.qb-entity-options {
+			.options {
+				.query-name {
+					&::before {
+						background: repeating-linear-gradient(
+							to bottom,
+							var(--bg-vanilla-300),
+							var(--bg-vanilla-300) 4px,
+							transparent 4px,
+							transparent 8px
+						);
+					}
+				}
+
+				.formula-name {
+					&::before {
+						background: repeating-linear-gradient(
+							to bottom,
+							var(--bg-vanilla-300),
+							var(--bg-vanilla-300) 4px,
+							transparent 4px,
+							transparent 8px
+						);
+						left: 15px;
+					}
+				}
+			}
+
+			.query-data-source {
+				.ant-select-selector {
+					border: 1px solid var(--bg-vanilla-300) !important;
+					background: var(--bg-vanilla-100) !important;
+					box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1) !important;
+				}
+			}
+		}
+
+		.qb-search-filter-container {
+			.ant-select-selector {
+				border: 1px solid var(--bg-vanilla-300) !important;
+				background: var(--bg-vanilla-100) !important;
+				box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1) !important;
+			}
+
+			.ant-select-arrow {
+				color: var(--bg-vanilla-400) !important;
+			}
+		}
+	}
+}
--- a/frontend/src/components/QueryBuilderV2/QueryBuilderV2.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryBuilderV2.tsx
@@ -0,0 +1,187 @@
+import './QueryBuilderV2.styles.scss';
+
+import { OPERATORS, PANEL_TYPES } from 'constants/queryBuilder';
+import { Formula } from 'container/QueryBuilder/components/Formula';
+import { QueryBuilderProps } from 'container/QueryBuilder/QueryBuilder.interfaces';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { memo, useEffect, useMemo, useRef } from 'react';
+import { DataSource } from 'types/common/queryBuilder';
+
+import { QueryBuilderV2Provider } from './QueryBuilderV2Context';
+import QueryFooter from './QueryV2/QueryFooter/QueryFooter';
+import { QueryV2 } from './QueryV2/QueryV2';
+
+export const QueryBuilderV2 = memo(function QueryBuilderV2({
+	config,
+	panelType: newPanelType,
+	filterConfigs = {},
+	queryComponents,
+	isListViewPanel = false,
+	showOnlyWhereClause = false,
+	version,
+}: QueryBuilderProps): JSX.Element {
+	const {
+		currentQuery,
+		addNewBuilderQuery,
+		addNewFormula,
+		handleSetConfig,
+		panelType,
+		initialDataSource,
+	} = useQueryBuilder();
+
+	const containerRef = useRef(null);
+
+	const currentDataSource = useMemo(
+		() =>
+			(config && config.queryVariant === 'static' && config.initialDataSource) ||
+			null,
+		[config],
+	);
+
+	useEffect(() => {
+		if (currentDataSource !== initialDataSource || newPanelType !== panelType) {
+			if (newPanelType === PANEL_TYPES.BAR) {
+				handleSetConfig(PANEL_TYPES.BAR, DataSource.METRICS);
+				return;
+			}
+			handleSetConfig(newPanelType, currentDataSource);
+		}
+	}, [
+		handleSetConfig,
+		panelType,
+		initialDataSource,
+		currentDataSource,
+		newPanelType,
+	]);
+
+	const listViewLogFilterConfigs: QueryBuilderProps['filterConfigs'] = useMemo(() => {
+		const config: QueryBuilderProps['filterConfigs'] = {
+			stepInterval: { isHidden: true, isDisabled: true },
+			having: { isHidden: true, isDisabled: true },
+			filters: {
+				customKey: 'body',
+				customOp: OPERATORS.CONTAINS,
+			},
+		};
+
+		return config;
+	}, []);
+
+	const listViewTracesFilterConfigs: QueryBuilderProps['filterConfigs'] = useMemo(() => {
+		const config: QueryBuilderProps['filterConfigs'] = {
+			stepInterval: { isHidden: true, isDisabled: true },
+			having: { isHidden: true, isDisabled: true },
+			limit: { isHidden: true, isDisabled: true },
+			filters: {
+				customKey: 'body',
+				customOp: OPERATORS.CONTAINS,
+			},
+		};
+
+		return config;
+	}, []);
+
+	const queryFilterConfigs = useMemo(() => {
+		if (isListViewPanel) {
+			return currentQuery.builder.queryData[0].dataSource === DataSource.TRACES
+				? listViewTracesFilterConfigs
+				: listViewLogFilterConfigs;
+		}
+
+		return filterConfigs;
+	}, [
+		isListViewPanel,
+		filterConfigs,
+		currentQuery.builder.queryData,
+		listViewLogFilterConfigs,
+		listViewTracesFilterConfigs,
+	]);
+
+	return (
+		<QueryBuilderV2Provider>
+			<div className="query-builder-v2">
+				<div className="qb-content-container">
+					{isListViewPanel && (
+						<QueryV2
+							ref={containerRef}
+							key={currentQuery.builder.queryData[0].queryName}
+							index={0}
+							query={currentQuery.builder.queryData[0]}
+							filterConfigs={queryFilterConfigs}
+							queryComponents={queryComponents}
+							version={version}
+							isAvailableToDisable={false}
+							queryVariant={config?.queryVariant || 'dropdown'}
+							showOnlyWhereClause={showOnlyWhereClause}
+							isListViewPanel={isListViewPanel}
+						/>
+					)}
+
+					{!isListViewPanel &&
+						currentQuery.builder.queryData.map((query, index) => (
+							<QueryV2
+								ref={containerRef}
+								key={query.queryName}
+								index={index}
+								query={query}
+								filterConfigs={queryFilterConfigs}
+								queryComponents={queryComponents}
+								version={version}
+								isAvailableToDisable={false}
+								queryVariant={config?.queryVariant || 'dropdown'}
+								showOnlyWhereClause={showOnlyWhereClause}
+								isListViewPanel={isListViewPanel}
+								signalSource={config?.signalSource || ''}
+							/>
+						))}
+
+					{!showOnlyWhereClause && currentQuery.builder.queryFormulas.length > 0 && (
+						<div className="qb-formulas-container">
+							{currentQuery.builder.queryFormulas.map((formula, index) => {
+								const query =
+									currentQuery.builder.queryData[index] ||
+									currentQuery.builder.queryData[0];
+
+								return (
+									<div key={formula.queryName} className="qb-formula">
+										<Formula
+											filterConfigs={filterConfigs}
+											query={query}
+											formula={formula}
+											index={index}
+											isAdditionalFilterEnable={false}
+											isQBV2
+										/>
+									</div>
+								);
+							})}
+						</div>
+					)}
+
+					{!showOnlyWhereClause && !isListViewPanel && (
+						<QueryFooter
+							addNewBuilderQuery={addNewBuilderQuery}
+							addNewFormula={addNewFormula}
+						/>
+					)}
+				</div>
+
+				{!showOnlyWhereClause && !isListViewPanel && (
+					<div className="query-names-section">
+						{currentQuery.builder.queryData.map((query) => (
+							<div key={query.queryName} className="query-name">
+								{query.queryName}
+							</div>
+						))}
+
+						{currentQuery.builder.queryFormulas.map((formula) => (
+							<div key={formula.queryName} className="formula-name">
+								{formula.queryName}
+							</div>
+						))}
+					</div>
+				)}
+			</div>
+		</QueryBuilderV2Provider>
+	);
+});
--- a/frontend/src/components/QueryBuilderV2/QueryBuilderV2Context.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryBuilderV2Context.tsx
@@ -0,0 +1,97 @@
+import {
+	createContext,
+	ReactNode,
+	useCallback,
+	useContext,
+	useMemo,
+	useState,
+} from 'react';
+
+// Types for the context state
+export type AggregationOption = { func: string; arg: string };
+
+interface QueryBuilderV2ContextType {
+	searchText: string;
+	setSearchText: (text: string) => void;
+	aggregationOptionsMap: Record<string, AggregationOption[]>;
+	setAggregationOptions: (
+		queryName: string,
+		options: AggregationOption[],
+	) => void;
+	getAggregationOptions: (queryName: string) => AggregationOption[];
+	aggregationInterval: string;
+	setAggregationInterval: (interval: string) => void;
+	queryAddValues: any; // Replace 'any' with a more specific type if available
+	setQueryAddValues: (values: any) => void;
+}
+
+const QueryBuilderV2Context = createContext<
+	QueryBuilderV2ContextType | undefined
+>(undefined);
+
+export function QueryBuilderV2Provider({
+	children,
+}: {
+	children: ReactNode;
+}): JSX.Element {
+	const [searchText, setSearchText] = useState('');
+	const [aggregationOptionsMap, setAggregationOptionsMap] = useState<
+		Record<string, AggregationOption[]>
+	>({});
+	const [aggregationInterval, setAggregationInterval] = useState('');
+	const [queryAddValues, setQueryAddValues] = useState<any>(null); // Replace 'any' if you have a type
+
+	const setAggregationOptions = useCallback(
+		(queryName: string, options: AggregationOption[]): void => {
+			setAggregationOptionsMap((prev) => ({
+				...prev,
+				[queryName]: options,
+			}));
+		},
+		[],
+	);
+
+	const getAggregationOptions = useCallback(
+		(queryName: string): AggregationOption[] =>
+			aggregationOptionsMap[queryName] || [],
+		[aggregationOptionsMap],
+	);
+
+	return (
+		<QueryBuilderV2Context.Provider
+			value={useMemo(
+				() => ({
+					searchText,
+					setSearchText,
+					aggregationOptionsMap,
+					setAggregationOptions,
+					getAggregationOptions,
+					aggregationInterval,
+					setAggregationInterval,
+					queryAddValues,
+					setQueryAddValues,
+				}),
+				[
+					searchText,
+					aggregationOptionsMap,
+					aggregationInterval,
+					queryAddValues,
+					getAggregationOptions,
+					setAggregationOptions,
+				],
+			)}
+		>
+			{children}
+		</QueryBuilderV2Context.Provider>
+	);
+}
+
+export const useQueryBuilderV2Context = (): QueryBuilderV2ContextType => {
+	const context = useContext(QueryBuilderV2Context);
+	if (!context) {
+		throw new Error(
+			'useQueryBuilderV2Context must be used within a QueryBuilderV2Provider',
+		);
+	}
+	return context;
+};
--- a/frontend/src/components/QueryBuilderV2/QueryV2/MerticsAggregateSection/MetricsAggregateSection.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/MerticsAggregateSection/MetricsAggregateSection.styles.scss
@@ -0,0 +1,175 @@
+.metrics-aggregate-section {
+	display: flex;
+	flex-direction: column;
+	gap: 16px;
+	margin: 4px 0;
+
+	.metrics-time-aggregation-section {
+		display: flex;
+		flex-direction: column;
+		gap: 12px;
+	}
+
+	.non-histogram-container {
+		display: flex;
+		flex-direction: column;
+		gap: 16px;
+	}
+
+	&:not(.is-histogram) {
+		.metrics-time-aggregation-section,
+		.metrics-space-aggregation-section {
+			display: flex;
+			flex-direction: row;
+			align-items: center;
+
+			.metrics-aggregation-section-content {
+				flex-wrap: nowrap;
+			}
+		}
+	}
+
+	.metrics-space-aggregation-section {
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+
+		.metrics-space-aggregation-section-title {
+			display: flex;
+			align-items: center;
+			gap: 6px;
+
+			color: var(--Slate-50, #62687c);
+			font-family: 'Geist Mono';
+			font-size: 12px;
+			font-style: normal;
+			font-weight: 500;
+			line-height: 18px; /* 150% */
+			letter-spacing: 0.48px;
+		}
+	}
+
+	.metrics-aggregation-section-content {
+		display: flex;
+		flex-direction: row;
+		flex-wrap: wrap;
+		gap: 8px;
+
+		.group-by-filter-container {
+			min-width: 340px !important;
+		}
+
+		.metrics-aggregation-section-content-item {
+			display: flex;
+			align-items: center;
+			gap: 10px;
+
+			.metrics-aggregation-section-content-item-label {
+				color: var(--Vanilla-400, #c0c1c3);
+				font-family: 'Geist Mono';
+				font-size: 13px;
+				font-style: normal;
+				font-weight: 400;
+				line-height: 20px; /* 142.857% */
+				letter-spacing: -0.07px;
+
+				&.main-label {
+					color: var(--Slate-50, #62687c);
+					font-family: 'Geist Mono';
+					font-size: 12px;
+					font-style: normal;
+					font-weight: 500;
+					line-height: 18px; /* 150% */
+					letter-spacing: 0.48px;
+					display: flex;
+					align-items: center;
+					gap: 6px;
+				}
+			}
+
+			.metrics-aggregation-section-content-item-value {
+				min-width: 140px;
+
+				.ant-select {
+					width: 100%;
+				}
+
+				.ant-select-selector {
+					border-radius: 2px;
+					border: 1.005px solid var(--Slate-400, #1d212d);
+					background: var(--Ink-300, #16181d);
+				}
+
+				.input-with-label {
+					.label {
+						min-width: 80px;
+					}
+
+					.input {
+						flex: initial;
+						width: 100px !important;
+					}
+				}
+			}
+		}
+	}
+
+	&.is-histogram {
+		.group-by-filter-container {
+			width: 420px;
+		}
+
+		.histogram-every-input {
+			.input {
+				flex: initial;
+				width: 100px !important;
+			}
+
+			.label {
+				min-width: 80px;
+			}
+		}
+	}
+}
+
+.metrics-operators-select {
+	border-radius: 2px;
+	border: 1.005px solid var(--Slate-400, #1d212d);
+	background: var(--Ink-300, #16181d);
+
+	color: var(--Vanilla-400, #c0c1c3);
+	font-family: 'Geist Mono';
+	font-size: 13px;
+	font-style: normal;
+	font-weight: 400;
+	line-height: 20px; /* 142.857% */
+	letter-spacing: -0.07px;
+}
+
+.lightMode {
+	.metrics-aggregate-section {
+		.metrics-aggregation-section-content {
+			.metrics-aggregation-section-content-item {
+				.metrics-aggregation-section-content-item-label {
+					color: var(--text-ink-200);
+
+					&.main-label {
+						color: var(--text-slate-100);
+					}
+				}
+
+				.metrics-aggregation-section-content-item-value {
+					.ant-select-selector {
+						border: 1px solid var(--bg-vanilla-300) !important;
+						background: var(--bg-vanilla-100) !important;
+					}
+				}
+			}
+		}
+	}
+	.metrics-operators-select {
+		border: 1px solid var(--bg-vanilla-300) !important;
+		background: var(--bg-vanilla-100) !important;
+		color: var(--text-ink-100);
+	}
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/MerticsAggregateSection/MetricsAggregateSection.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/MerticsAggregateSection/MetricsAggregateSection.tsx
@@ -0,0 +1,298 @@
+import './MetricsAggregateSection.styles.scss';
+
+import { Tooltip } from 'antd';
+import cx from 'classnames';
+import InputWithLabel from 'components/InputWithLabel/InputWithLabel';
+import { ATTRIBUTE_TYPES, PANEL_TYPES } from 'constants/queryBuilder';
+import SpaceAggregationOptions from 'container/QueryBuilder/components/SpaceAggregationOptions/SpaceAggregationOptions';
+import { GroupByFilter, OperatorsSelect } from 'container/QueryBuilder/filters';
+import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
+import { memo, useCallback, useEffect, useMemo } from 'react';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import { MetricAggregation } from 'types/api/v5/queryRange';
+
+import { useQueryBuilderV2Context } from '../../QueryBuilderV2Context';
+
+const MetricsAggregateSection = memo(function MetricsAggregateSection({
+	query,
+	index,
+	version,
+	panelType,
+	signalSource = '',
+}: {
+	query: IBuilderQuery;
+	index: number;
+	version: string;
+	panelType: PANEL_TYPES | null;
+	signalSource: string;
+}): JSX.Element {
+	const { setAggregationOptions } = useQueryBuilderV2Context();
+	const {
+		operators,
+		spaceAggregationOptions,
+		handleChangeQueryData,
+		handleChangeOperator,
+		handleSpaceAggregationChange,
+	} = useQueryOperations({
+		index,
+		query,
+		entityVersion: version,
+	});
+
+	// this function is only relevant for metrics and now operators are part of aggregations
+	const queryAggregation = useMemo(
+		() => query.aggregations?.[0] as MetricAggregation,
+		[query.aggregations],
+	);
+
+	const isHistogram = useMemo(
+		() => query.aggregateAttribute?.type === ATTRIBUTE_TYPES.HISTOGRAM,
+		[query.aggregateAttribute?.type],
+	);
+
+	useEffect(() => {
+		setAggregationOptions(query.queryName, [
+			{
+				func: queryAggregation.spaceAggregation || 'count',
+				arg: queryAggregation.metricName || '',
+			},
+		]);
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [
+		queryAggregation.spaceAggregation,
+		queryAggregation.metricName,
+		query.queryName,
+	]);
+
+	const handleChangeGroupByKeys = useCallback(
+		(value: IBuilderQuery['groupBy']) => {
+			handleChangeQueryData('groupBy', value);
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleChangeAggregateEvery = useCallback(
+		(value: string) => {
+			handleChangeQueryData('stepInterval', Number(value));
+		},
+		[handleChangeQueryData],
+	);
+
+	const showAggregationInterval = useMemo(() => {
+		// eslint-disable-next-line sonarjs/prefer-single-boolean-return
+		if (panelType === PANEL_TYPES.VALUE) {
+			return false;
+		}
+
+		return true;
+	}, [panelType]);
+
+	const disableOperatorSelector =
+		!queryAggregation.metricName || queryAggregation.metricName === '';
+
+	return (
+		<div
+			className={cx('metrics-aggregate-section', {
+				'is-histogram': isHistogram,
+			})}
+		>
+			{!isHistogram && (
+				<div className="non-histogram-container">
+					<div className="metrics-time-aggregation-section">
+						<div className="metrics-aggregation-section-content">
+							<div className="metrics-aggregation-section-content-item">
+								<Tooltip
+									title={
+										<a
+											href="https://signoz.io/docs/metrics-management/types-and-aggregation/#aggregation"
+											target="_blank"
+											rel="noopener noreferrer"
+											style={{ color: '#1890ff', textDecoration: 'underline' }}
+										>
+											Learn more about temporal aggregation
+										</a>
+									}
+								>
+									<div className="metrics-aggregation-section-content-item-label main-label">
+										AGGREGATE WITHIN TIME SERIES{' '}
+									</div>
+								</Tooltip>
+								<div className="metrics-aggregation-section-content-item-value">
+									<OperatorsSelect
+										value={queryAggregation.timeAggregation || ''}
+										onChange={handleChangeOperator}
+										operators={operators}
+										className="metrics-operators-select"
+									/>
+								</div>
+							</div>
+
+							{showAggregationInterval && (
+								<div className="metrics-aggregation-section-content-item">
+									<Tooltip
+										title={
+											<div>
+												Set the time interval for aggregation
+												<br />
+												<a
+													href="https://signoz.io/docs/userguide/query-builder-v5/#time-aggregation-windows"
+													target="_blank"
+													rel="noopener noreferrer"
+													style={{ color: '#1890ff', textDecoration: 'underline' }}
+												>
+													Learn about step intervals
+												</a>
+											</div>
+										}
+										placement="top"
+									>
+										<div
+											className="metrics-aggregation-section-content-item-label"
+											style={{ cursor: 'help' }}
+										>
+											every
+										</div>
+									</Tooltip>
+
+									<div className="metrics-aggregation-section-content-item-value">
+										<InputWithLabel
+											onChange={handleChangeAggregateEvery}
+											label="Seconds"
+											placeholder="Auto"
+											labelAfter
+											initialValue={query?.stepInterval ?? undefined}
+										/>
+									</div>
+								</div>
+							)}
+						</div>
+					</div>
+					<div className="metrics-space-aggregation-section">
+						<div className="metrics-aggregation-section-content">
+							<div className="metrics-aggregation-section-content-item">
+								<Tooltip
+									title={
+										<a
+											href="https://signoz.io/docs/metrics-management/types-and-aggregation/#aggregation"
+											target="_blank"
+											rel="noopener noreferrer"
+											style={{ color: '#1890ff', textDecoration: 'underline' }}
+										>
+											Learn more about spatial aggregation
+										</a>
+									}
+								>
+									<div className="metrics-aggregation-section-content-item-label main-label">
+										AGGREGATE ACROSS TIME SERIES
+									</div>
+								</Tooltip>
+								<div className="metrics-aggregation-section-content-item-value">
+									<SpaceAggregationOptions
+										panelType={panelType}
+										key={`${panelType}${queryAggregation.spaceAggregation}${queryAggregation.timeAggregation}`}
+										aggregatorAttributeType={
+											query?.aggregateAttribute?.type as ATTRIBUTE_TYPES
+										}
+										selectedValue={queryAggregation.spaceAggregation || ''}
+										disabled={disableOperatorSelector}
+										onSelect={handleSpaceAggregationChange}
+										operators={spaceAggregationOptions}
+										qbVersion="v3"
+									/>
+								</div>
+							</div>
+
+							<div className="metrics-aggregation-section-content-item">
+								<div className="metrics-aggregation-section-content-item-label">by</div>
+
+								<div className="metrics-aggregation-section-content-item-value group-by-filter-container">
+									<GroupByFilter
+										disabled={!queryAggregation.metricName}
+										query={query}
+										onChange={handleChangeGroupByKeys}
+										signalSource={signalSource}
+									/>
+								</div>
+							</div>
+						</div>
+					</div>
+				</div>
+			)}
+
+			{isHistogram && (
+				<div className="metrics-space-aggregation-section">
+					<div className="metrics-aggregation-section-content">
+						<div className="metrics-aggregation-section-content-item">
+							<div className="metrics-aggregation-section-content-item-value">
+								<SpaceAggregationOptions
+									panelType={panelType}
+									key={`${panelType}${queryAggregation.spaceAggregation}${queryAggregation.timeAggregation}`}
+									aggregatorAttributeType={
+										query?.aggregateAttribute?.type as ATTRIBUTE_TYPES
+									}
+									selectedValue={queryAggregation.spaceAggregation || ''}
+									disabled={disableOperatorSelector}
+									onSelect={handleSpaceAggregationChange}
+									operators={spaceAggregationOptions}
+									qbVersion="v3"
+								/>
+							</div>
+						</div>
+
+						<div className="metrics-aggregation-section-content-item">
+							<div className="metrics-aggregation-section-content-item-label">by</div>
+
+							<div className="metrics-aggregation-section-content-item-value group-by-filter-container">
+								<GroupByFilter
+									disabled={!queryAggregation.metricName}
+									query={query}
+									onChange={handleChangeGroupByKeys}
+									signalSource={signalSource}
+								/>
+							</div>
+						</div>
+						<div className="metrics-aggregation-section-content-item">
+							<Tooltip
+								title={
+									<div>
+										Set the time interval for aggregation
+										<br />
+										<a
+											href="https://signoz.io/docs/userguide/query-builder-v5/#time-aggregation-windows"
+											target="_blank"
+											rel="noopener noreferrer"
+											style={{ color: '#1890ff', textDecoration: 'underline' }}
+										>
+											Learn about step intervals
+										</a>
+									</div>
+								}
+								placement="top"
+							>
+								<div
+									className="metrics-aggregation-section-content-item-label"
+									style={{ cursor: 'help' }}
+								>
+									every
+								</div>
+							</Tooltip>
+
+							<div className="metrics-aggregation-section-content-item-value">
+								<InputWithLabel
+									onChange={handleChangeAggregateEvery}
+									label="Seconds"
+									placeholder="Auto"
+									labelAfter
+									initialValue={query?.stepInterval ?? undefined}
+									className="histogram-every-input"
+								/>
+							</div>
+						</div>
+					</div>
+				</div>
+			)}
+		</div>
+	);
+});
+
+export default MetricsAggregateSection;
--- a/frontend/src/components/QueryBuilderV2/QueryV2/MetricsSelect/MetricsSelect.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/MetricsSelect/MetricsSelect.styles.scss
@@ -0,0 +1,75 @@
+.metrics-select-container {
+	margin-bottom: 8px;
+
+	.ant-select-selector {
+		width: 100%;
+		border-radius: 2px;
+		border: 1px solid #1d212d !important;
+		background: #16181d;
+		color: #fff;
+		font-family: 'Geist Mono';
+		font-size: 13px;
+		font-style: normal;
+		font-weight: 400;
+		line-height: 20px; /* 142.857% */
+		min-height: 36px;
+	}
+
+	.ant-select-dropdown {
+		border-radius: 4px;
+		border: 1px solid var(--bg-slate-400);
+		background: linear-gradient(
+			139deg,
+			rgba(18, 19, 23, 0.8) 0%,
+			rgba(18, 19, 23, 0.9) 98.68%
+		);
+		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+		backdrop-filter: blur(20px);
+
+		.ant-select-item {
+			color: #fff;
+			font-family: 'Geist Mono';
+			font-size: 13px;
+			font-style: normal;
+			font-weight: 400;
+			line-height: 20px; /* 142.857% */
+
+			&:hover {
+				background: rgba(171, 189, 255, 0.04) !important;
+			}
+		}
+	}
+}
+
+.lightMode {
+	.metrics-select-container {
+		.ant-select-selector {
+			border: 1px solid var(--bg-vanilla-300) !important;
+			background: var(--bg-vanilla-100);
+			color: var(--text-ink-100);
+		}
+
+		.ant-select-dropdown {
+			background: var(--bg-vanilla-100);
+			border: 1px solid var(--bg-vanilla-300) !important;
+			box-shadow: 0 3px 6px -4px rgba(0, 0, 0, 0.12),
+				0 6px 16px 0 rgba(0, 0, 0, 0.08), 0 9px 28px 8px rgba(0, 0, 0, 0.05);
+			backdrop-filter: none;
+
+			.ant-select-item {
+				color: var(--text-ink-100);
+
+				&:hover,
+				&.ant-select-item-option-active {
+					background: var(--bg-vanilla-300) !important;
+				}
+
+				&.ant-select-item-option-selected {
+					background: var(--bg-vanilla-300) !important;
+					border: 1px solid var(--bg-slate-400);
+					font-weight: 600;
+				}
+			}
+		}
+	}
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/MetricsSelect/MetricsSelect.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/MetricsSelect/MetricsSelect.tsx
@@ -0,0 +1,35 @@
+import './MetricsSelect.styles.scss';
+
+import { AggregatorFilter } from 'container/QueryBuilder/filters';
+import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
+import { memo } from 'react';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+
+export const MetricsSelect = memo(function MetricsSelect({
+	query,
+	index,
+	version,
+	signalSource,
+}: {
+	query: IBuilderQuery;
+	index: number;
+	version: string;
+	signalSource: 'meter' | '';
+}): JSX.Element {
+	const { handleChangeAggregatorAttribute } = useQueryOperations({
+		index,
+		query,
+		entityVersion: version,
+	});
+
+	return (
+		<div className="metrics-select-container">
+			<AggregatorFilter
+				onChange={handleChangeAggregatorAttribute}
+				query={query}
+				index={index}
+				signalSource={signalSource || ''}
+			/>
+		</div>
+	);
+});
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/HavingFilter/HavingFilter.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/HavingFilter/HavingFilter.tsx
@@ -0,0 +1,379 @@
+/* eslint-disable import/no-extraneous-dependencies */
+/* eslint-disable sonarjs/cognitive-complexity */
+import {
+	autocompletion,
+	closeCompletion,
+	Completion,
+	CompletionContext,
+	completionKeymap,
+	CompletionResult,
+	startCompletion,
+} from '@codemirror/autocomplete';
+import { javascript } from '@codemirror/lang-javascript';
+import { copilot } from '@uiw/codemirror-theme-copilot';
+import { githubLight } from '@uiw/codemirror-theme-github';
+import CodeMirror, { EditorView, keymap } from '@uiw/react-codemirror';
+import { Button } from 'antd';
+import { Having } from 'api/v5/v5';
+import { useQueryBuilderV2Context } from 'components/QueryBuilderV2/QueryBuilderV2Context';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { ChevronUp } from 'lucide-react';
+import { useEffect, useMemo, useRef, useState } from 'react';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+
+const havingOperators = [
+	{
+		label: '=',
+		value: '=',
+	},
+	{
+		label: '!=',
+		value: '!=',
+	},
+	{
+		label: '>',
+		value: '>',
+	},
+	{
+		label: '<',
+		value: '<',
+	},
+	{
+		label: '>=',
+		value: '>=',
+	},
+	{
+		label: '<=',
+		value: '<=',
+	},
+	{
+		label: 'IN',
+		value: 'IN',
+	},
+	{
+		label: 'NOT_IN',
+		value: 'NOT_IN',
+	},
+];
+
+const conjunctions = [
+	{ label: 'AND', value: 'AND ' },
+	{ label: 'OR', value: 'OR ' },
+];
+
+// Custom extension to stop events from propagating to global shortcuts
+const stopEventsExtension = EditorView.domEventHandlers({
+	keydown: (event) => {
+		// Stop all keyboard events from propagating to global shortcuts
+		event.stopPropagation();
+		event.stopImmediatePropagation();
+		return false; // Important for CM to know you handled it
+	},
+	input: (event) => {
+		event.stopPropagation();
+		return false;
+	},
+	focus: (event) => {
+		// Ensure focus events don't interfere with global shortcuts
+		event.stopPropagation();
+		return false;
+	},
+	blur: (event) => {
+		// Ensure blur events don't interfere with global shortcuts
+		event.stopPropagation();
+		return false;
+	},
+});
+
+function HavingFilter({
+	onClose,
+	onChange,
+	queryData,
+}: {
+	onClose: () => void;
+	onChange: (value: string) => void;
+	queryData: IBuilderQuery;
+}): JSX.Element {
+	const isDarkMode = useIsDarkMode();
+	const { getAggregationOptions } = useQueryBuilderV2Context();
+	const aggregationOptions = getAggregationOptions(queryData.queryName);
+	const having = queryData?.having as Having;
+	const [input, setInput] = useState(having?.expression || '');
+
+	useEffect(() => {
+		setInput(having?.expression || '');
+	}, [having?.expression]);
+
+	const [isFocused, setIsFocused] = useState(false);
+
+	const editorRef = useRef<EditorView | null>(null);
+
+	const [options, setOptions] = useState<{ label: string; value: string }[]>([]);
+
+	const handleChange = (value: string): void => {
+		setInput(value);
+		onChange(value);
+	};
+
+	useEffect(() => {
+		if (isFocused && editorRef.current && options.length > 0) {
+			startCompletion(editorRef.current);
+		}
+	}, [isFocused, options]);
+
+	// Update options when aggregation options change
+	useEffect(() => {
+		const newOptions = [];
+		for (let i = 0; i < aggregationOptions.length; i++) {
+			const opt = aggregationOptions[i];
+			for (let j = 0; j < havingOperators.length; j++) {
+				const operator = havingOperators[j];
+				newOptions.push({
+					label: `${opt.func}(${opt.arg}) ${operator.label}`,
+					value: `${opt.func}(${opt.arg}) ${operator.label} `,
+					apply: (
+						view: EditorView,
+						completion: { label: string; value: string },
+						from: number,
+						to: number,
+					): void => {
+						view.dispatch({
+							changes: { from, to, insert: completion.value },
+							selection: { anchor: from + completion.value.length },
+						});
+						// Trigger value suggestions immediately after operator
+						setTimeout(() => {
+							startCompletion(view);
+						}, 0);
+					},
+				});
+			}
+		}
+		setOptions(newOptions);
+	}, [aggregationOptions]);
+
+	// Helper to check if a string is a number
+	const isNumber = (token: string): boolean => /^-?\d+(\.\d+)?$/.test(token);
+
+	// Helper to check if we're after an operator
+	const isAfterOperator = (tokens: string[]): boolean => {
+		if (tokens.length === 0) return false;
+		const lastToken = tokens[tokens.length - 1];
+		// Check if the last token is exactly an operator or ends with an operator and space
+		return havingOperators.some((op) => {
+			const opWithSpace = `${op.value} `;
+			return lastToken === op.value || lastToken.endsWith(opWithSpace);
+		});
+	};
+
+	// Helper function for applying completion with space
+	const applyCompletionWithSpace = (
+		view: EditorView,
+		completion: Completion,
+		from: number,
+		to: number,
+	): void => {
+		const insertValue =
+			typeof completion.apply === 'string' ? completion.apply : completion.label;
+		const newText = `${insertValue} `;
+		const newPos = from + newText.length;
+
+		view.dispatch({
+			changes: { from, to, insert: newText },
+			selection: { anchor: newPos, head: newPos },
+			effects: EditorView.scrollIntoView(newPos),
+		});
+	};
+
+	const havingAutocomplete = useMemo(() => {
+		// Helper functions for applying completions
+		const forceCompletion = (view: EditorView): void => {
+			setTimeout(() => {
+				if (view) {
+					startCompletion(view);
+				}
+			}, 0);
+		};
+
+		const applyValueCompletion = (
+			view: EditorView,
+			completion: Completion,
+			from: number,
+			to: number,
+		): void => {
+			applyCompletionWithSpace(view, completion, from, to);
+			forceCompletion(view);
+		};
+
+		const applyOperatorCompletion = (
+			view: EditorView,
+			completion: Completion,
+			from: number,
+			to: number,
+		): void => {
+			const insertValue =
+				typeof completion.apply === 'string' ? completion.apply : completion.label;
+			const insertWithSpace = `${insertValue} `;
+			view.dispatch({
+				changes: { from, to, insert: insertWithSpace },
+				selection: { anchor: from + insertWithSpace.length },
+			});
+			forceCompletion(view);
+		};
+
+		return autocompletion({
+			override: [
+				(context: CompletionContext): CompletionResult | null => {
+					const text = context.state.sliceDoc(0, context.pos);
+					const trimmedText = text.trim();
+					const tokens = trimmedText.split(/\s+/).filter(Boolean);
+
+					// Handle empty state when no aggregation options are available
+					if (options.length === 0) {
+						return {
+							from: context.pos,
+							options: [
+								{
+									label:
+										'No aggregation functions available. Please add aggregation functions first.',
+									type: 'text',
+									apply: (): boolean => true,
+								},
+							],
+						};
+					}
+
+					// Close dropdown after operator to allow custom value entry
+					if (isAfterOperator(tokens)) {
+						return null;
+					}
+
+					// Hide suggestions while typing a value after an operator
+					if (
+						!text.endsWith(' ') &&
+						tokens.length >= 2 &&
+						havingOperators.some((op) => op.value === tokens[tokens.length - 2])
+					) {
+						return null;
+					}
+
+					// Suggest key/operator pairs and ( for grouping
+					if (
+						tokens.length === 0 ||
+						conjunctions.some((c) => tokens[tokens.length - 1] === c.value.trim()) ||
+						tokens[tokens.length - 1] === '('
+					) {
+						return {
+							from: context.pos,
+							options: options.map((opt) => ({
+								...opt,
+								apply: applyOperatorCompletion,
+							})),
+						};
+					}
+
+					// Show suggestions when typing
+					if (tokens.length > 0) {
+						const lastToken = tokens[tokens.length - 1];
+						const filteredOptions = options.filter((opt) =>
+							opt.label.toLowerCase().includes(lastToken.toLowerCase()),
+						);
+						if (filteredOptions.length > 0) {
+							return {
+								from: context.pos - lastToken.length,
+								options: filteredOptions.map((opt) => ({
+									...opt,
+									apply: applyOperatorCompletion,
+								})),
+							};
+						}
+					}
+
+					// Suggest conjunctions after a value and a space
+					if (
+						tokens.length > 0 &&
+						(isNumber(tokens[tokens.length - 1]) ||
+							tokens[tokens.length - 1] === ')') &&
+						text.endsWith(' ')
+					) {
+						return {
+							from: context.pos,
+							options: conjunctions.map((conj) => ({
+								...conj,
+								apply: applyValueCompletion,
+							})),
+						};
+					}
+
+					// Show all options if no other condition matches
+					return {
+						from: context.pos,
+						options: options.map((opt) => ({
+							...opt,
+							apply: applyOperatorCompletion,
+						})),
+					};
+				},
+			],
+			defaultKeymap: true,
+			closeOnBlur: true,
+			maxRenderedOptions: 200,
+			activateOnTyping: true,
+		});
+	}, [options]);
+
+	return (
+		<div className="having-filter-container">
+			<div className="having-filter-select-container">
+				<CodeMirror
+					value={input}
+					onChange={handleChange}
+					theme={isDarkMode ? copilot : githubLight}
+					className="having-filter-select-editor"
+					width="100%"
+					extensions={[
+						havingAutocomplete,
+						javascript({ jsx: false, typescript: false }),
+						stopEventsExtension,
+						EditorView.lineWrapping,
+						keymap.of([
+							...completionKeymap,
+							{
+								key: 'Escape',
+								run: closeCompletion,
+							},
+						]),
+					]}
+					placeholder="Type Having query like count() > 10 ..."
+					basicSetup={{
+						lineNumbers: false,
+						autocompletion: true,
+						completionKeymap: true,
+					}}
+					onCreateEditor={(view: EditorView): void => {
+						editorRef.current = view;
+					}}
+					onFocus={(): void => {
+						setIsFocused(true);
+						if (editorRef.current) {
+							startCompletion(editorRef.current);
+						}
+					}}
+					onBlur={(): void => {
+						setIsFocused(false);
+						if (editorRef.current) {
+							closeCompletion(editorRef.current);
+						}
+					}}
+				/>
+				<Button
+					className="close-btn periscope-btn ghost"
+					icon={<ChevronUp size={16} />}
+					onClick={onClose}
+				/>
+			</div>
+		</div>
+	);
+}
+
+export default HavingFilter;
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.styles.scss
@@ -0,0 +1,376 @@
+.add-ons-list {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+
+	.add-ons-tabs {
+		display: flex;
+		flex-wrap: wrap;
+
+		.add-on-tab-title {
+			display: flex;
+			gap: var(--margin-2);
+			align-items: center;
+			justify-content: center;
+			font-size: var(--font-size-xs);
+			font-style: normal;
+			font-weight: var(--font-weight-normal);
+
+			color: var(--Vanilla-400, #c0c1c3);
+		}
+
+		.tab {
+			border: 1px solid var(--bg-slate-400);
+			border-left: none;
+			min-width: 120px;
+			height: 36px;
+			line-height: 36px;
+
+			&:first-child {
+				border-left: 1px solid var(--bg-slate-400);
+			}
+		}
+
+		.tab::before {
+			background: var(--bg-slate-400);
+		}
+
+		.selected-view {
+			color: var(--text-robin-500);
+			border: 1px solid var(--bg-slate-400);
+
+			display: none;
+		}
+
+		.selected-view::before {
+			background: var(--bg-slate-400);
+		}
+	}
+
+	.compass-button {
+		width: 30px;
+		height: 30px;
+
+		border-radius: 2px;
+		border: 1px solid var(--bg-slate-400);
+		background: var(--bg-ink-300);
+		box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
+	}
+}
+
+.having-filter-container {
+	width: 100%;
+	display: flex;
+	flex-direction: row;
+	align-items: center;
+
+	.having-filter-select-container {
+		width: 100%;
+		display: flex;
+		flex-direction: row;
+		align-items: center;
+
+		.having-filter-select-editor {
+			border-radius: 2px;
+			flex: 1;
+			width: calc(100% - 40px);
+
+			.cm-content {
+				padding: 0;
+			}
+
+			.cm-editor {
+				border-radius: 2px;
+				background-color: transparent !important;
+				position: relative !important;
+
+				&:focus-within {
+					border-color: var(--bg-robin-500);
+				}
+
+				&.cm-focused {
+					outline: none !important;
+				}
+
+				.cm-content {
+					border-radius: 2px;
+					border: 1px solid var(--Slate-400, #1d212d);
+					border-top-right-radius: 0px;
+					border-bottom-right-radius: 0px;
+					padding: 0px !important;
+					background-color: #121317 !important;
+
+					&:focus-within {
+						border-color: var(--bg-ink-200);
+					}
+				}
+
+				.cm-tooltip-autocomplete {
+					background: var(--bg-ink-300) !important;
+					color: var(--bg-ink-500) !important;
+					border-radius: 2px !important;
+					font-size: 12px !important;
+					font-weight: 500 !important;
+					position: absolute !important;
+					top: calc(100% + 6px) !important;
+					left: 0px !important;
+					right: 0px !important;
+
+					border-radius: 4px;
+					border: 1px solid var(--bg-slate-200, #1d212d);
+					background: linear-gradient(
+						139deg,
+						rgba(18, 19, 23, 0.8) 0%,
+						rgba(18, 19, 23, 0.9) 98.68%
+					) !important;
+					backdrop-filter: blur(20px);
+					box-sizing: border-box;
+					box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
+					font-family: 'Space Mono', monospace !important;
+					color: var(--bg-vanilla-100) !important;
+
+					ul {
+						width: 100% !important;
+						max-width: 100% !important;
+						font-family: 'Space Mono', monospace !important;
+						min-height: 200px !important;
+
+						&::-webkit-scrollbar {
+							width: 0.3rem;
+						}
+						&::-webkit-scrollbar-corner {
+							background: transparent;
+						}
+						&::-webkit-scrollbar-thumb {
+							background: rgb(136, 136, 136);
+							border-radius: 0.625rem;
+						}
+						&::-webkit-scrollbar-track {
+							background: transparent;
+						}
+
+						li {
+							width: 100% !important;
+							max-width: 100% !important;
+							line-height: 36px !important;
+							height: 36px !important;
+							padding: 4px 8px !important;
+
+							display: flex !important;
+							align-items: center !important;
+							gap: 8px !important;
+							box-sizing: border-box;
+							overflow: hidden;
+
+							font-family: 'Space Mono', monospace !important;
+
+							.cm-completionIcon {
+								display: none !important;
+							}
+
+							&[aria-selected='true'] {
+								// background-color: rgba(78, 116, 248, 0.7) !important;
+								background: rgba(171, 189, 255, 0.04) !important;
+							}
+						}
+					}
+				}
+
+				.cm-gutters {
+					display: none !important;
+				}
+
+				.cm-scroller {
+					scrollbar-width: none;
+
+					&::-webkit-scrollbar {
+						display: none;
+					}
+
+					&::-webkit-scrollbar-thumb {
+						display: none;
+					}
+
+					&::-webkit-scrollbar-track {
+						display: none;
+					}
+
+					&::-webkit-scrollbar-corner {
+						display: none;
+					}
+				}
+
+				.cm-line {
+					line-height: 36px !important;
+					font-family: 'Space Mono', monospace !important;
+					background-color: #121317 !important;
+
+					::-moz-selection {
+						background: var(--bg-ink-100) !important;
+						opacity: 0.5 !important;
+					}
+
+					::selection {
+						background: var(--bg-ink-100) !important;
+						opacity: 0.5 !important;
+					}
+
+					.cm-function {
+						color: var(--bg-robin-500) !important;
+					}
+
+					.chip-decorator {
+						background: rgba(36, 40, 52, 1) !important;
+						color: var(--bg-vanilla-100) !important;
+						border-radius: 4px;
+						padding: 2px 4px;
+						margin-right: 4px;
+					}
+				}
+
+				.cm-selectionBackground {
+					background: var(--bg-ink-100) !important;
+					opacity: 0.5 !important;
+				}
+			}
+		}
+
+		.close-btn {
+			border-radius: 0px 2px 2px 0px;
+			border: 1px solid var(--bg-slate-400);
+			background: var(--bg-ink-300);
+			height: 38px;
+			width: 38px;
+
+			border-left: transparent;
+			border-top-left-radius: 0px;
+			border-bottom-left-radius: 0px;
+		}
+	}
+}
+
+.selected-add-ons-content {
+	display: grid;
+	grid-template-columns: repeat(auto-fit, minmax(420px, 1fr));
+	gap: 8px;
+	padding-bottom: 8px;
+	position: relative;
+
+	.add-on-content {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+
+		max-width: 100%;
+		min-width: 100%;
+		min-width: 420px;
+
+		box-sizing: border-box;
+		position: relative;
+	}
+}
+
+.lightMode {
+	.add-ons-list {
+		.add-ons-tabs {
+			.add-on-tab-title {
+				color: var(--bg-ink-500) !important;
+			}
+
+			.tab {
+				border: 1px solid var(--bg-vanilla-300) !important;
+				background: var(--bg-vanilla-100) !important;
+
+				&:first-child {
+					border-left: 1px solid var(--bg-vanilla-300) !important;
+				}
+			}
+
+			.tab::before {
+				background: var(--bg-vanilla-300) !important;
+			}
+
+			.selected-view {
+				color: var(--bg-robin-500) !important;
+				border: 1px solid var(--bg-vanilla-300) !important;
+			}
+
+			.selected-view::before {
+				background: var(--bg-vanilla-300) !important;
+			}
+		}
+
+		.compass-button {
+			border: 1px solid var(--bg-vanilla-300) !important;
+			background: var(--bg-vanilla-100) !important;
+		}
+	}
+
+	.having-filter-container {
+		.having-filter-select-container {
+			.having-filter-select-editor {
+				.cm-editor {
+					&:focus-within {
+						border-color: var(--bg-vanilla-300) !important;
+					}
+
+					.cm-content {
+						border: 1px solid var(--bg-vanilla-300) !important;
+						background: var(--bg-vanilla-100) !important;
+
+						&:focus-within {
+							border-color: var(--bg-vanilla-300) !important;
+						}
+					}
+
+					.cm-tooltip-autocomplete {
+						background: var(--bg-vanilla-100) !important;
+						border: 1px solid var(--bg-vanilla-300) !important;
+						color: var(--bg-ink-500) !important;
+						box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1) !important;
+
+						ul {
+							li {
+								color: var(--bg-ink-300) !important;
+								&:hover {
+									background: var(--bg-vanilla-300) !important;
+								}
+
+								&[aria-selected='true'] {
+									background: var(--bg-vanilla-300) !important;
+									font-weight: 600 !important;
+								}
+							}
+						}
+					}
+
+					.cm-line {
+						background-color: var(--bg-vanilla-100) !important;
+
+						::-moz-selection {
+							background: var(--bg-vanilla-100) !important;
+						}
+
+						::selection {
+							background: var(--bg-ink-100) !important;
+						}
+
+						.chip-decorator {
+							background: var(--bg-vanilla-300) !important;
+							color: var(--bg-ink-400) !important;
+						}
+					}
+
+					.cm-selectionBackground {
+						background: var(--bg-vanilla-100) !important;
+					}
+				}
+			}
+
+			.close-btn {
+				border: 1px solid var(--bg-vanilla-300) !important;
+				background: var(--bg-vanilla-100) !important;
+			}
+		}
+	}
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.tsx
@@ -0,0 +1,494 @@
+/* eslint-disable react/require-default-props */
+import './QueryAddOns.styles.scss';
+
+import { Button, Radio, RadioChangeEvent, Tooltip } from 'antd';
+import InputWithLabel from 'components/InputWithLabel/InputWithLabel';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { GroupByFilter } from 'container/QueryBuilder/filters/GroupByFilter/GroupByFilter';
+import { OrderByFilter } from 'container/QueryBuilder/filters/OrderByFilter/OrderByFilter';
+import { ReduceToFilter } from 'container/QueryBuilder/filters/ReduceToFilter/ReduceToFilter';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
+import { isEmpty } from 'lodash-es';
+import { BarChart2, ChevronUp, ExternalLink, ScrollText } from 'lucide-react';
+import { useCallback, useEffect, useState } from 'react';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import { MetricAggregation } from 'types/api/v5/queryRange';
+import { DataSource, ReduceOperators } from 'types/common/queryBuilder';
+
+import HavingFilter from './HavingFilter/HavingFilter';
+
+interface AddOn {
+	icon: React.ReactNode;
+	label: string;
+	key: string;
+	description?: string;
+	docLink?: string;
+}
+
+const ADD_ONS_KEYS = {
+	GROUP_BY: 'group_by',
+	HAVING: 'having',
+	ORDER_BY: 'order_by',
+	LIMIT: 'limit',
+	LEGEND_FORMAT: 'legend_format',
+};
+
+const ADD_ONS = [
+	{
+		icon: <BarChart2 size={14} />,
+		label: 'Group By',
+		key: 'group_by',
+		description:
+			'Break down data by attributes like service name, endpoint, status code, or region. Essential for spotting patterns and comparing performance across different segments.',
+		docLink: 'https://signoz.io/docs/userguide/query-builder-v5/#grouping',
+	},
+	{
+		icon: <ScrollText size={14} />,
+		label: 'Having',
+		key: 'having',
+		description:
+			'Filter grouped results based on aggregate conditions. Show only groups meeting specific criteria, like error rates > 5% or p99 latency > 500',
+		docLink:
+			'https://signoz.io/docs/userguide/query-builder-v5/#conditional-filtering-with-having',
+	},
+	{
+		icon: <ScrollText size={14} />,
+		label: 'Order By',
+		key: 'order_by',
+		description:
+			'Sort results to surface what matters most. Quickly identify slowest operations, most frequent errors, or highest resource consumers.',
+		docLink:
+			'https://signoz.io/docs/userguide/query-builder-v5/#sorting--limiting',
+	},
+	{
+		icon: <ScrollText size={14} />,
+		label: 'Limit',
+		key: 'limit',
+		description:
+			'Show only the top/bottom N results. Perfect for focusing on outliers, reducing noise, and improving dashboard performance.',
+		docLink:
+			'https://signoz.io/docs/userguide/query-builder-v5/#sorting--limiting',
+	},
+	{
+		icon: <ScrollText size={14} />,
+		label: 'Legend format',
+		key: 'legend_format',
+		description:
+			'Customize series labels using variables like {{service.name}}-{{endpoint}}. Makes charts readable at a glance during incident investigation.',
+		docLink:
+			'https://signoz.io/docs/userguide/query-builder-v5/#legend-formatting',
+	},
+];
+
+const REDUCE_TO = {
+	icon: <ScrollText size={14} />,
+	label: 'Reduce to',
+	key: 'reduce_to',
+	description:
+		'Apply mathematical operations like sum, average, min, max, or percentiles to reduce multiple time series into a single value.',
+	docLink:
+		'https://signoz.io/docs/userguide/query-builder-v5/#reduce-operations',
+};
+
+// Custom tooltip content component
+function TooltipContent({
+	label,
+	description,
+	docLink,
+}: {
+	label: string;
+	description?: string;
+	docLink?: string;
+}): JSX.Element {
+	return (
+		<div
+			style={{
+				display: 'flex',
+				flexDirection: 'column',
+				gap: '8px',
+				maxWidth: '300px',
+			}}
+		>
+			<strong style={{ fontSize: '14px' }}>{label}</strong>
+			{description && (
+				<span style={{ fontSize: '12px', lineHeight: '1.5' }}>{description}</span>
+			)}
+			{docLink && (
+				<a
+					href={docLink}
+					target="_blank"
+					rel="noopener noreferrer"
+					onClick={(e): void => e.stopPropagation()}
+					style={{
+						display: 'flex',
+						alignItems: 'center',
+						gap: '4px',
+						color: '#4096ff',
+						fontSize: '12px',
+						marginTop: '4px',
+					}}
+				>
+					Learn more
+					<ExternalLink size={12} />
+				</a>
+			)}
+		</div>
+	);
+}
+
+function QueryAddOns({
+	query,
+	version,
+	isListViewPanel,
+	showReduceTo,
+	panelType,
+	index,
+}: {
+	query: IBuilderQuery;
+	version: string;
+	isListViewPanel: boolean;
+	showReduceTo: boolean;
+	panelType: PANEL_TYPES | null;
+	index: number;
+}): JSX.Element {
+	const [addOns, setAddOns] = useState<AddOn[]>(ADD_ONS);
+
+	const [selectedViews, setSelectedViews] = useState<AddOn[]>([]);
+
+	const { handleChangeQueryData } = useQueryOperations({
+		index,
+		query,
+		entityVersion: '',
+	});
+
+	const { handleSetQueryData } = useQueryBuilder();
+
+	useEffect(() => {
+		if (isListViewPanel) {
+			setAddOns([]);
+
+			setSelectedViews([
+				ADD_ONS.find((addOn) => addOn.key === ADD_ONS_KEYS.ORDER_BY) as AddOn,
+			]);
+
+			return;
+		}
+
+		let filteredAddOns: AddOn[];
+		if (panelType === PANEL_TYPES.VALUE) {
+			// Filter out all add-ons except legend format
+			filteredAddOns = ADD_ONS.filter(
+				(addOn) => addOn.key === ADD_ONS_KEYS.LEGEND_FORMAT,
+			);
+		} else {
+			filteredAddOns = Object.values(ADD_ONS);
+
+			// Filter out group_by for metrics data source
+			if (query.dataSource === DataSource.METRICS) {
+				filteredAddOns = filteredAddOns.filter(
+					(addOn) => addOn.key !== ADD_ONS_KEYS.GROUP_BY,
+				);
+			}
+		}
+
+		// add reduce to if showReduceTo is true
+		if (showReduceTo) {
+			filteredAddOns = [...filteredAddOns, REDUCE_TO];
+		}
+
+		setAddOns(filteredAddOns);
+
+		// Filter selectedViews to only include add-ons present in filteredAddOns
+		setSelectedViews((prevSelectedViews) =>
+			prevSelectedViews.filter((view) =>
+				filteredAddOns.some((addOn) => addOn.key === view.key),
+			),
+		);
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [panelType, isListViewPanel, query.dataSource]);
+
+	const handleOptionClick = (e: RadioChangeEvent): void => {
+		if (selectedViews.find((view) => view.key === e.target.value.key)) {
+			setSelectedViews(
+				selectedViews.filter((view) => view.key !== e.target.value.key),
+			);
+		} else {
+			setSelectedViews([...selectedViews, e.target.value]);
+		}
+	};
+
+	const handleChangeGroupByKeys = useCallback(
+		(value: IBuilderQuery['groupBy']) => {
+			handleChangeQueryData('groupBy', value);
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleChangeOrderByKeys = useCallback(
+		(value: IBuilderQuery['orderBy']) => {
+			handleChangeQueryData('orderBy', value);
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleChangeReduceToV5 = useCallback(
+		(value: ReduceOperators) => {
+			handleSetQueryData(index, {
+				...query,
+				aggregations: [
+					{
+						...(query.aggregations?.[0] as MetricAggregation),
+						reduceTo: value,
+					},
+				],
+			});
+		},
+		[handleSetQueryData, index, query],
+	);
+
+	const handleRemoveView = useCallback(
+		(key: string): void => {
+			setSelectedViews(selectedViews.filter((view) => view.key !== key));
+		},
+		[selectedViews],
+	);
+
+	const handleChangeQueryLegend = useCallback(
+		(value: string) => {
+			handleChangeQueryData('legend', value);
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleChangeLimit = useCallback(
+		(value: string) => {
+			handleChangeQueryData('limit', Number(value) || null);
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleChangeHaving = useCallback(
+		(value: string) => {
+			handleChangeQueryData('having', {
+				expression: value,
+			});
+		},
+		[handleChangeQueryData],
+	);
+
+	return (
+		<div className="query-add-ons">
+			{selectedViews.length > 0 && (
+				<div className="selected-add-ons-content">
+					{selectedViews.find((view) => view.key === 'group_by') && (
+						<div className="add-on-content">
+							<div className="periscope-input-with-label">
+								<Tooltip
+									title={
+										<TooltipContent
+											label="Group By"
+											description="Break down data by attributes like service name, endpoint, status code, or region. Essential for spotting patterns and comparing performance across different segments."
+											docLink="https://signoz.io/docs/userguide/query-builder-v5/#grouping"
+										/>
+									}
+									placement="top"
+									mouseEnterDelay={0.5}
+								>
+									<div className="label" style={{ cursor: 'help' }}>
+										Group By
+									</div>
+								</Tooltip>
+								<div className="input">
+									<GroupByFilter
+										disabled={
+											query.dataSource === DataSource.METRICS &&
+											!(query.aggregations?.[0] as MetricAggregation)?.metricName
+										}
+										query={query}
+										onChange={handleChangeGroupByKeys}
+									/>
+								</div>
+								<Button
+									className="close-btn periscope-btn ghost"
+									icon={<ChevronUp size={16} />}
+									onClick={(): void => handleRemoveView('group_by')}
+								/>
+							</div>
+						</div>
+					)}
+					{selectedViews.find((view) => view.key === 'having') && (
+						<div className="add-on-content">
+							<div className="periscope-input-with-label">
+								<Tooltip
+									title={
+										<TooltipContent
+											label="Having"
+											description="Filter grouped results based on aggregate conditions. Show only groups meeting specific criteria, like error rates > 5% or p99 latency > 500"
+											docLink="https://signoz.io/docs/userguide/query-builder-v5/#conditional-filtering-with-having"
+										/>
+									}
+									placement="top"
+									mouseEnterDelay={0.5}
+								>
+									<div className="label" style={{ cursor: 'help' }}>
+										Having
+									</div>
+								</Tooltip>
+								<div className="input">
+									<HavingFilter
+										onClose={(): void => {
+											setSelectedViews(
+												selectedViews.filter((view) => view.key !== 'having'),
+											);
+										}}
+										onChange={handleChangeHaving}
+										queryData={query}
+									/>
+								</div>
+							</div>
+						</div>
+					)}
+					{selectedViews.find((view) => view.key === 'limit') && (
+						<div className="add-on-content">
+							<InputWithLabel
+								label="Limit"
+								onChange={handleChangeLimit}
+								initialValue={query?.limit ?? undefined}
+								placeholder="Enter limit"
+								onClose={(): void => {
+									setSelectedViews(selectedViews.filter((view) => view.key !== 'limit'));
+								}}
+								closeIcon={<ChevronUp size={16} />}
+							/>
+						</div>
+					)}
+					{selectedViews.find((view) => view.key === 'order_by') && (
+						<div className="add-on-content">
+							<div className="periscope-input-with-label">
+								<Tooltip
+									title={
+										<TooltipContent
+											label="Order By"
+											description="Sort results to surface what matters most. Quickly identify slowest operations, most frequent errors, or highest resource consumers."
+											docLink="https://signoz.io/docs/userguide/query-builder-v5/#sorting--limiting"
+										/>
+									}
+									placement="top"
+									mouseEnterDelay={0.5}
+								>
+									<div className="label" style={{ cursor: 'help' }}>
+										Order By
+									</div>
+								</Tooltip>
+								<div className="input">
+									<OrderByFilter
+										entityVersion={version}
+										query={query}
+										onChange={handleChangeOrderByKeys}
+										isListViewPanel={isListViewPanel}
+										isNewQueryV2
+									/>
+								</div>
+								{!isListViewPanel && (
+									<Button
+										className="close-btn periscope-btn ghost"
+										icon={<ChevronUp size={16} />}
+										onClick={(): void => handleRemoveView('order_by')}
+									/>
+								)}
+							</div>
+						</div>
+					)}
+
+					{selectedViews.find((view) => view.key === 'reduce_to') && showReduceTo && (
+						<div className="add-on-content">
+							<div className="periscope-input-with-label">
+								<Tooltip
+									title={
+										<TooltipContent
+											label="Reduce to"
+											description="Apply mathematical operations like sum, average, min, max, or percentiles to reduce multiple time series into a single value."
+											docLink="https://signoz.io/docs/userguide/query-builder-v5/#reduce-operations"
+										/>
+									}
+									placement="top"
+									mouseEnterDelay={0.5}
+								>
+									<div className="label" style={{ cursor: 'help' }}>
+										Reduce to
+									</div>
+								</Tooltip>
+								<div className="input">
+									<ReduceToFilter query={query} onChange={handleChangeReduceToV5} />
+								</div>
+
+								<Button
+									className="close-btn periscope-btn ghost"
+									icon={<ChevronUp size={16} />}
+									onClick={(): void => handleRemoveView('reduce_to')}
+								/>
+							</div>
+						</div>
+					)}
+
+					{selectedViews.find((view) => view.key === 'legend_format') && (
+						<div className="add-on-content">
+							<InputWithLabel
+								label="Legend format"
+								placeholder="Write legend format"
+								onChange={handleChangeQueryLegend}
+								initialValue={isEmpty(query?.legend) ? undefined : query?.legend}
+								onClose={(): void => {
+									setSelectedViews(
+										selectedViews.filter((view) => view.key !== 'legend_format'),
+									);
+								}}
+								closeIcon={<ChevronUp size={16} />}
+							/>
+						</div>
+					)}
+				</div>
+			)}
+
+			<div className="add-ons-list">
+				<Radio.Group
+					className="add-ons-tabs"
+					onChange={handleOptionClick}
+					value={selectedViews}
+				>
+					{addOns.map((addOn) => (
+						<Tooltip
+							key={addOn.key}
+							title={
+								<TooltipContent
+									label={addOn.label}
+									description={addOn.description}
+									docLink={addOn.docLink}
+								/>
+							}
+							placement="top"
+							mouseEnterDelay={0.5}
+						>
+							<Radio.Button
+								className={
+									selectedViews.find((view) => view.key === addOn.key)
+										? 'selected-view tab'
+										: 'tab'
+								}
+								value={addOn}
+							>
+								<div className="add-on-tab-title">
+									{addOn.icon}
+									{addOn.label}
+								</div>
+							</Radio.Button>
+						</Tooltip>
+					))}
+				</Radio.Group>
+			</div>
+		</div>
+	);
+}
+
+export default QueryAddOns;
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.styles.scss
@@ -0,0 +1,339 @@
+.query-aggregation-container {
+	display: block;
+
+	.aggregation-container {
+		display: flex;
+		flex-direction: row;
+		gap: 8px;
+		align-items: flex-start;
+		flex-wrap: wrap;
+
+		.query-aggregation-select-container {
+			display: flex;
+			flex-direction: row;
+			align-items: center;
+			flex: 1;
+			min-width: 400px;
+			position: relative;
+
+			.query-aggregation-select-editor {
+				border-radius: 2px;
+				flex: 1;
+				min-width: 0;
+
+				&.error {
+					.cm-editor {
+						.cm-content {
+							border-color: var(--bg-cherry-500) !important;
+						}
+					}
+				}
+				.cm-content {
+					padding: 0;
+				}
+
+				.cm-editor {
+					border-radius: 2px;
+					background-color: transparent !important;
+					position: relative !important;
+
+					&.cm-focused {
+						outline: none !important;
+					}
+
+					&:focus-within {
+						border-color: var(--bg-robin-500);
+					}
+
+					.cm-content {
+						border-radius: 2px;
+						border: 1px solid var(--Slate-400, #1d212d);
+						border-top-right-radius: 0px;
+						border-bottom-right-radius: 0px;
+						padding: 0px !important;
+						background-color: #121317 !important;
+
+						&:focus-within {
+							border-color: var(--bg-ink-200);
+						}
+					}
+
+					.cm-tooltip-autocomplete {
+						background: var(--bg-ink-300) !important;
+						border-radius: 2px !important;
+						font-size: 12px !important;
+						font-weight: 500 !important;
+						min-width: 400px !important;
+						position: absolute !important;
+						top: calc(100% + 6px) !important;
+						left: 0px !important;
+						right: 0px !important;
+
+						border-radius: 4px;
+						border: 1px solid var(--bg-slate-200, #1d212d);
+						background: linear-gradient(
+							139deg,
+							rgba(18, 19, 23, 0.8) 0%,
+							rgba(18, 19, 23, 0.9) 98.68%
+						) !important;
+						backdrop-filter: blur(20px);
+						box-sizing: border-box;
+						box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
+						font-family: 'Space Mono', monospace !important;
+
+						ul {
+							width: 100% !important;
+							max-width: 100% !important;
+							font-family: 'Space Mono', monospace !important;
+							min-height: 200px !important;
+
+							&::-webkit-scrollbar {
+								width: 0.3rem;
+							}
+							&::-webkit-scrollbar-corner {
+								background: transparent;
+							}
+							&::-webkit-scrollbar-thumb {
+								background: rgb(136, 136, 136);
+								border-radius: 0.625rem;
+							}
+							&::-webkit-scrollbar-track {
+								background: transparent;
+							}
+
+							li {
+								width: 100% !important;
+								max-width: 100% !important;
+								line-height: 36px !important;
+								height: 36px !important;
+								padding: 4px 8px !important;
+
+								display: flex !important;
+								align-items: center !important;
+								gap: 8px !important;
+								box-sizing: border-box;
+								overflow: hidden;
+
+								font-family: 'Space Mono', monospace !important;
+
+								.cm-completionIcon {
+									display: none !important;
+								}
+
+								&[aria-selected='true'] {
+									// background-color: rgba(78, 116, 248, 0.7) !important;
+									background: rgba(171, 189, 255, 0.04) !important;
+								}
+							}
+						}
+					}
+
+					.cm-gutters {
+						display: none !important;
+					}
+
+					.cm-line {
+						line-height: 36px !important;
+						font-family: 'Space Mono', monospace !important;
+						background-color: #121317 !important;
+
+						::-moz-selection {
+							background: var(--bg-ink-100) !important;
+							opacity: 0.5 !important;
+						}
+
+						::selection {
+							background: var(--bg-ink-100) !important;
+							opacity: 0.5 !important;
+						}
+
+						.cm-function {
+							color: var(--bg-robin-500) !important;
+						}
+
+						.chip-decorator {
+							background: rgba(36, 40, 52, 1) !important;
+							color: var(--bg-vanilla-100) !important;
+							border-radius: 4px;
+							padding: 2px 4px;
+							margin-right: 4px;
+						}
+					}
+
+					.cm-selectionBackground {
+						background: var(--bg-ink-100) !important;
+						opacity: 0.5 !important;
+					}
+				}
+			}
+
+			.query-aggregation-error-container {
+				position: absolute;
+				right: 8px;
+				top: 50%;
+				transform: translateY(-50%);
+				z-index: 1;
+
+				.query-aggregation-error-content {
+					padding: 8px;
+					max-width: 300px;
+
+					.query-aggregation-error-message {
+						color: var(--bg-cherry-500);
+						font-size: 12px;
+						line-height: 16px;
+					}
+				}
+
+				.query-aggregation-error-btn {
+					padding: 4px;
+					height: auto;
+					min-width: auto;
+				}
+			}
+			.close-btn {
+				border-radius: 0px 2px 2px 0px;
+				border: 1px solid var(--bg-slate-400);
+				background: var(--bg-ink-300);
+				height: 38px;
+				width: 38px;
+
+				border-left: transparent;
+				border-top-left-radius: 0px;
+				border-bottom-left-radius: 0px;
+			}
+		}
+
+		.query-aggregation-options-input {
+			width: 100%;
+			height: 36px;
+			line-height: 36px;
+			border-radius: 2px;
+			border: 1px solid var(--bg-slate-400);
+			box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
+
+			font-family: 'Space Mono', monospace !important;
+
+			&::placeholder {
+				color: var(--bg-vanilla-100);
+				opacity: 0.5;
+			}
+		}
+
+		.query-aggregation-interval {
+			display: flex;
+			flex-direction: row;
+			align-items: center;
+			gap: 8px;
+			max-width: 360px;
+
+			.query-aggregation-interval-input-container {
+				.query-aggregation-interval-input {
+					input {
+						max-width: 120px;
+					}
+				}
+			}
+		}
+	}
+}
+
+.lightMode {
+	.query-aggregation-container {
+		.aggregation-container {
+			.query-aggregation-options-input {
+				border-color: var(--bg-vanilla-300) !important;
+
+				&::placeholder {
+					color: var(--bg-ink-400) !important;
+					opacity: 0.5 !important;
+				}
+			}
+
+			.query-aggregation-select-container {
+				.query-aggregation-select-editor {
+					.cm-editor {
+						.cm-content {
+							border: 1px solid var(--bg-vanilla-300) !important;
+							background: var(--bg-vanilla-100) !important;
+							box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1) !important;
+
+							&:focus-within {
+								border-color: var(--bg-vanilla-300) !important;
+							}
+						}
+
+						.cm-tooltip-autocomplete {
+							background: var(--bg-vanilla-100) !important;
+							border: 1px solid var(--bg-vanilla-300) !important;
+							color: var(--bg-ink-500) !important;
+							box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1) !important;
+
+							ul {
+								li {
+									color: var(--bg-ink-300) !important;
+
+									&:hover,
+									&[aria-selected='true'] {
+										background: var(--bg-vanilla-300) !important;
+										color: var(--bg-ink-500) !important;
+										font-weight: 600 !important;
+									}
+								}
+							}
+						}
+
+						.cm-line {
+							background-color: var(--bg-vanilla-100) !important;
+
+							::-moz-selection {
+								background: var(--bg-vanilla-100) !important;
+								opacity: 0.5 !important;
+							}
+
+							::selection {
+								background: var(--bg-vanilla-100) !important;
+								opacity: 0.5 !important;
+							}
+
+							.cm-function {
+								color: var(--bg-robin-500) !important;
+							}
+
+							.chip-decorator {
+								background: var(--bg-vanilla-300) !important;
+								color: var(--bg-ink-400) !important;
+							}
+						}
+
+						// .cm-selectionBackground {
+						// 	background: var(--bg-vanilla-100) !important;
+						// 	opacity: 0.5 !important;
+						// }
+					}
+				}
+
+				.close-btn {
+					border-color: var(--bg-vanilla-300) !important;
+					background: var(--bg-vanilla-100) !important;
+				}
+			}
+		}
+	}
+	.query-aggregation-error-popover {
+		.ant-popover-inner {
+			background-color: var(--bg-vanilla-100);
+			border: none;
+			box-shadow: 0px 4px 12px rgba(0, 0, 0, 0.1);
+		}
+	}
+}
+
+.query-aggregation-error-popover {
+	.ant-popover-inner {
+		background-color: var(--bg-slate-500);
+		border: 1px solid var(--bg-slate-400);
+		border-radius: 4px;
+		box-shadow: 0px 4px 12px rgba(0, 0, 0, 0.1);
+	}
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.tsx
@@ -0,0 +1,107 @@
+import './QueryAggregation.styles.scss';
+
+import { Tooltip } from 'antd';
+import InputWithLabel from 'components/InputWithLabel/InputWithLabel';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { useMemo } from 'react';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import { DataSource } from 'types/common/queryBuilder';
+
+import QueryAggregationSelect from './QueryAggregationSelect';
+
+function QueryAggregationOptions({
+	dataSource,
+	panelType,
+	onAggregationIntervalChange,
+	onChange,
+	queryData,
+}: {
+	dataSource: DataSource;
+	panelType?: string;
+	onAggregationIntervalChange: (value: number) => void;
+	onChange?: (value: string) => void;
+	queryData: IBuilderQuery;
+}): JSX.Element {
+	const showAggregationInterval = useMemo(() => {
+		// eslint-disable-next-line sonarjs/prefer-single-boolean-return
+		if (panelType === PANEL_TYPES.VALUE) {
+			return false;
+		}
+
+		if (dataSource === DataSource.TRACES || dataSource === DataSource.LOGS) {
+			return !(panelType === PANEL_TYPES.TABLE || panelType === PANEL_TYPES.PIE);
+		}
+
+		return true;
+	}, [dataSource, panelType]);
+
+	const handleAggregationIntervalChange = (value: string): void => {
+		onAggregationIntervalChange(Number(value));
+	};
+
+	return (
+		<div className="query-aggregation-container">
+			<div className="aggregation-container">
+				<QueryAggregationSelect
+					onChange={onChange}
+					queryData={queryData}
+					maxAggregations={
+						panelType === PANEL_TYPES.VALUE || panelType === PANEL_TYPES.PIE
+							? 1
+							: undefined
+					}
+				/>
+
+				{showAggregationInterval && (
+					<div className="query-aggregation-interval">
+						<Tooltip
+							title={
+								<div>
+									Set the time interval for aggregation
+									<br />
+									<a
+										href="https://signoz.io/docs/userguide/query-builder-v5/#time-aggregation-windows"
+										target="_blank"
+										rel="noopener noreferrer"
+										style={{ color: '#1890ff', textDecoration: 'underline' }}
+									>
+										Learn about step intervals
+									</a>
+								</div>
+							}
+							placement="top"
+						>
+							<div
+								className="metrics-aggregation-section-content-item-label"
+								style={{ cursor: 'help' }}
+							>
+								every
+							</div>
+						</Tooltip>
+
+						<div className="query-aggregation-interval-input-container">
+							<InputWithLabel
+								initialValue={
+									queryData?.stepInterval ? queryData?.stepInterval : undefined
+								}
+								className="query-aggregation-interval-input"
+								label="Seconds"
+								placeholder="Auto"
+								type="number"
+								onChange={handleAggregationIntervalChange}
+								labelAfter
+							/>
+						</div>
+					</div>
+				)}
+			</div>
+		</div>
+	);
+}
+
+QueryAggregationOptions.defaultProps = {
+	panelType: null,
+	onChange: undefined,
+};
+
+export default QueryAggregationOptions;
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregationSelect.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregationSelect.tsx
@@ -0,0 +1,715 @@
+/* eslint-disable import/no-extraneous-dependencies */
+/* eslint-disable no-cond-assign */
+/* eslint-disable no-restricted-syntax */
+/* eslint-disable class-methods-use-this */
+/* eslint-disable react/no-this-in-sfc */
+/* eslint-disable sonarjs/cognitive-complexity */
+import './QueryAggregation.styles.scss';
+
+import {
+	autocompletion,
+	closeCompletion,
+	Completion,
+	CompletionContext,
+	completionKeymap,
+	CompletionResult,
+	startCompletion,
+} from '@codemirror/autocomplete';
+import { javascript } from '@codemirror/lang-javascript';
+import { EditorState, RangeSetBuilder, Transaction } from '@codemirror/state';
+import { Color } from '@signozhq/design-tokens';
+import { copilot } from '@uiw/codemirror-theme-copilot';
+import { githubLight } from '@uiw/codemirror-theme-github';
+import CodeMirror, {
+	Decoration,
+	EditorView,
+	keymap,
+	ViewPlugin,
+	ViewUpdate,
+} from '@uiw/react-codemirror';
+import { Button, Popover, Tooltip } from 'antd';
+import { getKeySuggestions } from 'api/querySuggestions/getKeySuggestions';
+import { QUERY_BUILDER_KEY_TYPES } from 'constants/antlrQueryConstants';
+import { QueryBuilderKeys } from 'constants/queryBuilder';
+import { tracesAggregateOperatorOptions } from 'constants/queryBuilderOperators';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { Info, TriangleAlert } from 'lucide-react';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { useQuery } from 'react-query';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import { TracesAggregatorOperator } from 'types/common/queryBuilder';
+
+import { useQueryBuilderV2Context } from '../../QueryBuilderV2Context';
+
+const chipDecoration = Decoration.mark({
+	class: 'chip-decorator',
+});
+
+const operatorArgMeta: Record<
+	string,
+	{ acceptsArgs: boolean; multiple: boolean }
+> = {
+	[TracesAggregatorOperator.NOOP]: { acceptsArgs: false, multiple: false },
+	[TracesAggregatorOperator.COUNT]: { acceptsArgs: false, multiple: false },
+	[TracesAggregatorOperator.COUNT_DISTINCT]: {
+		acceptsArgs: true,
+		multiple: true,
+	},
+	[TracesAggregatorOperator.SUM]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.AVG]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.MAX]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.MIN]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P05]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P10]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P20]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P25]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P50]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P75]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P90]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P95]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.P99]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.RATE]: { acceptsArgs: false, multiple: false },
+	[TracesAggregatorOperator.RATE_SUM]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.RATE_AVG]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.RATE_MIN]: { acceptsArgs: true, multiple: false },
+	[TracesAggregatorOperator.RATE_MAX]: { acceptsArgs: true, multiple: false },
+};
+
+function getFunctionContextAtCursor(
+	text: string,
+	cursorPos: number,
+): string | null {
+	// Find the nearest function name to the left of the nearest unmatched '('
+	let openParenIndex = -1;
+	let funcName: string | null = null;
+	let parenStack = 0;
+	for (let i = cursorPos - 1; i >= 0; i--) {
+		if (text[i] === ')') parenStack++;
+		else if (text[i] === '(') {
+			if (parenStack === 0) {
+				openParenIndex = i;
+				const before = text.slice(0, i);
+				const match = before.match(/(\w+)\s*$/);
+				if (match) funcName = match[1].toLowerCase();
+				break;
+			}
+			parenStack--;
+		}
+	}
+	if (openParenIndex === -1 || !funcName) return null;
+	// Scan forwards to find the matching closing parenthesis
+	let closeParenIndex = -1;
+	let depth = 1;
+	for (let j = openParenIndex + 1; j < text.length; j++) {
+		if (text[j] === '(') depth++;
+		else if (text[j] === ')') depth--;
+		if (depth === 0) {
+			closeParenIndex = j;
+			break;
+		}
+	}
+	if (
+		cursorPos > openParenIndex &&
+		(closeParenIndex === -1 || cursorPos <= closeParenIndex)
+	) {
+		return funcName;
+	}
+	return null;
+}
+
+// Custom extension to stop events from propagating to global shortcuts
+const stopEventsExtension = EditorView.domEventHandlers({
+	keydown: (event) => {
+		// Stop all keyboard events from propagating to global shortcuts
+		event.stopPropagation();
+		event.stopImmediatePropagation();
+		return false; // Important for CM to know you handled it
+	},
+	input: (event) => {
+		event.stopPropagation();
+		return false;
+	},
+	focus: (event) => {
+		// Ensure focus events don't interfere with global shortcuts
+		event.stopPropagation();
+		return false;
+	},
+	blur: (event) => {
+		// Ensure blur events don't interfere with global shortcuts
+		event.stopPropagation();
+		return false;
+	},
+});
+
+// eslint-disable-next-line react/no-this-in-sfc
+function QueryAggregationSelect({
+	onChange,
+	queryData,
+	maxAggregations,
+}: {
+	onChange?: (value: string) => void;
+	queryData: IBuilderQuery;
+	maxAggregations?: number;
+}): JSX.Element {
+	const isDarkMode = useIsDarkMode();
+	const { setAggregationOptions } = useQueryBuilderV2Context();
+
+	const [input, setInput] = useState(
+		queryData?.aggregations?.map((i: any) => i.expression).join(' ') || '',
+	);
+
+	useEffect(() => {
+		setInput(
+			queryData?.aggregations?.map((i: any) => i.expression).join(' ') || '',
+		);
+	}, [queryData?.aggregations]);
+
+	const [cursorPos, setCursorPos] = useState(0);
+	const [functionArgPairs, setFunctionArgPairs] = useState<
+		{ func: string; arg: string }[]
+	>([]);
+	const [validationError, setValidationError] = useState<string | null>(null);
+	const editorRef = useRef<EditorView | null>(null);
+	const [isFocused, setIsFocused] = useState(false);
+
+	// Get valid function names (lowercase)
+	const validFunctions = useMemo(
+		() => tracesAggregateOperatorOptions.map((op) => op.value.toLowerCase()),
+		[],
+	);
+
+	// Helper function to safely start completion
+	const safeStartCompletion = useCallback((): void => {
+		requestAnimationFrame(() => {
+			if (editorRef.current) {
+				startCompletion(editorRef.current);
+			}
+		});
+	}, []);
+
+	// Update cursor position on every editor update
+	const handleUpdate = (update: { view: EditorView }): void => {
+		const pos = update.view.state.selection.main.from;
+		setCursorPos(pos);
+	};
+
+	// Effect to handle focus state and trigger suggestions
+	useEffect(() => {
+		if (isFocused) {
+			safeStartCompletion();
+		}
+	}, [isFocused, safeStartCompletion]);
+
+	// Extract all valid function-argument pairs from the input
+	useEffect(() => {
+		const pairs: { func: string; arg: string }[] = [];
+		const regex = /([a-zA-Z_][\w]*)\s*\(([^)]*)\)/g;
+		let match;
+		while ((match = regex.exec(input)) !== null) {
+			const func = match[1].toLowerCase();
+			const args = match[2]
+				.split(',')
+				.map((arg) => arg.trim())
+				.filter((arg) => arg.length > 0);
+
+			if (args.length === 0) {
+				// For functions with no arguments, add a pair with empty string as arg
+				pairs.push({ func, arg: '' });
+			} else {
+				args.forEach((arg) => {
+					pairs.push({ func, arg });
+				});
+			}
+		}
+
+		// Validation logic
+		const validateAggregations = (): string | null => {
+			// Check maxAggregations limit
+			if (maxAggregations !== undefined && pairs.length > maxAggregations) {
+				return `Maximum ${maxAggregations} aggregation${
+					maxAggregations === 1 ? '' : 's'
+				} allowed`;
+			}
+
+			// Check for invalid functions
+			const invalidFuncs = pairs.filter(
+				(pair) => !validFunctions.includes(pair.func),
+			);
+			if (invalidFuncs.length > 0) {
+				const funcs = invalidFuncs.map((f) => f.func).join(', ');
+				return `Invalid function${invalidFuncs.length === 1 ? '' : 's'}: ${funcs}`;
+			}
+
+			// Check for incomplete function calls
+			if (/([a-zA-Z_][\w]*)\s*\([^)]*$/g.test(input)) {
+				return 'Incomplete function call - missing closing parenthesis';
+			}
+
+			// Check for empty function calls that require arguments
+			const emptyFuncs = (input.match(/([a-zA-Z_][\w]*)\s*\(\s*\)/g) || [])
+				.map((call) => call.match(/([a-zA-Z_][\w]*)/)?.[1])
+				.filter((func): func is string => Boolean(func))
+				.filter((func) => operatorArgMeta[func.toLowerCase()]?.acceptsArgs);
+
+			if (emptyFuncs.length > 0) {
+				const isPlural = emptyFuncs.length > 1;
+				return `Function${isPlural ? 's' : ''} ${emptyFuncs.join(', ')} require${
+					isPlural ? '' : 's'
+				} arguments`;
+			}
+
+			return null;
+		};
+
+		setValidationError(validateAggregations());
+		setFunctionArgPairs(pairs);
+		setAggregationOptions(queryData.queryName, pairs);
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [input, maxAggregations, validFunctions]);
+
+	// Transaction filter to limit aggregations
+	const transactionFilterExtension = useMemo(() => {
+		if (maxAggregations === undefined) return [];
+
+		return EditorState.transactionFilter.of((tr: Transaction) => {
+			if (!tr.docChanged) return tr;
+
+			const regex = /([a-zA-Z_][\w]*)\s*\(([^)]*)\)/g;
+			const oldMatches = [
+				...tr.startState.doc.toString().matchAll(regex),
+			].filter((match) => validFunctions.includes(match[1].toLowerCase()));
+			const newMatches = [
+				...tr.newDoc.toString().matchAll(regex),
+			].filter((match) => validFunctions.includes(match[1].toLowerCase()));
+
+			if (
+				newMatches.length > oldMatches.length &&
+				newMatches.length > maxAggregations
+			) {
+				return []; // Cancel transaction
+			}
+			return tr;
+		});
+	}, [maxAggregations, validFunctions]);
+
+	// Find function context for fetching suggestions
+	const functionContextForFetch = getFunctionContextAtCursor(input, cursorPos);
+
+	const { data: aggregateAttributeData, isLoading: isLoadingFields } = useQuery(
+		[
+			QueryBuilderKeys.GET_AGGREGATE_ATTRIBUTE,
+			functionContextForFetch,
+			queryData.dataSource,
+		],
+		() => {
+			const operatorsWithoutDataType: (string | undefined)[] = [
+				TracesAggregatorOperator.COUNT,
+				TracesAggregatorOperator.COUNT_DISTINCT,
+				TracesAggregatorOperator.RATE,
+			];
+
+			const fieldDataType =
+				functionContextForFetch &&
+				operatorsWithoutDataType.includes(functionContextForFetch)
+					? undefined
+					: QUERY_BUILDER_KEY_TYPES.NUMBER;
+
+			return getKeySuggestions({
+				signal: queryData.dataSource,
+				searchText: '',
+				fieldDataType: fieldDataType as QUERY_BUILDER_KEY_TYPES,
+			});
+		},
+		{
+			enabled:
+				!!functionContextForFetch &&
+				!!operatorArgMeta[functionContextForFetch]?.acceptsArgs,
+		},
+	);
+
+	// Memoized chipPlugin that highlights valid function calls like count(), max(arg), min(arg)
+	const chipPlugin = useMemo(
+		() =>
+			ViewPlugin.fromClass(
+				class {
+					decorations: import('@codemirror/view').DecorationSet;
+
+					constructor(view: EditorView) {
+						this.decorations = this.buildDecorations(view);
+					}
+
+					update(update: ViewUpdate): void {
+						if (update.docChanged || update.viewportChanged) {
+							this.decorations = this.buildDecorations(update.view);
+						}
+					}
+
+					buildDecorations(
+						view: EditorView,
+					): import('@codemirror/view').DecorationSet {
+						const builder = new RangeSetBuilder<Decoration>();
+						for (const { from, to } of view.visibleRanges) {
+							const text = view.state.doc.sliceString(from, to);
+
+							const regex = /\b([a-zA-Z_][\w]*)\s*\(([^)]*)\)/g;
+							let match;
+
+							while ((match = regex.exec(text)) !== null) {
+								const func = match[1].toLowerCase();
+
+								if (validFunctions.includes(func)) {
+									const start = from + match.index;
+									const end = start + match[0].length;
+									builder.add(start, end, chipDecoration);
+								}
+							}
+						}
+						return builder.finish();
+					}
+				},
+				{
+					decorations: (v: any): import('@codemirror/view').DecorationSet =>
+						v.decorations,
+				},
+			),
+		[validFunctions],
+	) as any;
+
+	const operatorCompletions: Completion[] = tracesAggregateOperatorOptions.map(
+		(op) => ({
+			label: op.value,
+			type: 'function',
+			info: op.label,
+			apply: (
+				view: EditorView,
+				completion: Completion,
+				from: number,
+				to: number,
+			): void => {
+				const acceptsArgs = operatorArgMeta[op.value]?.acceptsArgs;
+
+				let insertText: string;
+				let cursorPos: number;
+
+				if (!acceptsArgs) {
+					insertText = `${op.value}() `;
+					cursorPos = from + insertText.length; // Use insertText.length instead of hardcoded values
+				} else {
+					insertText = `${op.value}(`;
+					cursorPos = from + insertText.length; // Use insertText.length instead of hardcoded values
+				}
+
+				view.dispatch({
+					changes: { from, to, insert: insertText },
+					selection: { anchor: cursorPos },
+				});
+
+				// Trigger suggestions after a small delay
+				setTimeout(() => {
+					safeStartCompletion();
+				}, 50);
+			},
+		}),
+	);
+
+	// Memoize field suggestions from API (no filtering here)
+	const fieldSuggestions = useMemo(
+		() =>
+			Object.keys(aggregateAttributeData?.data.data.keys || {}).flatMap((key) => {
+				const attributeKeys = aggregateAttributeData?.data.data.keys[key];
+				if (!attributeKeys) return [];
+
+				return attributeKeys.map((attributeKey) => ({
+					label: attributeKey.name,
+					type: 'variable',
+					info: attributeKey.fieldDataType,
+					apply: (
+						view: EditorView,
+						completion: Completion,
+						from: number,
+						to: number,
+					): void => {
+						const text = view.state.sliceDoc(0, from);
+						const funcName = getFunctionContextAtCursor(text, from);
+						const multiple = funcName ? operatorArgMeta[funcName]?.multiple : false;
+
+						// Insert the selected key followed by either a comma or closing parenthesis
+						const insertText = multiple
+							? `${completion.label},`
+							: `${completion.label}) `;
+						const cursorPos = from + insertText.length; // Use insertText.length instead of hardcoded values
+
+						view.dispatch({
+							changes: { from, to, insert: insertText },
+							selection: { anchor: cursorPos },
+						});
+
+						// Trigger next suggestions after a small delay
+						setTimeout(() => {
+							safeStartCompletion();
+						}, 50);
+					},
+				}));
+			}) || [],
+		[aggregateAttributeData, safeStartCompletion],
+	);
+
+	const aggregatorAutocomplete = useMemo(
+		() =>
+			autocompletion({
+				override: [
+					(context: CompletionContext): CompletionResult | null => {
+						const text = context.state.sliceDoc(0, context.state.doc.length);
+						const cursorPos = context.pos;
+						const funcName = getFunctionContextAtCursor(text, cursorPos);
+
+						// Check if over limit and not editing existing
+						if (maxAggregations !== undefined) {
+							const regex = /([a-zA-Z_][\w]*)\s*\(([^)]*)\)/g;
+							const matches = [...text.matchAll(regex)].filter((match) =>
+								validFunctions.includes(match[1].toLowerCase()),
+							);
+							if (matches.length >= maxAggregations) {
+								const isEditing = matches.some((match) => {
+									const start = match.index ?? 0;
+									return cursorPos >= start && cursorPos <= start + match[0].length;
+								});
+								if (!isEditing) return null;
+							}
+						}
+
+						// Do not show suggestions if inside count()
+						if (
+							funcName === TracesAggregatorOperator.COUNT &&
+							cursorPos > 0 &&
+							text[cursorPos - 1] !== ')'
+						) {
+							return null;
+						}
+
+						// If inside a function that accepts args, show field suggestions
+						if (funcName && operatorArgMeta[funcName]?.acceptsArgs) {
+							if (isLoadingFields) {
+								return {
+									from: cursorPos,
+									options: [
+										{
+											label: 'Loading suggestions...',
+											type: 'text',
+											apply: (): void => {},
+										},
+									],
+								};
+							}
+
+							const doc = context.state.sliceDoc(0, cursorPos);
+							const lastOpenParen = doc.lastIndexOf('(');
+							const lastComma = doc.lastIndexOf(',', cursorPos - 1);
+							const startOfArg =
+								lastComma > lastOpenParen ? lastComma + 1 : lastOpenParen + 1;
+							const inputText = doc.slice(startOfArg, cursorPos).trim();
+
+							// Parse arguments already present in the function call (before the cursor)
+							const usedArgs = new Set<string>();
+							if (lastOpenParen !== -1) {
+								const argsString = doc.slice(lastOpenParen + 1, cursorPos);
+								argsString.split(',').forEach((arg) => {
+									const trimmed = arg.trim();
+									if (trimmed) usedArgs.add(trimmed);
+								});
+							}
+
+							// Exclude arguments already paired with this function elsewhere in the input
+							const globalUsedArgs = new Set(
+								functionArgPairs
+									.filter((pair) => pair.func === funcName)
+									.map((pair) => pair.arg),
+							);
+
+							const availableSuggestions = fieldSuggestions.filter(
+								(suggestion) =>
+									!usedArgs.has(suggestion.label) &&
+									!globalUsedArgs.has(suggestion.label),
+							);
+
+							const filteredSuggestions =
+								inputText === ''
+									? availableSuggestions
+									: availableSuggestions.filter((suggestion) =>
+											suggestion.label.toLowerCase().includes(inputText.toLowerCase()),
+									  );
+
+							return {
+								from: startOfArg,
+								options: filteredSuggestions,
+							};
+						}
+
+						// Show operator suggestions if no function context or not accepting args
+						if (!funcName || !operatorArgMeta[funcName]?.acceptsArgs) {
+							// Check if 'count(' is present in the current input (case-insensitive)
+							const hasCount = text.toLowerCase().includes('count(');
+							const availableOperators = hasCount
+								? operatorCompletions.filter((op) => op.label.toLowerCase() !== 'count')
+								: operatorCompletions;
+
+							// Get the word before cursor if any
+							const word = context.matchBefore(/[\w\d_]+/);
+
+							// Show suggestions if:
+							// 1. There's a word match
+							// 2. The input is empty (cursor at start)
+							// 3. The user explicitly triggered completion
+							if (word || cursorPos === 0 || context.explicit) {
+								return {
+									from: word ? word.from : cursorPos,
+									options: availableOperators,
+								};
+							}
+						}
+
+						return null;
+					},
+				],
+				defaultKeymap: true,
+				closeOnBlur: true,
+				maxRenderedOptions: 50,
+				activateOnTyping: true,
+			}),
+		[
+			operatorCompletions,
+			isLoadingFields,
+			fieldSuggestions,
+			functionArgPairs,
+			maxAggregations,
+			validFunctions,
+		],
+	);
+
+	return (
+		<div className="query-aggregation-select-container">
+			<CodeMirror
+				value={input}
+				onChange={(value): void => {
+					setInput(value);
+					onChange?.(value);
+				}}
+				className={`query-aggregation-select-editor ${
+					validationError ? 'error' : ''
+				}`}
+				theme={isDarkMode ? copilot : githubLight}
+				extensions={[
+					chipPlugin,
+					aggregatorAutocomplete,
+					transactionFilterExtension,
+					javascript({ jsx: false, typescript: false }),
+					EditorView.lineWrapping,
+					stopEventsExtension,
+					keymap.of([
+						...completionKeymap,
+						{
+							key: 'Escape',
+							run: closeCompletion,
+						},
+					]),
+				]}
+				placeholder={
+					maxAggregations !== undefined
+						? `Type aggregator functions (max ${maxAggregations}) like sum(), count_distinct(...), etc.`
+						: 'Type aggregator functions like sum(), count_distinct(...), etc.'
+				}
+				basicSetup={{
+					lineNumbers: false,
+					autocompletion: true,
+					completionKeymap: true,
+				}}
+				onUpdate={handleUpdate}
+				onCreateEditor={(view: EditorView): void => {
+					editorRef.current = view;
+				}}
+				onFocus={(): void => {
+					setIsFocused(true);
+					safeStartCompletion();
+				}}
+				onBlur={(): void => {
+					setIsFocused(false);
+
+					if (editorRef.current) {
+						closeCompletion(editorRef.current);
+					}
+				}}
+			/>
+
+			<Tooltip
+				title={
+					<div>
+						Aggregation functions:
+						<br />
+						<span style={{ fontSize: '12px', lineHeight: '1.4' }}>
+							• <strong>count</strong> - number of occurrences
+							<br />• <strong>sum/avg</strong> - sum/average of values
+							<br />• <strong>min/max</strong> - minimum/maximum value
+							<br />• <strong>p50/p90/p99</strong> - percentiles
+							<br />• <strong>count_distinct</strong> - unique values
+							<br />• <strong>rate</strong> - per-interval rate
+						</span>
+						<br />
+						<a
+							href="https://signoz.io/docs/userguide/query-builder-v5/#core-aggregation-functions"
+							target="_blank"
+							rel="noopener noreferrer"
+							style={{ color: '#1890ff', textDecoration: 'underline' }}
+						>
+							View documentation
+						</a>
+					</div>
+				}
+				placement="left"
+			>
+				<div
+					style={{
+						position: 'absolute',
+						top: '8px', // Match the error icon's top position
+						right: validationError ? '40px' : '8px', // Move left when error icon is shown
+						cursor: 'help',
+						zIndex: 10,
+						transition: 'right 0.2s ease',
+					}}
+				>
+					<Info
+						size={14}
+						style={{ opacity: 0.9, color: isDarkMode ? '#ffffff' : '#000000' }}
+					/>
+				</div>
+			</Tooltip>
+
+			{validationError && (
+				<div className="query-aggregation-error-container">
+					<Popover
+						placement="bottomRight"
+						showArrow={false}
+						content={
+							<div className="query-aggregation-error-content">
+								<div className="query-aggregation-error-message">{validationError}</div>
+							</div>
+						}
+						overlayClassName="query-aggregation-error-popover"
+					>
+						<Button
+							type="text"
+							icon={<TriangleAlert size={14} color={Color.BG_CHERRY_500} />}
+							className="periscope-btn ghost query-aggregation-error-btn"
+						/>
+					</Popover>
+				</div>
+			)}
+		</div>
+	);
+}
+
+QueryAggregationSelect.defaultProps = {
+	onChange: undefined,
+	maxAggregations: undefined,
+};
+
+export default QueryAggregationSelect;
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryFooter/QueryFooter.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryFooter/QueryFooter.tsx
@@ -0,0 +1,54 @@
+import { Button, Tooltip, Typography } from 'antd';
+import { Plus, Sigma } from 'lucide-react';
+
+export default function QueryFooter({
+	addNewBuilderQuery,
+	addNewFormula,
+}: {
+	addNewBuilderQuery: () => void;
+	addNewFormula: () => void;
+}): JSX.Element {
+	return (
+		<div className="qb-footer">
+			<div className="qb-footer-container">
+				<div className="qb-add-new-query">
+					<Tooltip title={<div style={{ textAlign: 'center' }}>Add New Query</div>}>
+						<Button
+							className="add-new-query-button periscope-btn secondary"
+							type="text"
+							icon={<Plus size={16} />}
+							onClick={addNewBuilderQuery}
+						/>
+					</Tooltip>
+				</div>
+
+				<div className="qb-add-formula">
+					<Tooltip
+						title={
+							<div style={{ textAlign: 'center' }}>
+								Add New Formula
+								<Typography.Link
+									href="https://signoz.io/docs/userguide/query-builder-v5/#multi-query-analysis-advanced-comparisons"
+									target="_blank"
+									style={{ textDecoration: 'underline' }}
+								>
+									{' '}
+									<br />
+									Learn more
+								</Typography.Link>
+							</div>
+						}
+					>
+						<Button
+							className="add-formula-button periscope-btn secondary"
+							icon={<Sigma size={16} />}
+							onClick={addNewFormula}
+						>
+							Add Formula
+						</Button>
+					</Tooltip>
+				</div>
+			</div>
+		</div>
+	);
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.styles.scss
@@ -0,0 +1,718 @@
+.code-mirror-where-clause {
+	width: 100%;
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+	font-family: Inter, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto,
+		'Helvetica Neue', sans-serif;
+
+	.query-where-clause-editor-container {
+		display: flex;
+		flex-direction: row;
+
+		.query-where-clause-editor {
+			flex: 1;
+			min-width: 400px;
+		}
+
+		.query-status-container {
+			width: 32px;
+
+			background-color: #121317 !important;
+			display: flex;
+			justify-content: center;
+			align-items: center;
+			border: 1px solid var(--bg-slate-200);
+			border-radius: 2px;
+			border-top-left-radius: 0px !important;
+			border-bottom-left-radius: 0px !important;
+			border-left: none !important;
+
+			&.hasErrors {
+				border-color: var(--bg-cherry-500);
+			}
+		}
+	}
+
+	.query-where-clause-editor {
+		&.hasErrors {
+			.cm-editor {
+				.cm-content {
+					border-color: var(--bg-cherry-500);
+					border-top-right-radius: 0px !important;
+					border-bottom-right-radius: 0px !important;
+				}
+			}
+		}
+	}
+
+	.cm-editor {
+		border-radius: 2px;
+		// overflow: hidden;
+		background-color: transparent !important;
+
+		&:focus-within {
+			border-color: var(--bg-robin-500);
+		}
+
+		.cm-content {
+			border-radius: 2px;
+			border: 1px solid var(--Slate-400, #1d212d);
+			padding: 0px !important;
+			background-color: #121317 !important;
+
+			&:focus-within {
+				border-color: var(--bg-ink-200);
+			}
+		}
+
+		&.cm-focused {
+			outline: 1px solid var(--bg-slate-200);
+		}
+
+		.cm-tooltip-autocomplete {
+			background: var(--bg-ink-300) !important;
+			border-radius: 2px !important;
+			font-size: 12px !important;
+			font-weight: 500 !important;
+			min-width: 400px !important;
+			position: absolute !important;
+			top: calc(100% + 6px) !important;
+			left: 0px !important;
+			right: 0px !important;
+
+			border-radius: 4px;
+			border: 0px;
+			background: linear-gradient(
+				139deg,
+				rgba(18, 19, 23, 0.8) 0%,
+				rgba(18, 19, 23, 0.9) 98.68%
+			) !important;
+			backdrop-filter: blur(20px);
+			box-sizing: border-box;
+			font-family: 'Space Mono', monospace !important;
+			border: 1px solid var(--bg-slate-200);
+			box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
+
+			ul {
+				width: 100% !important;
+				max-width: 100% !important;
+				font-family: 'Space Mono', monospace !important;
+				min-height: 200px !important;
+
+				&::-webkit-scrollbar {
+					width: 0.3rem;
+				}
+				&::-webkit-scrollbar-corner {
+					background: transparent;
+				}
+				&::-webkit-scrollbar-thumb {
+					background: rgb(136, 136, 136);
+					border-radius: 0.625rem;
+				}
+				&::-webkit-scrollbar-track {
+					background: transparent;
+				}
+
+				li {
+					width: 100% !important;
+					max-width: 100% !important;
+					line-height: 36px !important;
+					height: 36px !important;
+					padding: 4px 8px !important;
+
+					display: flex !important;
+					align-items: center !important;
+					gap: 8px !important;
+					box-sizing: border-box;
+					overflow: hidden;
+
+					font-family: 'Space Mono', monospace !important;
+
+					&:hover {
+						background: var(--bg-ink-100) !important;
+					}
+
+					.cm-completionIcon {
+						display: none !important;
+					}
+
+					&[aria-selected='true'] {
+						// background-color: rgba(78, 116, 248, 0.7) !important;
+						background: rgba(171, 189, 255, 0.04) !important;
+					}
+				}
+			}
+		}
+
+		.cm-gutters {
+			display: none !important;
+		}
+
+		.cm-line {
+			line-height: 34px !important;
+			font-family: 'Space Mono', monospace !important;
+			background-color: #121317 !important;
+
+			::-moz-selection {
+				background: var(--bg-ink-100) !important;
+				opacity: 0.5 !important;
+			}
+
+			::selection {
+				background: var(--bg-ink-100) !important;
+				opacity: 0.5 !important;
+			}
+		}
+
+		.cm-selectionBackground {
+			background: var(--bg-ink-100) !important;
+			opacity: 0.5 !important;
+		}
+	}
+
+	.cursor-position {
+		font-size: 12px;
+		color: var(--bg-ink-200);
+		padding: 6px;
+		background-color: var(--bg-vanilla-200);
+		border-radius: 4px;
+		display: inline-flex;
+		align-items: center;
+		margin-bottom: 8px;
+		margin-top: 8px;
+	}
+
+	.query-validation {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+		margin-bottom: 8px;
+		margin-top: 16px;
+
+		.valid,
+		.invalid {
+			display: inline-flex;
+			align-items: center;
+			padding: 4px 8px;
+			border-radius: 4px;
+			font-weight: 500;
+			font-size: 12px;
+		}
+
+		.valid {
+			background-color: rgba(39, 174, 96, 0.1);
+			color: #27ae60;
+		}
+
+		.invalid {
+			background-color: rgba(235, 87, 87, 0.1);
+			color: #eb5757;
+		}
+
+		.query-validation-status {
+			display: flex;
+			align-items: center;
+			gap: 8px;
+		}
+
+		.query-validation-errors {
+			display: flex;
+			flex-direction: column;
+			gap: 8px;
+
+			.query-validation-error {
+				display: flex;
+				flex-direction: row;
+				gap: 16px;
+
+				font-size: 12px;
+				font-family: 'Space Mono', monospace !important;
+				color: var(--bg-cherry-500);
+				padding: 8px;
+			}
+		}
+	}
+
+	.query-context {
+		padding: 12px;
+		background-color: var(--bg-ink-400);
+		border-radius: 4px;
+		border-left: 3px solid var(--bg-robin-500);
+		color: var(--bg-ink-300) !important;
+
+		.ant-card-head {
+			color: var(--bg-vanilla-300) !important;
+		}
+
+		.context-details {
+			display: flex;
+			flex-wrap: wrap;
+			gap: 12px;
+
+			p {
+				margin: 0;
+				font-size: 13px;
+
+				strong {
+					color: var(--bg-vanilla-300);
+					margin-right: 4px;
+				}
+			}
+		}
+	}
+
+	.code-mirror-card {
+		.ant-card-body {
+			padding: 8px;
+		}
+	}
+
+	.query-text-preview-title {
+		font-size: 13px;
+		color: var(--bg-vanilla-100);
+		background-color: var(--bg-robin-500);
+		padding: 2px 6px;
+		border-radius: 2px;
+		margin-right: 4px;
+	}
+
+	.query-text-preview {
+		font-family: 'Space Mono', monospace;
+		font-size: 13px;
+		color: var(--bg-vanilla-200);
+		padding: 2px 6px;
+		font-style: italic;
+	}
+
+	.query-examples-card {
+		background-color: var(--bg-ink-400);
+		border: 1px solid var(--bg-slate-200);
+
+		.ant-card-body {
+			padding: 0;
+		}
+
+		.query-examples {
+			.ant-collapse-header {
+				padding: 8px 16px !important;
+				color: var(--bg-vanilla-300) !important;
+				font-weight: 500;
+			}
+
+			.ant-collapse-content {
+				background-color: transparent !important;
+			}
+
+			.query-examples-list {
+				display: flex;
+				flex-direction: row;
+				gap: 8px;
+				flex-wrap: wrap;
+			}
+
+			.query-example-tag {
+				display: flex;
+				flex-direction: column;
+				gap: 4px;
+				padding: 8px 12px;
+				background-color: var(--bg-ink-400);
+				border: 1px solid var(--bg-slate-200);
+				border-radius: 4px;
+				cursor: pointer;
+				transition: all 0.2s ease;
+				outline: none;
+
+				&:hover {
+					background-color: var(--bg-ink-300);
+					border-color: var(--bg-robin-500);
+				}
+
+				&:focus-visible {
+					outline: 2px solid var(--bg-robin-500);
+					outline-offset: 2px;
+				}
+
+				.query-example-content {
+					display: flex;
+					align-items: center;
+					gap: 8px;
+				}
+
+				.query-example-label {
+					font-weight: 500;
+					color: var(--bg-vanilla-300);
+					font-size: 13px;
+				}
+
+				.query-example-query {
+					font-family: 'Space Mono', monospace;
+					font-size: 12px;
+					color: var(--bg-vanilla-200);
+					background-color: var(--bg-ink-300);
+					padding: 2px 6px;
+					border-radius: 2px;
+				}
+
+				.query-example-description {
+					font-size: 12px;
+					color: var(--bg-vanilla-200);
+					opacity: 0.8;
+				}
+			}
+
+			.query-example-content {
+				display: inline-flex;
+
+				cursor: pointer;
+			}
+		}
+	}
+
+	// Context indicator styles
+	.context-indicator {
+		display: flex;
+		align-items: center;
+		flex-wrap: wrap;
+		padding: 8px 12px;
+		margin-bottom: 8px;
+		border-radius: 4px;
+		font-size: 13px;
+		background-color: #f5f5f5;
+		border-left: 4px solid #1890ff;
+
+		display: none;
+
+		.triplet-info {
+			margin-left: 16px;
+			display: inline-flex;
+			align-items: center;
+			gap: 4px;
+		}
+
+		.query-pair-info {
+			display: inline-flex;
+			align-items: center;
+			gap: 4px;
+			border-left: 1px solid rgba(0, 0, 0, 0.1);
+			padding-left: 8px;
+			background-color: rgba(0, 0, 0, 0.03);
+			padding: 4px 8px;
+			border-radius: 4px;
+		}
+
+		// Color variations based on context
+		&.context-indicator-key {
+			border-left-color: #1890ff; // blue
+			background-color: rgba(24, 144, 255, 0.1);
+		}
+
+		&.context-indicator-operator {
+			border-left-color: #722ed1; // purple
+			background-color: rgba(114, 46, 209, 0.1);
+		}
+
+		&.context-indicator-value {
+			border-left-color: #52c41a; // green
+			background-color: rgba(82, 196, 26, 0.1);
+		}
+
+		&.context-indicator-conjunction {
+			border-left-color: #fa8c16; // orange
+			background-color: rgba(250, 140, 22, 0.1);
+		}
+
+		&.context-indicator-function {
+			border-left-color: #13c2c2; // cyan
+			background-color: rgba(19, 194, 194, 0.1);
+		}
+
+		&.context-indicator-parenthesis {
+			border-left-color: #eb2f96; // magenta
+			background-color: rgba(235, 47, 150, 0.1);
+		}
+	}
+}
+
+.query-status-popover {
+	.ant-popover-arrow {
+		display: none !important;
+	}
+
+	.ant-popover-content {
+		background: linear-gradient(
+			139deg,
+			rgba(18, 19, 23, 0.8) 0%,
+			rgba(18, 19, 23, 0.9) 98.68%
+		);
+		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+		backdrop-filter: blur(20px);
+
+		margin-top: -6px !important;
+	}
+}
+
+// /* Dark mode support */
+// :global(.darkMode) {
+// 	.code-mirror-where-clause {
+// 		.cm-editor {
+// 			border-color: var(--bg-slate-500);
+// 			background-color: var(--bg-ink-400);
+// 		}
+
+// 		.cursor-position {
+// 			background-color: var(--bg-ink-400);
+// 			color: var(--bg-vanilla-100);
+// 		}
+
+// 		.query-context {
+// 			background-color: var(--bg-ink-400);
+// 			color: var(--bg-vanilla-100);
+
+// 			h3 {
+// 				color: var(--bg-vanilla-100);
+// 			}
+
+// 			.context-details {
+// 				p {
+// 					strong {
+// 						color: var(--bg-vanilla-200);
+// 					}
+// 				}
+// 			}
+// 		}
+
+// 		.query-examples-card {
+// 			background-color: var(--bg-ink-400);
+// 			border-color: var(--bg-slate-500);
+
+// 			.ant-collapse-header {
+// 				color: var(--bg-vanilla-100) !important;
+// 			}
+
+// 			.query-example-tag {
+// 				background-color: var(--bg-ink-400);
+// 				border-color: var(--bg-slate-500);
+
+// 				&:hover {
+// 					background-color: var(--bg-ink-300);
+// 					border-color: var(--bg-robin-500);
+// 				}
+
+// 				.query-example-label {
+// 					color: var(--bg-vanilla-100);
+// 				}
+
+// 				.query-example-query {
+// 					color: var(--bg-vanilla-100);
+// 					background-color: var(--bg-ink-300);
+// 				}
+
+// 				.query-example-description {
+// 					color: var(--bg-vanilla-100);
+// 				}
+// 			}
+// 		}
+
+// 		.context-indicator {
+// 			background-color: var(--bg-ink-300);
+// 			color: var(--bg-vanilla-100);
+
+// 			.query-pair-info {
+// 				border-left: 1px solid rgba(255, 255, 255, 0.1);
+// 				background-color: rgba(255, 255, 255, 0.05);
+// 			}
+// 		}
+// 	}
+// }
+
+.lightMode {
+	.code-mirror-where-clause {
+		.query-where-clause-editor-container {
+			.query-status-container {
+				background-color: var(--bg-vanilla-100) !important;
+				border: 1px solid var(--bg-vanilla-300);
+
+				&.hasErrors {
+					border-color: var(--bg-cherry-500);
+				}
+			}
+		}
+
+		.query-where-clause-editor {
+			&.hasErrors {
+				.cm-editor {
+					.cm-content {
+						border-color: var(--bg-cherry-500);
+						border-top-right-radius: 0px !important;
+						border-bottom-right-radius: 0px !important;
+					}
+				}
+			}
+		}
+
+		.cm-editor {
+			&:focus-within {
+				border-color: var(--bg-robin-500);
+			}
+
+			&.cm-focused {
+				outline: 1px solid var(--bg-vanilla-300);
+			}
+
+			.cm-content {
+				border-radius: 2px;
+				border: 1px solid var(--bg-vanilla-300);
+				padding: 0px !important;
+				background-color: var(--bg-vanilla-100) !important;
+
+				&:focus-within {
+					border-color: var(--bg-vanilla-200);
+				}
+			}
+
+			.cm-tooltip-autocomplete {
+				background: var(--bg-vanilla-100) !important;
+				border: 1px solid var(--bg-vanilla-300);
+				backdrop-filter: blur(20px);
+				box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1) !important;
+
+				ul {
+					li {
+						background-color: var(--bg-vanilla-100) !important;
+						color: var(--bg-ink-300) !important;
+
+						&:hover,
+						&[aria-selected='true'] {
+							background-color: var(--bg-vanilla-300) !important;
+							font-weight: 600 !important;
+						}
+					}
+				}
+			}
+
+			.cm-line {
+				background-color: var(--bg-vanilla-100) !important;
+
+				::-moz-selection {
+					background: #b3d4fc !important;
+				}
+
+				::selection {
+					background: #b3d4fc !important;
+				}
+			}
+
+			.cm-selectionBackground {
+				background: #b3d4fc !important;
+			}
+		}
+
+		.cursor-position {
+			color: var(--bg-vanilla-200);
+			background-color: var(--bg-vanilla-100);
+		}
+
+		.query-context {
+			background-color: var(--bg-vanilla-100);
+			border-left: 3px solid var(--bg-vanilla-300);
+			color: var(--bg-vanilla-300) !important;
+
+			.ant-card-head {
+				color: var(--bg-ink-300) !important;
+			}
+
+			.context-details {
+				p {
+					strong {
+						color: var(--bg-ink-300);
+					}
+				}
+			}
+		}
+
+		.query-examples-card {
+			background-color: var(--bg-vanilla-100);
+			border: 1px solid var(--bg-vanilla-300);
+
+			.query-examples {
+				.ant-collapse-header {
+					color: var(--bg-ink-300) !important;
+				}
+
+				.query-example-tag {
+					background-color: var(--bg-vanilla-100);
+					border: 1px solid var(--bg-vanilla-300);
+
+					&:hover {
+						background-color: var(--bg-vanilla-200);
+						border-color: var(--bg-vanilla-300);
+					}
+
+					.query-example-label {
+						color: var(--bg-ink-300);
+					}
+
+					.query-example-query {
+						color: var(--bg-ink-300);
+						background-color: var(--bg-vanilla-100);
+					}
+
+					.query-example-description {
+						color: var(--bg-ink-300);
+					}
+				}
+			}
+		}
+
+		.context-indicator {
+			background-color: var(--bg-vanilla-100);
+			border-left: 4px solid var(--bg-vanilla-300);
+
+			display: none;
+
+			.query-pair-info {
+				border-left: 1px solid rgba(255, 255, 255, 0.1);
+				background-color: rgba(255, 255, 255, 0.03);
+			}
+
+			// Color variations based on context
+			&.context-indicator-key {
+				border-left-color: #1890ff; // blue
+				background-color: rgba(24, 144, 255, 0.1);
+			}
+
+			&.context-indicator-operator {
+				border-left-color: #722ed1; // purple
+				background-color: rgba(114, 46, 209, 0.1);
+			}
+
+			&.context-indicator-value {
+				border-left-color: #52c41a; // green
+				background-color: rgba(82, 196, 26, 0.1);
+			}
+
+			&.context-indicator-conjunction {
+				border-left-color: #fa8c16; // orange
+				background-color: rgba(250, 140, 22, 0.1);
+			}
+
+			&.context-indicator-function {
+				border-left-color: #13c2c2; // cyan
+				background-color: rgba(19, 194, 194, 0.1);
+			}
+
+			&.context-indicator-parenthesis {
+				border-left-color: #eb2f96; // magenta
+				background-color: rgba(235, 47, 150, 0.1);
+			}
+		}
+	}
+
+	.query-status-popover {
+		.ant-popover-content {
+			background: var(--bg-vanilla-100);
+			box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
+		}
+	}
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts
@@ -0,0 +1,79 @@
+export const queryExamples = [
+	{
+		label: 'Basic Query',
+		query: "status = 'error'",
+		description: 'Find all errors',
+	},
+	{
+		label: 'Multiple Conditions',
+		query: "status = 'error' AND service = 'frontend'",
+		description: 'Find errors from frontend service',
+	},
+	{
+		label: 'IN Operator',
+		query: "status IN ['error', 'warning']",
+		description: 'Find items with specific statuses',
+	},
+	{
+		label: 'Function Usage',
+		query: "HAS(service, 'frontend')",
+		description: 'Use HAS function',
+	},
+	{
+		label: 'Numeric Comparison',
+		query: 'duration > 1000',
+		description: 'Find items with duration greater than 1000ms',
+	},
+	{
+		label: 'Range Query',
+		query: 'duration BETWEEN 100 AND 1000',
+		description: 'Find items with duration between 100ms and 1000ms',
+	},
+	{
+		label: 'Pattern Matching',
+		query: "service LIKE 'front%'",
+		description: 'Find services starting with "front"',
+	},
+	{
+		label: 'Complex Conditions',
+		query: "(status = 'error' OR status = 'warning') AND service = 'frontend'",
+		description: 'Find errors or warnings from frontend service',
+	},
+	{
+		label: 'Multiple Functions',
+		query: "HAS(service, 'frontend') AND HAS(status, 'error')",
+		description: 'Use multiple HAS functions',
+	},
+	{
+		label: 'NOT Operator',
+		query: "NOT status = 'success'",
+		description: 'Find items that are not successful',
+	},
+	{
+		label: 'Array Contains',
+		query: "tags CONTAINS 'production'",
+		description: 'Find items with production tag',
+	},
+	{
+		label: 'Regex Pattern',
+		query: "service REGEXP '^prod-.*'",
+		description: 'Find services matching regex pattern',
+	},
+	{
+		label: 'Null Check',
+		query: 'error IS NULL',
+		description: 'Find items without errors',
+	},
+	{
+		label: 'Multiple Attributes',
+		query:
+			"service = 'frontend' AND environment = 'production' AND status = 'error'",
+		description: 'Find production frontend errors',
+	},
+	{
+		label: 'Nested Conditions',
+		query:
+			"(service = 'frontend' OR service = 'backend') AND (status = 'error' OR status = 'warning')",
+		description: 'Find errors or warnings from frontend or backend',
+	},
+];
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryV2.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryV2.tsx
@@ -0,0 +1,243 @@
+import { Dropdown } from 'antd';
+import cx from 'classnames';
+import { ENTITY_VERSION_V4, ENTITY_VERSION_V5 } from 'constants/app';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import QBEntityOptions from 'container/QueryBuilder/components/QBEntityOptions/QBEntityOptions';
+import { QueryProps } from 'container/QueryBuilder/components/Query/Query.interfaces';
+import SpanScopeSelector from 'container/QueryBuilder/filters/QueryBuilderSearchV2/SpanScopeSelector';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
+import { Copy, Ellipsis, Trash } from 'lucide-react';
+import { memo, useCallback, useMemo, useState } from 'react';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import { HandleChangeQueryDataV5 } from 'types/common/operations.types';
+import { DataSource } from 'types/common/queryBuilder';
+
+import MetricsAggregateSection from './MerticsAggregateSection/MetricsAggregateSection';
+import { MetricsSelect } from './MetricsSelect/MetricsSelect';
+import QueryAddOns from './QueryAddOns/QueryAddOns';
+import QueryAggregation from './QueryAggregation/QueryAggregation';
+import QuerySearch from './QuerySearch/QuerySearch';
+
+export const QueryV2 = memo(function QueryV2({
+	ref,
+	index,
+	queryVariant,
+	query,
+	filterConfigs,
+	isListViewPanel = false,
+	version,
+	showOnlyWhereClause = false,
+	signalSource = '',
+}: QueryProps & { ref: React.RefObject<HTMLDivElement> }): JSX.Element {
+	const { cloneQuery, panelType } = useQueryBuilder();
+
+	const showFunctions = query?.functions?.length > 0;
+	const { dataSource } = query;
+
+	const [isCollapsed, setIsCollapsed] = useState(false);
+
+	const {
+		handleChangeQueryData,
+		handleDeleteQuery,
+		handleQueryFunctionsUpdates,
+		handleChangeDataSource,
+	} = useQueryOperations({
+		index,
+		query,
+		filterConfigs,
+		isListViewPanel,
+		entityVersion: version,
+	});
+
+	const handleToggleDisableQuery = useCallback(() => {
+		handleChangeQueryData('disabled', !query.disabled);
+	}, [handleChangeQueryData, query]);
+
+	const handleToggleCollapsQuery = (): void => {
+		setIsCollapsed(!isCollapsed);
+	};
+
+	const handleCloneEntity = (): void => {
+		cloneQuery('query', query);
+	};
+
+	const showReduceTo = useMemo(
+		() =>
+			dataSource === DataSource.METRICS &&
+			(panelType === PANEL_TYPES.TABLE ||
+				panelType === PANEL_TYPES.PIE ||
+				panelType === PANEL_TYPES.VALUE),
+		[dataSource, panelType],
+	);
+
+	const showSpanScopeSelector = useMemo(() => dataSource === DataSource.TRACES, [
+		dataSource,
+	]);
+
+	const handleChangeAggregateEvery = useCallback(
+		(value: IBuilderQuery['stepInterval']) => {
+			handleChangeQueryData('stepInterval', value);
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleSearchChange = useCallback(
+		(value: string) => {
+			(handleChangeQueryData as HandleChangeQueryDataV5)('filter', {
+				expression: value,
+			});
+		},
+		[handleChangeQueryData],
+	);
+
+	const handleChangeAggregation = useCallback(
+		(value: string) => {
+			(handleChangeQueryData as HandleChangeQueryDataV5)('aggregations', [
+				{
+					expression: value,
+				},
+			]);
+		},
+		[handleChangeQueryData],
+	);
+
+	return (
+		<div
+			className={cx('query-v2', { 'where-clause-view': showOnlyWhereClause })}
+			ref={ref}
+		>
+			<div className="qb-content-section">
+				{!showOnlyWhereClause && (
+					<div className="qb-header-container">
+						<div className="query-actions-container">
+							<div className="query-actions-left-container">
+								<QBEntityOptions
+									isMetricsDataSource={dataSource === DataSource.METRICS}
+									showFunctions={
+										(version && version === ENTITY_VERSION_V4) ||
+										query.dataSource === DataSource.LOGS ||
+										query.dataSource === DataSource.METRICS ||
+										showFunctions ||
+										false
+									}
+									isCollapsed={isCollapsed}
+									entityType="query"
+									entityData={query}
+									onToggleVisibility={handleToggleDisableQuery}
+									onDelete={handleDeleteQuery}
+									onCloneQuery={cloneQuery}
+									onCollapseEntity={handleToggleCollapsQuery}
+									query={query}
+									onQueryFunctionsUpdates={handleQueryFunctionsUpdates}
+									showDeleteButton={false}
+									showCloneOption={false}
+									isListViewPanel={isListViewPanel}
+									index={index}
+									queryVariant={queryVariant}
+									onChangeDataSource={handleChangeDataSource}
+								/>
+							</div>
+
+							{!isListViewPanel && (
+								<Dropdown
+									className="query-actions-dropdown"
+									menu={{
+										items: [
+											{
+												label: 'Clone',
+												key: 'clone-query',
+												icon: <Copy size={14} />,
+												onClick: handleCloneEntity,
+											},
+											{
+												label: 'Delete',
+												key: 'delete-query',
+												icon: <Trash size={14} />,
+												onClick: handleDeleteQuery,
+											},
+										],
+									}}
+									placement="bottomRight"
+								>
+									<Ellipsis size={16} />
+								</Dropdown>
+							)}
+						</div>
+					</div>
+				)}
+
+				{!isCollapsed && (
+					<div className="qb-elements-container">
+						<div className="qb-search-container">
+							{dataSource === DataSource.METRICS && (
+								<div className="metrics-select-container">
+									<MetricsSelect
+										query={query}
+										index={index}
+										version={ENTITY_VERSION_V5}
+										signalSource={signalSource as 'meter' | ''}
+									/>
+								</div>
+							)}
+
+							<div className="qb-search-filter-container">
+								<div className="query-search-container">
+									<QuerySearch
+										key={`query-search-${query.queryName}-${query.dataSource}`}
+										onChange={handleSearchChange}
+										queryData={query}
+										dataSource={dataSource}
+										signalSource={signalSource}
+									/>
+								</div>
+
+								{showSpanScopeSelector && (
+									<div className="traces-search-filter-container">
+										<div className="traces-search-filter-in">in</div>
+										<SpanScopeSelector query={query} />
+									</div>
+								)}
+							</div>
+						</div>
+
+						{!showOnlyWhereClause &&
+							!isListViewPanel &&
+							dataSource !== DataSource.METRICS && (
+								<QueryAggregation
+									dataSource={dataSource}
+									key={`query-search-${query.queryName}-${query.dataSource}`}
+									panelType={panelType || undefined}
+									onAggregationIntervalChange={handleChangeAggregateEvery}
+									onChange={handleChangeAggregation}
+									queryData={query}
+								/>
+							)}
+
+						{!showOnlyWhereClause && dataSource === DataSource.METRICS && (
+							<MetricsAggregateSection
+								panelType={panelType}
+								query={query}
+								index={index}
+								key={`metrics-aggregate-section-${query.queryName}-${query.dataSource}`}
+								version="v4"
+								signalSource={signalSource as 'meter' | ''}
+							/>
+						)}
+
+						{!showOnlyWhereClause && (
+							<QueryAddOns
+								index={index}
+								query={query}
+								version="v3"
+								isListViewPanel={isListViewPanel}
+								showReduceTo={showReduceTo}
+								panelType={panelType}
+							/>
+						)}
+					</div>
+				)}
+			</div>
+		</div>
+	);
+});
--- a/frontend/src/components/QueryBuilderV2/tests/utils.test.ts
+++ b/frontend/src/components/QueryBuilderV2/tests/utils.test.ts
@@ -0,0 +1,536 @@
+/* eslint-disable sonarjs/no-duplicate-string */
+import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
+
+import { convertFiltersToExpression } from '../utils';
+
+describe('convertFiltersToExpression', () => {
+	it('should handle empty, null, and undefined inputs', () => {
+		// Test null and undefined
+		expect(convertFiltersToExpression(null as any)).toEqual({ expression: '' });
+		expect(convertFiltersToExpression(undefined as any)).toEqual({
+			expression: '',
+		});
+
+		// Test empty filters
+		expect(convertFiltersToExpression({ items: [], op: 'AND' })).toEqual({
+			expression: '',
+		});
+		expect(
+			convertFiltersToExpression({ items: undefined, op: 'AND' } as any),
+		).toEqual({ expression: '' });
+	});
+
+	it('should convert basic comparison operators with proper value formatting', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'service', type: 'string' },
+					op: '=',
+					value: 'api-gateway',
+				},
+				{
+					id: '2',
+					key: { key: 'status', type: 'string' },
+					op: '!=',
+					value: 'error',
+				},
+				{
+					id: '3',
+					key: { key: 'duration', type: 'number' },
+					op: '>',
+					value: 100,
+				},
+				{
+					id: '4',
+					key: { key: 'count', type: 'number' },
+					op: '<=',
+					value: 50,
+				},
+				{
+					id: '5',
+					key: { key: 'is_active', type: 'boolean' },
+					op: '=',
+					value: true,
+				},
+				{
+					id: '6',
+					key: { key: 'enabled', type: 'boolean' },
+					op: '=',
+					value: false,
+				},
+				{
+					id: '7',
+					key: { key: 'count', type: 'number' },
+					op: '=',
+					value: 0,
+				},
+				{
+					id: '7',
+					key: { key: 'regex', type: 'string' },
+					op: 'regex',
+					value: '.*',
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"service = 'api-gateway' AND status != 'error' AND duration > 100 AND count <= 50 AND is_active = true AND enabled = false AND count = 0 AND regex REGEXP '.*'",
+		});
+	});
+
+	it('should handle string value formatting and escaping', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'message', type: 'string' },
+					op: '=',
+					value: "user's data",
+				},
+				{
+					id: '2',
+					key: { key: 'description', type: 'string' },
+					op: '=',
+					value: '',
+				},
+				{
+					id: '3',
+					key: { key: 'path', type: 'string' },
+					op: '=',
+					value: '/api/v1/users',
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"message = 'user\\'s data' AND description = '' AND path = '/api/v1/users'",
+		});
+	});
+
+	it('should handle IN operator with various value types and array formatting', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'service', type: 'string' },
+					op: 'IN',
+					value: ['api-gateway', 'user-service', 'auth-service'],
+				},
+				{
+					id: '2',
+					key: { key: 'status', type: 'string' },
+					op: 'IN',
+					value: 'success', // Single value should be converted to array
+				},
+				{
+					id: '3',
+					key: { key: 'tags', type: 'string' },
+					op: 'IN',
+					value: [], // Empty array
+				},
+				{
+					id: '4',
+					key: { key: 'name', type: 'string' },
+					op: 'IN',
+					value: ["John's", "Mary's", 'Bob'], // Values with quotes
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"service in ['api-gateway', 'user-service', 'auth-service'] AND status in ['success'] AND tags in [] AND name in ['John\\'s', 'Mary\\'s', 'Bob']",
+		});
+	});
+
+	it('should convert deprecated operators to their modern equivalents', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'service', type: 'string' },
+					op: 'nin',
+					value: ['api-gateway', 'user-service'],
+				},
+				{
+					id: '2',
+					key: { key: 'message', type: 'string' },
+					op: 'nlike',
+					value: 'error',
+				},
+				{
+					id: '3',
+					key: { key: 'path', type: 'string' },
+					op: 'nregex',
+					value: '/api/.*',
+				},
+				{
+					id: '4',
+					key: { key: 'service', type: 'string' },
+					op: 'NIN', // Test case insensitivity
+					value: ['api-gateway'],
+				},
+				{
+					id: '5',
+					key: { key: 'user_id', type: 'string' },
+					op: 'nexists',
+					value: '',
+				},
+				{
+					id: '6',
+					key: { key: 'description', type: 'string' },
+					op: 'ncontains',
+					value: 'error',
+				},
+				{
+					id: '7',
+					key: { key: 'tags', type: 'string' },
+					op: 'nhas',
+					value: 'production',
+				},
+				{
+					id: '8',
+					key: { key: 'labels', type: 'string' },
+					op: 'nhasany',
+					value: ['env:prod', 'service:api'],
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"service NOT IN ['api-gateway', 'user-service'] AND message NOT LIKE 'error' AND path NOT REGEXP '/api/.*' AND service NOT IN ['api-gateway'] AND user_id NOT EXISTS AND description NOT CONTAINS 'error' AND NOT has(tags, 'production') AND NOT hasAny(labels, ['env:prod', 'service:api'])",
+		});
+	});
+
+	it('should handle non-value operators and function operators', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'user_id', type: 'string' },
+					op: 'EXISTS',
+					value: '', // Value should be ignored for EXISTS
+				},
+				{
+					id: '2',
+					key: { key: 'user_id', type: 'string' },
+					op: 'EXISTS',
+					value: 'some-value', // Value should be ignored for EXISTS
+				},
+				{
+					id: '3',
+					key: { key: 'tags', type: 'string' },
+					op: 'has',
+					value: 'production',
+				},
+				{
+					id: '4',
+					key: { key: 'tags', type: 'string' },
+					op: 'hasAny',
+					value: ['production', 'staging'],
+				},
+				{
+					id: '5',
+					key: { key: 'tags', type: 'string' },
+					op: 'hasAll',
+					value: ['production', 'monitoring'],
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"user_id exists AND user_id exists AND has(tags, 'production') AND hasAny(tags, ['production', 'staging']) AND hasAll(tags, ['production', 'monitoring'])",
+		});
+	});
+
+	it('should filter out invalid filters and handle edge cases', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'service', type: 'string' },
+					op: '=',
+					value: 'api-gateway',
+				},
+				{
+					id: '2',
+					key: undefined, // Invalid filter - should be skipped
+					op: '=',
+					value: 'error',
+				},
+				{
+					id: '3',
+					key: { key: '', type: 'string' }, // Invalid filter with empty key - should be skipped
+					op: '=',
+					value: 'test',
+				},
+				{
+					id: '4',
+					key: { key: 'status', type: 'string' },
+					op: ' = ', // Test whitespace handling
+					value: 'success',
+				},
+				{
+					id: '5',
+					key: { key: 'service', type: 'string' },
+					op: 'In', // Test mixed case handling
+					value: ['api-gateway'],
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"service = 'api-gateway' AND status = 'success' AND service in ['api-gateway']",
+		});
+	});
+
+	it('should handle complex mixed operator scenarios with proper joining', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'service', type: 'string' },
+					op: 'IN',
+					value: ['api-gateway', 'user-service'],
+				},
+				{
+					id: '2',
+					key: { key: 'user_id', type: 'string' },
+					op: 'EXISTS',
+					value: '',
+				},
+				{
+					id: '3',
+					key: { key: 'tags', type: 'string' },
+					op: 'has',
+					value: 'production',
+				},
+				{
+					id: '4',
+					key: { key: 'duration', type: 'number' },
+					op: '>',
+					value: 100,
+				},
+				{
+					id: '5',
+					key: { key: 'status', type: 'string' },
+					op: 'nin',
+					value: ['error', 'timeout'],
+				},
+				{
+					id: '6',
+					key: { key: 'method', type: 'string' },
+					op: '=',
+					value: 'POST',
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"service in ['api-gateway', 'user-service'] AND user_id exists AND has(tags, 'production') AND duration > 100 AND status NOT IN ['error', 'timeout'] AND method = 'POST'",
+		});
+	});
+
+	it('should handle all numeric comparison operators and edge cases', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'count', type: 'number' },
+					op: '=',
+					value: 0,
+				},
+				{
+					id: '2',
+					key: { key: 'score', type: 'number' },
+					op: '>',
+					value: 100,
+				},
+				{
+					id: '3',
+					key: { key: 'limit', type: 'number' },
+					op: '>=',
+					value: 50,
+				},
+				{
+					id: '4',
+					key: { key: 'threshold', type: 'number' },
+					op: '<',
+					value: 1000,
+				},
+				{
+					id: '5',
+					key: { key: 'max_value', type: 'number' },
+					op: '<=',
+					value: 999,
+				},
+				{
+					id: '6',
+					key: { key: 'values', type: 'string' },
+					op: 'IN',
+					value: ['1', '2', '3', '4', '5'],
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"count = 0 AND score > 100 AND limit >= 50 AND threshold < 1000 AND max_value <= 999 AND values in ['1', '2', '3', '4', '5']",
+		});
+	});
+
+	it('should handle boolean values and string comparisons with special characters', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'is_active', type: 'boolean' },
+					op: '=',
+					value: true,
+				},
+				{
+					id: '2',
+					key: { key: 'is_deleted', type: 'boolean' },
+					op: '=',
+					value: false,
+				},
+				{
+					id: '3',
+					key: { key: 'email', type: 'string' },
+					op: '=',
+					value: 'user@example.com',
+				},
+				{
+					id: '4',
+					key: { key: 'description', type: 'string' },
+					op: '=',
+					value: 'Contains "quotes" and \'apostrophes\'',
+				},
+				{
+					id: '5',
+					key: { key: 'path', type: 'string' },
+					op: '=',
+					value: '/api/v1/users/123?filter=true',
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"is_active = true AND is_deleted = false AND email = 'user@example.com' AND description = 'Contains \"quotes\" and \\'apostrophes\\'' AND path = '/api/v1/users/123?filter=true'",
+		});
+	});
+
+	it('should handle all function operators and complex array scenarios', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'tags', type: 'string' },
+					op: 'has',
+					value: 'production',
+				},
+				{
+					id: '2',
+					key: { key: 'labels', type: 'string' },
+					op: 'hasAny',
+					value: ['env:prod', 'service:api'],
+				},
+				{
+					id: '3',
+					key: { key: 'metadata', type: 'string' },
+					op: 'hasAll',
+					value: ['version:1.0', 'team:backend'],
+				},
+				{
+					id: '4',
+					key: { key: 'services', type: 'string' },
+					op: 'IN',
+					value: ['api-gateway', 'user-service', 'auth-service', 'payment-service'],
+				},
+				{
+					id: '5',
+					key: { key: 'excluded_services', type: 'string' },
+					op: 'nin',
+					value: ['legacy-service', 'deprecated-service'],
+				},
+				{
+					id: '6',
+					key: { key: 'status_codes', type: 'string' },
+					op: 'IN',
+					value: ['200', '201', '400', '500'],
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"has(tags, 'production') AND hasAny(labels, ['env:prod', 'service:api']) AND hasAll(metadata, ['version:1.0', 'team:backend']) AND services in ['api-gateway', 'user-service', 'auth-service', 'payment-service'] AND excluded_services NOT IN ['legacy-service', 'deprecated-service'] AND status_codes in ['200', '201', '400', '500']",
+		});
+	});
+
+	it('should handle specific deprecated operators: nhas, ncontains, nexists', () => {
+		const filters: TagFilter = {
+			items: [
+				{
+					id: '1',
+					key: { key: 'user_id', type: 'string' },
+					op: 'nexists',
+					value: '',
+				},
+				{
+					id: '2',
+					key: { key: 'description', type: 'string' },
+					op: 'ncontains',
+					value: 'error',
+				},
+				{
+					id: '3',
+					key: { key: 'tags', type: 'string' },
+					op: 'nhas',
+					value: 'production',
+				},
+				{
+					id: '4',
+					key: { key: 'labels', type: 'string' },
+					op: 'nhasany',
+					value: ['env:prod', 'service:api'],
+				},
+			],
+			op: 'AND',
+		};
+
+		const result = convertFiltersToExpression(filters);
+		expect(result).toEqual({
+			expression:
+				"user_id NOT EXISTS AND description NOT CONTAINS 'error' AND NOT has(tags, 'production') AND NOT hasAny(labels, ['env:prod', 'service:api'])",
+		});
+	});
+});
--- a/frontend/src/components/QueryBuilderV2/utils.ts
+++ b/frontend/src/components/QueryBuilderV2/utils.ts
@@ -0,0 +1,688 @@
+/* eslint-disable sonarjs/cognitive-complexity */
+import { createAggregation } from 'api/v5/queryRange/prepareQueryRangePayloadV5';
+import {
+	DEPRECATED_OPERATORS_MAP,
+	OPERATORS,
+	QUERY_BUILDER_FUNCTIONS,
+} from 'constants/antlrQueryConstants';
+import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
+import { cloneDeep } from 'lodash-es';
+import { IQueryPair } from 'types/antlrQueryTypes';
+import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import {
+	Having,
+	IBuilderQuery,
+	Query,
+	TagFilter,
+	TagFilterItem,
+} from 'types/api/queryBuilder/queryBuilderData';
+import {
+	LogAggregation,
+	MetricAggregation,
+	TraceAggregation,
+} from 'types/api/v5/queryRange';
+import { EQueryType } from 'types/common/dashboard';
+import { DataSource } from 'types/common/queryBuilder';
+import { extractQueryPairs } from 'utils/queryContextUtils';
+import { unquote } from 'utils/stringUtils';
+import { isFunctionOperator, isNonValueOperator } from 'utils/tokenUtils';
+import { v4 as uuid } from 'uuid';
+
+/**
+ * Check if an operator requires array values (like IN, NOT IN)
+ * @param operator - The operator to check
+ * @returns True if the operator requires array values
+ */
+const isArrayOperator = (operator: string): boolean => {
+	const arrayOperators = ['in', 'not in', 'IN', 'NOT IN'];
+	return arrayOperators.includes(operator);
+};
+
+/**
+ * Format a value for the expression string
+ * @param value - The value to format
+ * @param operator - The operator being used (to determine if array is needed)
+ * @returns Formatted value string
+ */
+const formatValueForExpression = (
+	value: string[] | string | number | boolean,
+	operator?: string,
+): string => {
+	// For IN operators, ensure value is always an array
+	if (isArrayOperator(operator || '')) {
+		const arrayValue = Array.isArray(value) ? value : [value];
+		return `[${arrayValue
+			.map((v) =>
+				typeof v === 'string' ? `'${v.replace(/'/g, "\\'")}'` : String(v),
+			)
+			.join(', ')}]`;
+	}
+
+	if (Array.isArray(value)) {
+		// Handle array values (e.g., for IN operations)
+		return `[${value
+			.map((v) =>
+				typeof v === 'string' ? `'${v.replace(/'/g, "\\'")}'` : String(v),
+			)
+			.join(', ')}]`;
+	}
+
+	if (typeof value === 'string') {
+		// Add single quotes around all string values and escape internal single quotes
+		return `'${value.replace(/'/g, "\\'")}'`;
+	}
+
+	return String(value);
+};
+
+export const convertFiltersToExpression = (
+	filters: TagFilter,
+): { expression: string } => {
+	if (!filters?.items || filters.items.length === 0) {
+		return { expression: '' };
+	}
+
+	const expressions = filters.items
+		.map((filter) => {
+			const { key, op, value } = filter;
+
+			// Skip if key is not defined
+			if (!key?.key) {
+				return '';
+			}
+
+			let operator = op.trim().toLowerCase();
+			if (Object.keys(DEPRECATED_OPERATORS_MAP).includes(operator)) {
+				operator =
+					DEPRECATED_OPERATORS_MAP[
+						operator as keyof typeof DEPRECATED_OPERATORS_MAP
+					];
+			}
+
+			if (isNonValueOperator(operator)) {
+				return `${key.key} ${operator}`;
+			}
+
+			if (isFunctionOperator(operator)) {
+				// Get the proper function name from QUERY_BUILDER_FUNCTIONS
+				const functionOperators = Object.values(QUERY_BUILDER_FUNCTIONS);
+				const properFunctionName =
+					functionOperators.find(
+						(func: string) => func.toLowerCase() === operator.toLowerCase(),
+					) || operator;
+
+				const formattedValue = formatValueForExpression(value, operator);
+				return `${properFunctionName}(${key.key}, ${formattedValue})`;
+			}
+
+			const formattedValue = formatValueForExpression(value, operator);
+			return `${key.key} ${operator} ${formattedValue}`;
+		})
+		.filter((expression) => expression !== ''); // Remove empty expressions
+
+	return {
+		expression: expressions.join(' AND '),
+	};
+};
+
+const formatValuesForFilter = (value: string | string[]): string | string[] => {
+	if (Array.isArray(value)) {
+		return value.map((v) => (typeof v === 'string' ? unquote(v) : String(v)));
+	}
+	if (typeof value === 'string') {
+		return unquote(value);
+	}
+	return String(value);
+};
+
+export const convertExpressionToFilters = (
+	expression: string,
+): TagFilterItem[] => {
+	if (!expression) return [];
+
+	const queryPairs = extractQueryPairs(expression);
+	const filters: TagFilterItem[] = [];
+
+	queryPairs.forEach((pair) => {
+		const operator = pair.hasNegation
+			? getOperatorValue(`NOT_${pair.operator}`.toUpperCase())
+			: getOperatorValue(pair.operator.toUpperCase());
+		filters.push({
+			id: uuid(),
+			op: operator,
+			key: {
+				id: pair.key,
+				key: pair.key,
+				type: '',
+			},
+			value: pair.isMultiValue
+				? formatValuesForFilter(pair.valueList as string[]) ?? []
+				: formatValuesForFilter(pair.value as string) ?? '',
+		});
+	});
+
+	return filters;
+};
+
+export const convertFiltersToExpressionWithExistingQuery = (
+	filters: TagFilter,
+	existingQuery: string | undefined,
+): { filters: TagFilter; filter: { expression: string } } => {
+	// Check for deprecated operators and replace them with new operators
+	const updatedFilters = cloneDeep(filters);
+
+	// Replace deprecated operators in filter items
+	if (updatedFilters?.items) {
+		updatedFilters.items = updatedFilters.items.map((item) => {
+			const opLower = item.op?.toLowerCase();
+			if (Object.keys(DEPRECATED_OPERATORS_MAP).includes(opLower)) {
+				return {
+					...item,
+					op: DEPRECATED_OPERATORS_MAP[
+						opLower as keyof typeof DEPRECATED_OPERATORS_MAP
+					].toLowerCase(),
+				};
+			}
+			return item;
+		});
+	}
+
+	if (!existingQuery) {
+		// If no existing query, return filters with a newly generated expression
+		return {
+			filters: updatedFilters,
+			filter: convertFiltersToExpression(updatedFilters),
+		};
+	}
+
+	// Extract query pairs from the existing query
+	const queryPairs = extractQueryPairs(existingQuery.trim());
+	let queryPairsMap: Map<string, IQueryPair> = new Map();
+	const nonExistingFilters: TagFilterItem[] = [];
+	let modifiedQuery = existingQuery; // We'll modify this query as we proceed
+	const visitedPairs: Set<string> = new Set(); // Set to track visited query pairs
+
+	// Map extracted query pairs to key-specific pair information for faster access
+	if (queryPairs.length > 0) {
+		queryPairsMap = new Map(
+			queryPairs.map((pair) => {
+				const key = pair.hasNegation
+					? `${pair.key}-not ${pair.operator}`.trim().toLowerCase()
+					: `${pair.key}-${pair.operator}`.trim().toLowerCase();
+				return [key, pair];
+			}),
+		);
+	}
+
+	filters?.items?.forEach((filter) => {
+		const { key, op, value } = filter;
+
+		// Skip invalid filters with no key
+		if (!key) return;
+
+		let shouldAddToNonExisting = true; // Flag to decide if the filter should be added to non-existing filters
+		const sanitizedOperator = op.trim().toUpperCase();
+
+		// Check if the operator is IN or NOT IN
+		if (
+			[OPERATORS.IN, `${OPERATORS.NOT} ${OPERATORS.IN}`].includes(
+				sanitizedOperator,
+			)
+		) {
+			const existingPair = queryPairsMap.get(
+				`${key.key}-${op}`.trim().toLowerCase(),
+			);
+			const formattedValue = formatValueForExpression(value, op);
+
+			// If a matching query pair exists, modify the query
+			if (
+				existingPair &&
+				existingPair.position?.valueStart &&
+				existingPair.position?.valueEnd
+			) {
+				visitedPairs.add(`${key.key}-${op}`.trim().toLowerCase());
+				modifiedQuery =
+					modifiedQuery.slice(0, existingPair.position.valueStart) +
+					formattedValue +
+					modifiedQuery.slice(existingPair.position.valueEnd + 1);
+				return;
+			}
+
+			// Handle the different cases for IN operator
+			switch (sanitizedOperator) {
+				case OPERATORS.IN:
+					// If there's a NOT IN or equal operator, merge the filter
+					if (
+						queryPairsMap.has(
+							`${key.key}-${OPERATORS.NOT} ${op}`.trim().toLowerCase(),
+						)
+					) {
+						const notInPair = queryPairsMap.get(
+							`${key.key}-${OPERATORS.NOT} ${op}`.trim().toLowerCase(),
+						);
+						visitedPairs.add(
+							`${key.key}-${OPERATORS.NOT} ${op}`.trim().toLowerCase(),
+						);
+						if (notInPair?.position?.valueEnd) {
+							modifiedQuery = `${modifiedQuery.slice(
+								0,
+								notInPair.position.negationStart,
+							)}${OPERATORS.IN} ${formattedValue} ${modifiedQuery.slice(
+								notInPair.position.valueEnd + 1,
+							)}`;
+						}
+						shouldAddToNonExisting = false; // Don't add this to non-existing filters
+					} else if (
+						queryPairsMap.has(`${key.key}-${OPERATORS['=']}`.trim().toLowerCase())
+					) {
+						const equalsPair = queryPairsMap.get(
+							`${key.key}-${OPERATORS['=']}`.trim().toLowerCase(),
+						);
+						visitedPairs.add(`${key.key}-${OPERATORS['=']}`.trim().toLowerCase());
+						if (equalsPair?.position?.valueEnd) {
+							modifiedQuery = `${modifiedQuery.slice(
+								0,
+								equalsPair.position.operatorStart,
+							)}${OPERATORS.IN} ${formattedValue} ${modifiedQuery.slice(
+								equalsPair.position.valueEnd + 1,
+							)}`;
+						}
+						shouldAddToNonExisting = false; // Don't add this to non-existing filters
+					} else if (
+						queryPairsMap.has(`${key.key}-${OPERATORS['!=']}`.trim().toLowerCase())
+					) {
+						const notEqualsPair = queryPairsMap.get(
+							`${key.key}-${OPERATORS['!=']}`.trim().toLowerCase(),
+						);
+						visitedPairs.add(`${key.key}-${OPERATORS['!=']}`.trim().toLowerCase());
+						if (notEqualsPair?.position?.valueEnd) {
+							modifiedQuery = `${modifiedQuery.slice(
+								0,
+								notEqualsPair.position.operatorStart,
+							)}${OPERATORS.IN} ${formattedValue} ${modifiedQuery.slice(
+								notEqualsPair.position.valueEnd + 1,
+							)}`;
+						}
+						shouldAddToNonExisting = false; // Don't add this to non-existing filters
+					}
+					break;
+				case `${OPERATORS.NOT} ${OPERATORS.IN}`:
+					if (
+						queryPairsMap.has(`${key.key}-${OPERATORS['!=']}`.trim().toLowerCase())
+					) {
+						const notEqualsPair = queryPairsMap.get(
+							`${key.key}-${OPERATORS['!=']}`.trim().toLowerCase(),
+						);
+						visitedPairs.add(`${key.key}-${OPERATORS['!=']}`.trim().toLowerCase());
+						if (notEqualsPair?.position?.valueEnd) {
+							modifiedQuery = `${modifiedQuery.slice(
+								0,
+								notEqualsPair.position.operatorStart,
+							)}${OPERATORS.NOT} ${
+								OPERATORS.IN
+							} ${formattedValue} ${modifiedQuery.slice(
+								notEqualsPair.position.valueEnd + 1,
+							)}`;
+						}
+						shouldAddToNonExisting = false; // Don't add this to non-existing filters
+					}
+					break; // No operation needed for NOT IN case
+				default:
+					break;
+			}
+		}
+
+		if (
+			queryPairsMap.has(`${filter.key?.key}-${filter.op}`.trim().toLowerCase())
+		) {
+			visitedPairs.add(`${filter.key?.key}-${filter.op}`.trim().toLowerCase());
+		}
+
+		// Add filters that don't have an existing pair to non-existing filters
+		if (
+			shouldAddToNonExisting &&
+			!queryPairsMap.has(`${filter.key?.key}-${filter.op}`.trim().toLowerCase())
+		) {
+			nonExistingFilters.push(filter);
+		}
+	});
+
+	// Create new filters from non-visited query pairs
+	const newFilterItems: TagFilterItem[] = [];
+	queryPairsMap.forEach((pair, key) => {
+		if (!visitedPairs.has(key)) {
+			const operator = pair.hasNegation
+				? getOperatorValue(`NOT_${pair.operator}`.toUpperCase())
+				: getOperatorValue(pair.operator.toUpperCase());
+
+			newFilterItems.push({
+				id: uuid(),
+				op: operator,
+				key: {
+					id: pair.key,
+					key: pair.key,
+					type: '',
+				},
+				value: pair.isMultiValue
+					? formatValuesForFilter(pair.valueList as string[]) ?? ''
+					: formatValuesForFilter(pair.value as string) ?? '',
+			});
+		}
+	});
+
+	// Merge new filter items with existing ones
+	if (newFilterItems.length > 0 && updatedFilters?.items) {
+		updatedFilters.items = [...updatedFilters.items, ...newFilterItems];
+	}
+
+	// If no non-existing filters, return the modified query directly
+	if (nonExistingFilters.length === 0) {
+		return {
+			filters: updatedFilters,
+			filter: { expression: modifiedQuery },
+		};
+	}
+
+	// Convert non-existing filters to an expression and append to the modified query
+	const nonExistingFilterExpression = convertFiltersToExpression({
+		items: nonExistingFilters,
+		op: filters.op || 'AND',
+	});
+
+	if (nonExistingFilterExpression.expression) {
+		return {
+			filters: updatedFilters,
+			filter: {
+				expression: `${modifiedQuery.trim()} ${
+					nonExistingFilterExpression.expression
+				}`,
+			},
+		};
+	}
+
+	// Return the final result with the modified query
+	return {
+		filters: updatedFilters,
+		filter: { expression: modifiedQuery || '' },
+	};
+};
+
+/**
+ * Removes specified key-value pairs from a logical query expression string.
+ *
+ * This function parses the given query expression and removes any query pairs
+ * whose keys match those in the `keysToRemove` array. It also removes any trailing
+ * logical conjunctions (e.g., `AND`, `OR`) and whitespace that follow the matched pairs,
+ * ensuring that the resulting expression remains valid and clean.
+ *
+ * @param expression - The full query string.
+ * @param keysToRemove - An array of keys (case-insensitive) that should be removed from the expression.
+ * @returns A new expression string with the specified keys and their associated clauses removed.
+ */
+export const removeKeysFromExpression = (
+	expression: string,
+	keysToRemove: string[],
+): string => {
+	if (!keysToRemove || keysToRemove.length === 0) {
+		return expression;
+	}
+
+	let updatedExpression = expression;
+
+	if (updatedExpression) {
+		keysToRemove.forEach((key) => {
+			// Extract key-value query pairs from the expression
+			const existingQueryPairs = extractQueryPairs(updatedExpression);
+
+			let queryPairsMap: Map<string, IQueryPair>;
+
+			if (existingQueryPairs.length > 0) {
+				// Build a map for quick lookup of query pairs by their lowercase trimmed keys
+				queryPairsMap = new Map(
+					existingQueryPairs.map((pair) => {
+						const key = pair.key.trim().toLowerCase();
+						return [key, pair];
+					}),
+				);
+
+				// Lookup the current query pair using the attribute key (case-insensitive)
+				const currentQueryPair = queryPairsMap.get(`${key}`.trim().toLowerCase());
+				if (currentQueryPair && currentQueryPair.isComplete) {
+					// Determine the start index of the query pair (fallback order: key → operator → value)
+					const queryPairStart =
+						currentQueryPair.position.keyStart ??
+						currentQueryPair.position.operatorStart ??
+						currentQueryPair.position.valueStart;
+					// Determine the end index of the query pair (fallback order: value → operator → key)
+					let queryPairEnd =
+						currentQueryPair.position.valueEnd ??
+						currentQueryPair.position.operatorEnd ??
+						currentQueryPair.position.keyEnd;
+					// Get the part of the expression that comes after the current query pair
+					const expressionAfterPair = `${updatedExpression.slice(queryPairEnd + 1)}`;
+					// Match optional spaces and an optional conjunction (AND/OR), case-insensitive
+					const conjunctionOrSpacesRegex = /^(\s*((AND|OR)\s+)?)/i;
+					const match = expressionAfterPair.match(conjunctionOrSpacesRegex);
+					if (match && match.length > 0) {
+						// If match is found, extend the queryPairEnd to include the matched part
+						queryPairEnd += match[0].length;
+					}
+					// Remove the full query pair (including any conjunction/whitespace) from the expression
+					updatedExpression = `${updatedExpression.slice(
+						0,
+						queryPairStart,
+					)}${updatedExpression.slice(queryPairEnd + 1)}`.trim();
+				}
+			}
+		});
+	}
+
+	return updatedExpression;
+};
+
+/**
+ * Convert old having format to new having format
+ * @param having - Array of old having objects with columnName, op, and value
+ * @returns New having format with expression string
+ */
+export const convertHavingToExpression = (
+	having: Having[],
+): { expression: string } => {
+	if (!having || having.length === 0) {
+		return { expression: '' };
+	}
+
+	const expressions = having
+		.map((havingItem) => {
+			const { columnName, op, value } = havingItem;
+
+			// Skip if columnName is not defined
+			if (!columnName) {
+				return '';
+			}
+
+			// Format value based on its type
+			let formattedValue: string;
+			if (Array.isArray(value)) {
+				// For array values, format as [val1, val2, ...]
+				formattedValue = `[${value.join(', ')}]`;
+			} else {
+				// For single values, just convert to string
+				formattedValue = String(value);
+			}
+
+			return `${columnName} ${op} ${formattedValue}`;
+		})
+		.filter((expression) => expression !== ''); // Remove empty expressions
+
+	return {
+		expression: expressions.join(' AND '),
+	};
+};
+
+/**
+ * Convert old aggregation format to new aggregation format
+ * @param aggregateOperator - The aggregate operator (e.g., 'sum', 'count', 'avg')
+ * @param aggregateAttribute - The attribute to aggregate
+ * @param dataSource - The data source type
+ * @param timeAggregation - Time aggregation for metrics (optional)
+ * @param spaceAggregation - Space aggregation for metrics (optional)
+ * @param alias - Optional alias for the aggregation
+ * @returns New aggregation format based on data source
+ *
+ */
+export const convertAggregationToExpression = (
+	aggregateOperator: string,
+	aggregateAttribute: BaseAutocompleteData,
+	dataSource: DataSource,
+	timeAggregation?: string,
+	spaceAggregation?: string,
+	alias?: string,
+): (TraceAggregation | LogAggregation | MetricAggregation)[] | undefined => {
+	// Skip if no operator or attribute key
+	if (!aggregateOperator) {
+		return undefined;
+	}
+
+	// Replace noop with count as default
+	const normalizedOperator =
+		aggregateOperator === 'noop' ? 'count' : aggregateOperator;
+	const normalizedTimeAggregation =
+		timeAggregation === 'noop' ? 'count' : timeAggregation;
+	const normalizedSpaceAggregation =
+		spaceAggregation === 'noop' ? 'count' : spaceAggregation;
+
+	// For metrics, use the MetricAggregation format
+	if (dataSource === DataSource.METRICS) {
+		return [
+			{
+				metricName: aggregateAttribute.key,
+				timeAggregation: (normalizedTimeAggregation || normalizedOperator) as any,
+				spaceAggregation: (normalizedSpaceAggregation || normalizedOperator) as any,
+			} as MetricAggregation,
+		];
+	}
+
+	// For traces and logs, use expression format
+	const expression = `${normalizedOperator}(${aggregateAttribute.key})`;
+
+	if (dataSource === DataSource.TRACES) {
+		return [
+			{
+				expression,
+				...(alias && { alias }),
+			} as TraceAggregation,
+		];
+	}
+
+	// For logs
+	return [
+		{
+			expression,
+			...(alias && { alias }),
+		} as LogAggregation,
+	];
+};
+
+function getColId(
+	queryName: string,
+	aggregation: { alias?: string; expression?: string },
+	isMultipleAggregations: boolean,
+): string {
+	if (isMultipleAggregations && aggregation.expression) {
+		return `${queryName}.${aggregation.expression}`;
+	}
+
+	return queryName;
+}
+
+// function to give you label value for query name taking multiaggregation into account
+export function getQueryLabelWithAggregation(
+	queryData: IBuilderQuery[],
+): { label: string; value: string }[] {
+	const labels: { label: string; value: string }[] = [];
+
+	const aggregationPerQuery =
+		queryData.reduce((acc, query) => {
+			if (query.queryName && query.aggregations?.length) {
+				acc[query.queryName] = createAggregation(query).map((a: any) => ({
+					alias: a.alias,
+					expression: a.expression,
+				}));
+			}
+			return acc;
+		}, {} as Record<string, any>) || {};
+
+	Object.entries(aggregationPerQuery).forEach(([queryName, aggregations]) => {
+		const isMultipleAggregations = aggregations.length > 1;
+
+		aggregations.forEach((agg: any, index: number) => {
+			const columnId = getColId(queryName, agg, isMultipleAggregations);
+
+			// For display purposes, show the aggregation index for multiple aggregations
+			const displayLabel = isMultipleAggregations
+				? `${queryName}.${index}`
+				: queryName;
+
+			labels.push({
+				label: displayLabel,
+				value: columnId, // This matches the ID format used in table columns
+			});
+		});
+	});
+
+	return labels;
+}
+
+export const adjustQueryForV5 = (currentQuery: Query): Query => {
+	if (currentQuery.queryType === EQueryType.QUERY_BUILDER) {
+		const newQueryData = currentQuery.builder.queryData.map((query) => {
+			const aggregations = query.aggregations?.map((aggregation) => {
+				if (query.dataSource === DataSource.METRICS) {
+					const metricAggregation = aggregation as MetricAggregation;
+					return {
+						...aggregation,
+						metricName:
+							metricAggregation.metricName || query.aggregateAttribute?.key || '',
+						timeAggregation:
+							metricAggregation.timeAggregation || query.timeAggregation || '',
+						spaceAggregation:
+							metricAggregation.spaceAggregation || query.spaceAggregation || '',
+						reduceTo: metricAggregation.reduceTo || query.reduceTo || 'avg',
+					};
+				}
+				return aggregation;
+			});
+
+			const {
+				aggregateAttribute,
+				aggregateOperator,
+				timeAggregation,
+				spaceAggregation,
+				reduceTo,
+				filters,
+				...retainedQuery
+			} = query;
+
+			const newAggregations =
+				query.dataSource === DataSource.METRICS
+					? (aggregations as MetricAggregation[])
+					: (aggregations as (TraceAggregation | LogAggregation)[]);
+
+			return {
+				...retainedQuery,
+				aggregations: newAggregations,
+			};
+		});
+
+		return {
+			...currentQuery,
+			builder: {
+				...currentQuery.builder,
+				queryData: newQueryData,
+			},
+		};
+	}
+
+	return currentQuery;
+};
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
@@ -6,18 +6,18 @@ import './Checkbox.styles.scss';

 import { Button, Checkbox, Input, Skeleton, Typography } from 'antd';
 import cx from 'classnames';
+import { removeKeysFromExpression } from 'components/QueryBuilderV2/utils';
 import {
 	IQuickFiltersConfig,
 	QuickFiltersSource,
 } from 'components/QuickFilters/types';
-import {
-	DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY,
-	OPERATORS,
-} from 'constants/queryBuilder';
+import { OPERATORS } from 'constants/antlrQueryConstants';
+import { DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY } from 'constants/queryBuilder';
 import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
 import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
 import { useGetAggregateValues } from 'hooks/queryBuilder/useGetAggregateValues';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { useGetQueryKeyValueSuggestions } from 'hooks/querySuggestions/useGetQueryKeyValueSuggestions';
 import useDebouncedFn from 'hooks/useDebouncedFunction';
 import { cloneDeep, isArray, isEqual, isFunction } from 'lodash-es';
 import { ChevronDown, ChevronRight } from 'lucide-react';
@@ -30,7 +30,7 @@ import { v4 as uuid } from 'uuid';
 import LogsQuickFilterEmptyState from './LogsQuickFilterEmptyState';

 const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
-const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'nin'];
+const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in'];

 const SOURCES_WITH_EMPTY_STATE_ENABLED = [QuickFiltersSource.LOGS_EXPLORER];

@@ -74,18 +74,59 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 			searchText: searchText ?? '',
 		},
 		{
-			enabled: isOpen,
+			enabled: isOpen && source !== QuickFiltersSource.METER_EXPLORER,
 			keepPreviousData: true,
 		},
 	);

+	const {
+		data: keyValueSuggestions,
+		isLoading: isLoadingKeyValueSuggestions,
+	} = useGetQueryKeyValueSuggestions({
+		key: filter.attributeKey.key,
+		signal: filter.dataSource || DataSource.LOGS,
+		signalSource: 'meter',
+		options: {
+			enabled: isOpen && source === QuickFiltersSource.METER_EXPLORER,
+			keepPreviousData: true,
+		},
+	});
+
 	const attributeValues: string[] = useMemo(() => {
 		const dataType = filter.attributeKey.dataType || DataTypes.String;
+
+		if (source === QuickFiltersSource.METER_EXPLORER && keyValueSuggestions) {
+			// Process the response data
+			const responseData = keyValueSuggestions?.data as any;
+			const values = responseData.data?.values || {};
+			const stringValues = values.stringValues || [];
+			const numberValues = values.numberValues || [];
+
+			// Generate options from string values - explicitly handle empty strings
+			const stringOptions = stringValues
+				// Strict filtering for empty string - we'll handle it as a special case if needed
+				.filter(
+					(value: string | null | undefined): value is string =>
+						value !== null && value !== undefined && value !== '',
+				);
+
+			// Generate options from number values
+			const numberOptions = numberValues
+				.filter(
+					(value: number | null | undefined): value is number =>
+						value !== null && value !== undefined,
+				)
+				.map((value: number) => value.toString());
+
+			// Combine all options and make sure we don't have duplicate labels
+			return [...stringOptions, ...numberOptions];
+		}
+
 		const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
 		return (data?.payload?.[key] || []).filter(
 			(val) => val !== undefined && val !== null,
 		);
-	}, [data?.payload, filter.attributeKey.dataType]);
+	}, [data?.payload, filter.attributeKey.dataType, keyValueSuggestions, source]);

 	const currentAttributeKeys = attributeValues.slice(0, visibleItemsCount);

@@ -168,14 +209,20 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 				...currentQuery.builder,
 				queryData: currentQuery.builder.queryData.map((item, idx) => ({
 					...item,
+					filter: {
+						expression: removeKeysFromExpression(item.filter?.expression ?? '', [
+							filter.attributeKey.key,
+						]),
+					},
 					filters: {
 						...item.filters,
 						items:
 							idx === lastUsedQuery
-								? item.filters.items.filter(
+								? item.filters?.items?.filter(
 										(fil) => !isEqual(fil.key?.key, filter.attributeKey.key),
-								  )
-								: [...item.filters.items],
+								  ) || []
+								: [...(item.filters?.items || [])],
+						op: item.filters?.op || 'AND',
 					},
 				})),
 			},
@@ -213,6 +260,14 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 			query.filters.items = query.filters.items.filter(
 				(q) => !isEqual(q.key?.key, filter.attributeKey.key),
 			);
+
+			if (query.filter?.expression) {
+				query.filter.expression = removeKeysFromExpression(
+					query.filter.expression,
+					[filter.attributeKey.key],
+				);
+			}
+
 			if (isOnlyOrAll === 'Only') {
 				const newFilterItem: TagFilterItem = {
 					id: uuid(),
@@ -293,7 +348,7 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 								}
 							}
 							break;
-						case 'nin':
+						case 'not in':
 							// if the current running operator is NIN then when unchecking the value it gets
 							// added to the clause like key NIN [value1 , currentUnselectedValue]
 							if (!checked) {
@@ -372,7 +427,7 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 							if (!checked) {
 								const newFilter = {
 									...currentFilter,
-									op: getOperatorValue(OPERATORS.NIN),
+									op: getOperatorValue('NOT_IN'),
 									value: [currentFilter.value as string, value],
 								};
 								query.filters.items = query.filters.items.map((item) => {
@@ -395,7 +450,7 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 				// case  - when there is no filter for the current key that means all are selected right now.
 				const newFilterItem: TagFilterItem = {
 					id: uuid(),
-					op: getOperatorValue(OPERATORS.NIN),
+					op: getOperatorValue('NOT_IN'),
 					key: filter.attributeKey,
 					value,
 				};
@@ -465,12 +520,14 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 					)}
 				</section>
 			</section>
-			{isOpen && isLoading && !attributeValues.length && (
-				<section className="loading">
-					<Skeleton paragraph={{ rows: 4 }} />
-				</section>
-			)}
-			{isOpen && !isLoading && (
+			{isOpen &&
+				(isLoading || isLoadingKeyValueSuggestions) &&
+				!attributeValues.length && (
+					<section className="loading">
+						<Skeleton paragraph={{ rows: 4 }} />
+					</section>
+				)}
+			{isOpen && !isLoading && !isLoadingKeyValueSuggestions && (
 				<>
 					{!isEmptyStateWithDocsEnabled && (
 						<section className="search">
--- a/frontend/src/components/QuickFilters/FilterRenderers/Duration/Duration.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Duration/Duration.tsx
@@ -178,10 +178,12 @@ function Duration({
 			...data,
 			filters: {
 				...data.filters,
-				items: data.filters?.items?.map((item) => ({
-					...item,
-					id: '',
-				})),
+				items:
+					data.filters?.items?.map((item) => ({
+						...item,
+						id: '',
+					})) || [],
+				op: data.filters?.op || 'AND',
 			},
 		}));
 		return clonedQuery;
@@ -199,11 +201,12 @@ function Duration({
 							...item.filters,
 							items: props?.resetAll
 								? []
-								: (unionTagFilterItems(item.filters?.items, preparePostData())
+								: (unionTagFilterItems(item.filters?.items || [], preparePostData())
 										.map((item) =>
 											item.key?.key === props?.clearByType ? undefined : item,
 										)
 										.filter((i) => i) as TagFilterItem[]),
+							op: item.filters?.op || 'AND',
 						},
 					})),
 				},
--- a/frontend/src/components/QuickFilters/QuickFilters.styles.scss
+++ b/frontend/src/components/QuickFilters/QuickFilters.styles.scss
@@ -1,6 +1,8 @@
 .quick-filters-container {
 	display: flex;
 	height: 100%;
+	position: relative;
+
 	.quick-filters-settings-container {
 		position: relative;
 	}
@@ -102,6 +104,37 @@
 			margin: 8px 12px;
 		}
 	}
+
+	.no-filters-container {
+		display: flex;
+		height: 100%;
+		gap: 8px;
+		align-items: center;
+		padding: 8px;
+	}
+}
+
+.perilin-bg {
+	position: absolute;
+	top: 0;
+	left: 0;
+	width: 100%;
+	height: 100%;
+
+	background: radial-gradient(circle, #fff 10%, transparent 0);
+	background-size: 12px 12px;
+	opacity: 1;
+
+	mask-image: radial-gradient(
+		circle at 50% 0,
+		rgba(11, 12, 14, 0.1) 0,
+		rgba(11, 12, 14, 0) 100%
+	);
+	-webkit-mask-image: radial-gradient(
+		circle at 50% 0,
+		rgba(11, 12, 14, 0.1) 0,
+		rgba(11, 12, 14, 0) 100%
+	);
 }

 .lightMode {
--- a/frontend/src/components/QuickFilters/QuickFilters.tsx
+++ b/frontend/src/components/QuickFilters/QuickFilters.tsx
@@ -15,7 +15,7 @@ import { LOCALSTORAGE } from 'constants/localStorage';
 import { useApiMonitoringParams } from 'container/ApiMonitoring/queryParams';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { cloneDeep, isFunction, isNull } from 'lodash-es';
-import { Settings2 as SettingsIcon } from 'lucide-react';
+import { Frown, Settings2 as SettingsIcon } from 'lucide-react';
 import { useAppContext } from 'providers/App/App';
 import { useMemo, useState } from 'react';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
@@ -90,9 +90,14 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 				...currentQuery.builder,
 				queryData: currentQuery.builder.queryData.map((item, idx) => ({
 					...item,
+					filter: {
+						...item.filter,
+						expression: '',
+					},
 					filters: {
 						...item.filters,
-						items: idx === lastUsedQuery ? [] : [...item.filters.items],
+						items: idx === lastUsedQuery ? [] : [...(item.filters?.items || [])],
+						op: item.filters?.op || 'AND',
 					},
 				})),
 			},
@@ -231,6 +236,13 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 											);
 									}
 								})}
+
+								{filterConfig.length === 0 && (
+									<div className="no-filters-container">
+										<Frown size={16} />
+										<Typography.Text>No filters found</Typography.Text>
+									</div>
+								)}
 							</section>
 						</>
 					</OverlayScrollbar>
--- a/frontend/src/components/QuickFilters/QuickFiltersSettings/OtherFilters.tsx
+++ b/frontend/src/components/QuickFilters/QuickFiltersSettings/OtherFilters.tsx
@@ -5,8 +5,11 @@ import { SignalType } from 'components/QuickFilters/types';
 import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
 import { useGetAggregateKeys } from 'hooks/queryBuilder/useGetAggregateKeys';
 import { useGetAttributeSuggestions } from 'hooks/queryBuilder/useGetAttributeSuggestions';
+import { useGetQueryKeySuggestions } from 'hooks/querySuggestions/useGetQueryKeySuggestions';
 import { useMemo } from 'react';
+import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
+import { QueryKeyDataSuggestionsProps } from 'types/api/querySuggestions/types';
 import { Filter as FilterType } from 'types/api/quickFilters/getCustomFilters';
 import { DataSource } from 'types/common/queryBuilder';

@@ -40,6 +43,10 @@ function OtherFilters({
 		() => SIGNAL_DATA_SOURCE_MAP[signal as SignalType] === DataSource.LOGS,
 		[signal],
 	);
+	const isMeterDataSource = useMemo(
+		() => signal && signal === SignalType.METER_EXPLORER,
+		[signal],
+	);

 	const {
 		data: suggestionsData,
@@ -69,7 +76,22 @@ function OtherFilters({
 		},
 		{
 			queryKey: [REACT_QUERY_KEY.GET_OTHER_FILTERS, inputValue],
-			enabled: !!signal && !isLogDataSource,
+			enabled: !!signal && !isLogDataSource && !isMeterDataSource,
+		},
+	);
+
+	const {
+		data: fieldKeysData,
+		isLoading: isLoadingFieldKeys,
+	} = useGetQueryKeySuggestions(
+		{
+			searchText: inputValue,
+			signal: SIGNAL_DATA_SOURCE_MAP[signal as SignalType],
+			signalSource: 'meter',
+		},
+		{
+			queryKey: [REACT_QUERY_KEY.GET_OTHER_FILTERS, inputValue],
+			enabled: !!signal && isMeterDataSource,
 		},
 	);

@@ -77,13 +99,33 @@ function OtherFilters({
 		let filterAttributes;
 		if (isLogDataSource) {
 			filterAttributes = suggestionsData?.payload?.attributes || [];
+		} else if (isMeterDataSource) {
+			const fieldKeys: QueryKeyDataSuggestionsProps[] = Object.values(
+				fieldKeysData?.data?.data?.keys || {},
+			)?.flat();
+			filterAttributes = fieldKeys.map(
+				(attr) =>
+					({
+						key: attr.name,
+						dataType: attr.fieldDataType,
+						type: attr.fieldContext,
+						signal: attr.signal,
+					} as BaseAutocompleteData),
+			);
 		} else {
 			filterAttributes = aggregateKeysData?.payload?.attributeKeys || [];
 		}
 		return filterAttributes?.filter(
 			(attr) => !addedFilters.some((filter) => filter.key === attr.key),
 		);
-	}, [suggestionsData, aggregateKeysData, addedFilters, isLogDataSource]);
+	}, [
+		suggestionsData,
+		aggregateKeysData,
+		addedFilters,
+		isLogDataSource,
+		fieldKeysData,
+		isMeterDataSource,
+	]);

 	const handleAddFilter = (filter: FilterType): void => {
 		setAddedFilters((prev) => [
@@ -99,7 +141,8 @@ function OtherFilters({
 	};

 	const renderFilters = (): React.ReactNode => {
-		const isLoading = isFetchingSuggestions || isFetchingAggregateKeys;
+		const isLoading =
+			isFetchingSuggestions || isFetchingAggregateKeys || isLoadingFieldKeys;
 		if (isLoading) return <OtherFiltersSkeleton />;
 		if (!otherFilters?.length)
 			return <div className="no-values-found">No values found</div>;
--- a/frontend/src/components/QuickFilters/QuickFiltersSettings/constants.ts
+++ b/frontend/src/components/QuickFilters/QuickFiltersSettings/constants.ts
@@ -6,4 +6,5 @@ export const SIGNAL_DATA_SOURCE_MAP = {
 	[SignalType.TRACES]: DataSource.TRACES,
 	[SignalType.EXCEPTIONS]: DataSource.TRACES,
 	[SignalType.API_MONITORING]: DataSource.TRACES,
+	[SignalType.METER_EXPLORER]: DataSource.METRICS,
 };
--- a/frontend/src/components/QuickFilters/tests/QuickFilters.test.tsx
+++ b/frontend/src/components/QuickFilters/tests/QuickFilters.test.tsx
@@ -54,6 +54,7 @@ const quickFiltersListURL = `${BASE_URL}/api/v1/orgs/me/filters/${SIGNAL}`;
 const saveQuickFiltersURL = `${BASE_URL}/api/v1/orgs/me/filters`;
 const quickFiltersSuggestionsURL = `${BASE_URL}/api/v3/filter_suggestions`;
 const quickFiltersAttributeValuesURL = `${BASE_URL}/api/v3/autocomplete/attribute_values`;
+const fieldsValuesURL = `${BASE_URL}/api/v1/fields/values`;

 const FILTER_OS_DESCRIPTION = 'os.description';
 const FILTER_K8S_DEPLOYMENT_NAME = 'k8s.deployment.name';
@@ -77,7 +78,11 @@ const setupServer = (): void => {
 			putHandler(await req.json());
 			return res(ctx.status(200), ctx.json({}));
 		}),
-		rest.get(quickFiltersAttributeValuesURL, (_, res, ctx) =>
+
+		rest.get(quickFiltersAttributeValuesURL, (req, res, ctx) =>
+			res(ctx.status(200), ctx.json(quickFiltersAttributeValuesResponse)),
+		),
+		rest.get(fieldsValuesURL, (req, res, ctx) =>
 			res(ctx.status(200), ctx.json(quickFiltersAttributeValuesResponse)),
 		),
 	);
--- a/frontend/src/components/QuickFilters/types.ts
+++ b/frontend/src/components/QuickFilters/types.ts
@@ -23,6 +23,7 @@ export enum SignalType {
 	LOGS = 'logs',
 	API_MONITORING = 'api_monitoring',
 	EXCEPTIONS = 'exceptions',
+	METER_EXPLORER = 'meter',
 }

 export interface IQuickFiltersConfig {
@@ -53,4 +54,5 @@ export enum QuickFiltersSource {
 	TRACES_EXPLORER = 'traces-explorer',
 	API_MONITORING = 'api-monitoring',
 	EXCEPTIONS = 'exceptions',
+	METER_EXPLORER = 'meter',
 }
--- a/frontend/src/components/ResizeTable/ResizeTable.tsx
+++ b/frontend/src/components/ResizeTable/ResizeTable.tsx
@@ -4,7 +4,7 @@ import { Table } from 'antd';
 import { ColumnsType } from 'antd/lib/table';
 import cx from 'classnames';
 import { dragColumnParams } from 'hooks/useDragColumns/configs';
-import { RowData } from 'lib/query/createTableColumnsFromQuery';
+import { getColumnWidth, RowData } from 'lib/query/createTableColumnsFromQuery';
 import { debounce, set } from 'lodash-es';
 import { useDashboard } from 'providers/Dashboard/Dashboard';
 import {
@@ -110,11 +110,14 @@ function ResizeTable({
 			// Apply stored column widths from widget configuration
 			const columnsWithStoredWidths = columns.map((col) => {
 				const dataIndex = (col as RowData).dataIndex as string;
-				if (dataIndex && columnWidths && columnWidths[dataIndex]) {
-					return {
-						...col,
-						width: columnWidths[dataIndex], // Apply stored width
-					};
+				if (dataIndex && columnWidths) {
+					const width = getColumnWidth(dataIndex, columnWidths);
+					if (width) {
+						return {
+							...col,
+							width, // Apply stored width
+						};
+					}
 				}
 				return col;
 			});
--- a/frontend/src/components/WarningPopover/WarningPopover.styles.scss
+++ b/frontend/src/components/WarningPopover/WarningPopover.styles.scss
@@ -0,0 +1,208 @@
+.warning-content {
+	display: flex;
+	flex-direction: column;
+	// === SECTION: Summary (Top)
+	&__summary-section {
+		display: flex;
+		flex-direction: column;
+		border-bottom: 1px solid var(--bg-slate-400);
+	}
+
+	&__summary {
+		display: flex;
+		justify-content: space-between;
+		padding: 16px;
+	}
+
+	&__summary-left {
+		display: flex;
+		align-items: baseline;
+		gap: 8px;
+	}
+
+	&__summary-text {
+		display: flex;
+		flex-direction: column;
+		gap: 6px;
+	}
+
+	&__warning-code {
+		color: var(--bg-vanilla-100);
+		margin: 0;
+		font-size: 16px;
+		font-weight: 500;
+		line-height: 24px; /* 150% */
+		letter-spacing: -0.08px;
+	}
+
+	&__warning-message {
+		margin: 0;
+		color: var(--bg-vanilla-400);
+		font-size: 14px;
+		font-weight: 400;
+		line-height: 20px; /* 142.857% */
+		letter-spacing: -0.07px;
+	}
+
+	&__docs-button {
+		display: flex;
+		align-items: center;
+		gap: 6px;
+		padding: 9px 12.5px;
+		color: var(--bg-vanilla-400);
+		font-size: 12px;
+		font-weight: 400;
+		line-height: 18px; /* 150% */
+		letter-spacing: 0.12px;
+		border-radius: 2px;
+		border: 1px solid var(--bg-slate-400);
+		background: var(--bg-ink-300);
+		box-shadow: none;
+	}
+
+	&__message-badge {
+		display: flex;
+		align-items: center;
+		gap: 12px;
+		padding: 0px 16px 16px;
+
+		.key-value-label {
+			width: fit-content;
+			border-color: var(--bg-slate-400);
+			border-radius: 20px;
+			overflow: hidden;
+			&__key {
+				padding-left: 8px;
+				padding-right: 8px;
+			}
+			&__value {
+				padding-right: 10px;
+				color: var(--bg-vanilla-400);
+				font-size: 12px;
+				font-weight: 500;
+				line-height: 18px; /* 150% */
+				letter-spacing: 0.48px;
+				pointer-events: none;
+			}
+		}
+		&-label {
+			display: flex;
+			align-items: center;
+			gap: 6px;
+			&-dot {
+				height: 6px;
+				width: 6px;
+				background: var(--bg-sakura-500);
+				border-radius: 50%;
+			}
+			&-text {
+				color: var(--bg-vanilla-100);
+				font-size: 10px;
+				font-weight: 500;
+				line-height: 18px; /* 180% */
+				letter-spacing: 0.5px;
+			}
+		}
+		&-line {
+			flex: 1;
+			height: 8px;
+			background-image: radial-gradient(circle, #444c63 1px, transparent 2px);
+			background-size: 8px 11px;
+			background-position: top left;
+			padding: 6px;
+		}
+	}
+
+	// === SECTION: Message List (Bottom)
+
+	&__message-list-container {
+		position: relative;
+	}
+
+	&__message-list {
+		margin: 0;
+		padding: 0;
+		list-style: none;
+		max-height: 275px;
+	}
+
+	&__message-item {
+		position: relative;
+		margin-bottom: 4px;
+		color: var(--bg-vanilla-400);
+		font-family: Geist Mono;
+		font-size: 12px;
+		font-weight: 400;
+		line-height: 18px;
+		color: var(--bg-vanilla-400);
+		padding: 3px 12px;
+		padding-left: 26px;
+	}
+
+	&__message-item::before {
+		font-family: unset;
+		content: '';
+		position: absolute;
+		left: 12px;
+		top: 50%;
+		transform: translateY(-50%);
+		width: 2px;
+		height: 4px;
+		border-radius: 50px;
+		background: var(--bg-slate-400);
+	}
+
+	&__scroll-hint {
+		position: absolute;
+		bottom: 10px;
+		left: 0px;
+		right: 0px;
+		margin: auto;
+		width: fit-content;
+		display: inline-flex;
+		padding: 4px 12px 4px 10px;
+		justify-content: center;
+		align-items: center;
+		gap: 3px;
+		background: var(--bg-slate-200);
+		border-radius: 20px;
+		box-shadow: 0px 103px 12px 0px rgba(0, 0, 0, 0.01),
+			0px 66px 18px 0px rgba(0, 0, 0, 0.01), 0px 37px 22px 0px rgba(0, 0, 0, 0.03),
+			0px 17px 17px 0px rgba(0, 0, 0, 0.04), 0px 4px 9px 0px rgba(0, 0, 0, 0.04);
+	}
+
+	&__scroll-hint-text {
+		color: var(--bg-vanilla-100);
+
+		font-size: 12px;
+		font-weight: 400;
+		line-height: 18px;
+		letter-spacing: -0.06px;
+	}
+}
+
+.lightMode {
+	.warning-content {
+		&__warning-code {
+			color: var(--bg-ink-100);
+		}
+		&__warning-message {
+			color: var(--bg-ink-400);
+		}
+		&__message-item {
+			color: var(--bg-ink-400);
+		}
+		&__message-badge {
+			&-label-text {
+				color: var(--bg-ink-400);
+			}
+			.key-value-label__value {
+				color: var(--bg-ink-400);
+			}
+		}
+		&__docs-button {
+			background: var(--bg-vanilla-100);
+			color: var(--bg-ink-100);
+		}
+	}
+}
--- a/frontend/src/components/WarningPopover/WarningPopover.tsx
+++ b/frontend/src/components/WarningPopover/WarningPopover.tsx
@@ -0,0 +1,142 @@
+/* eslint-disable react/jsx-props-no-spreading */
+import './WarningPopover.styles.scss';
+
+import { Color } from '@signozhq/design-tokens';
+import { Button, Popover, PopoverProps } from 'antd';
+import ErrorIcon from 'assets/Error';
+import OverlayScrollbar from 'components/OverlayScrollbar/OverlayScrollbar';
+import { BookOpenText, ChevronsDown, TriangleAlert } from 'lucide-react';
+import KeyValueLabel from 'periscope/components/KeyValueLabel';
+import { ReactNode } from 'react';
+import { Warning } from 'types/api';
+
+interface WarningContentProps {
+	warning: Warning;
+}
+
+export function WarningContent({ warning }: WarningContentProps): JSX.Element {
+	const {
+		url: warningUrl,
+		warnings: warningMessages,
+		code: warningCode,
+		message: warningMessage,
+	} = warning || {};
+
+	if (!warning) {
+		return <div />;
+	}
+
+	return (
+		<section className="warning-content">
+			{/* Summary Header */}
+			<section className="warning-content__summary-section">
+				<header className="warning-content__summary">
+					<div className="warning-content__summary-left">
+						<div className="warning-content__icon-wrapper">
+							<ErrorIcon />
+						</div>
+
+						<div className="warning-content__summary-text">
+							<h2 className="warning-content__warning-code">{warningCode}</h2>
+							<p className="warning-content__warning-message">{warningMessage}</p>
+						</div>
+					</div>
+
+					{warningUrl && (
+						<div className="warning-content__summary-right">
+							<Button
+								type="default"
+								className="warning-content__docs-button"
+								href={warningUrl}
+								target="_blank"
+								data-testid="warning-docs-button"
+							>
+								<BookOpenText size={14} />
+								Open Docs
+							</Button>
+						</div>
+					)}
+				</header>
+
+				{warningMessages?.length > 0 && (
+					<div className="warning-content__message-badge">
+						<KeyValueLabel
+							badgeKey={
+								<div className="warning-content__message-badge-label">
+									<div className="warning-content__message-badge-label-dot" />
+									<div className="warning-content__message-badge-label-text">
+										MESSAGES
+									</div>
+								</div>
+							}
+							badgeValue={warningMessages.length.toString()}
+						/>
+						<div className="warning-content__message-badge-line" />
+					</div>
+				)}
+			</section>
+
+			{/* Detailed Messages */}
+			<section className="warning-content__messages-section">
+				<div className="warning-content__message-list-container">
+					<OverlayScrollbar>
+						<ul className="warning-content__message-list">
+							{warningMessages?.map((warning) => (
+								<li className="warning-content__message-item" key={warning.message}>
+									{warning.message}
+								</li>
+							))}
+						</ul>
+					</OverlayScrollbar>
+					{warningMessages?.length > 10 && (
+						<div className="warning-content__scroll-hint">
+							<ChevronsDown
+								size={16}
+								color={Color.BG_VANILLA_100}
+								className="warning-content__scroll-hint-icon"
+							/>
+							<span className="warning-content__scroll-hint-text">
+								Scroll for more
+							</span>
+						</div>
+					)}
+				</div>
+			</section>
+		</section>
+	);
+}
+
+interface WarningPopoverProps extends PopoverProps {
+	children?: ReactNode;
+	warningData: Warning;
+}
+
+function WarningPopover({
+	children,
+	warningData,
+	...popoverProps
+}: WarningPopoverProps): JSX.Element {
+	return (
+		<Popover
+			content={<WarningContent warning={warningData} />}
+			overlayStyle={{ padding: 0, maxWidth: '600px' }}
+			overlayInnerStyle={{ padding: 0 }}
+			autoAdjustOverflow
+			{...popoverProps}
+		>
+			{children || (
+				<TriangleAlert
+					size={16}
+					style={{ cursor: 'pointer' }}
+					color={Color.BG_AMBER_500}
+				/>
+			)}
+		</Popover>
+	);
+}
+
+WarningPopover.defaultProps = {
+	children: undefined,
+};
+
+export default WarningPopover;
--- a/frontend/src/components/YAxisUnitSelector/YAxisUnitSelector.tsx
+++ b/frontend/src/components/YAxisUnitSelector/YAxisUnitSelector.tsx
@@ -0,0 +1,63 @@
+import './styles.scss';
+
+import { Select } from 'antd';
+import { DefaultOptionType } from 'antd/es/select';
+
+import { UniversalYAxisUnitMappings, Y_AXIS_CATEGORIES } from './constants';
+import { UniversalYAxisUnit, YAxisUnitSelectorProps } from './types';
+import { mapMetricUnitToUniversalUnit } from './utils';
+
+function YAxisUnitSelector({
+	value,
+	onChange,
+	placeholder = 'Please select a unit',
+	loading = false,
+}: YAxisUnitSelectorProps): JSX.Element {
+	const universalUnit = mapMetricUnitToUniversalUnit(value);
+
+	const handleSearch = (
+		searchTerm: string,
+		currentOption: DefaultOptionType | undefined,
+	): boolean => {
+		if (!currentOption?.value) return false;
+
+		const search = searchTerm.toLowerCase();
+		const unitId = currentOption.value.toString().toLowerCase();
+		const unitLabel = currentOption.children?.toString().toLowerCase() || '';
+
+		// Check label and id
+		if (unitId.includes(search) || unitLabel.includes(search)) return true;
+
+		// Check aliases (from the mapping) using array iteration
+		const aliases = Array.from(
+			UniversalYAxisUnitMappings[currentOption.value as UniversalYAxisUnit] ?? [],
+		);
+
+		return aliases.some((alias) => alias.toLowerCase().includes(search));
+	};
+
+	return (
+		<div className="y-axis-unit-selector-component">
+			<Select
+				showSearch
+				value={universalUnit}
+				onChange={onChange}
+				placeholder={placeholder}
+				filterOption={(input, option): boolean => handleSearch(input, option)}
+				loading={loading}
+			>
+				{Y_AXIS_CATEGORIES.map((category) => (
+					<Select.OptGroup key={category.name} label={category.name}>
+						{category.units.map((unit) => (
+							<Select.Option key={unit.id} value={unit.id}>
+								{unit.name}
+							</Select.Option>
+						))}
+					</Select.OptGroup>
+				))}
+			</Select>
+		</div>
+	);
+}
+
+export default YAxisUnitSelector;
--- a/frontend/src/components/YAxisUnitSelector/tests/YAxisUnitSelector.test.tsx
+++ b/frontend/src/components/YAxisUnitSelector/tests/YAxisUnitSelector.test.tsx
@@ -0,0 +1,68 @@
+import { fireEvent, render, screen } from '@testing-library/react';
+
+import YAxisUnitSelector from '../YAxisUnitSelector';
+
+describe('YAxisUnitSelector', () => {
+	const mockOnChange = jest.fn();
+
+	beforeEach(() => {
+		mockOnChange.mockClear();
+	});
+
+	it('renders with default placeholder', () => {
+		render(<YAxisUnitSelector value="" onChange={mockOnChange} />);
+		expect(screen.getByText('Please select a unit')).toBeInTheDocument();
+	});
+
+	it('renders with custom placeholder', () => {
+		render(
+			<YAxisUnitSelector
+				value=""
+				onChange={mockOnChange}
+				placeholder="Custom placeholder"
+			/>,
+		);
+		expect(screen.queryByText('Custom placeholder')).toBeInTheDocument();
+	});
+
+	it('calls onChange when a value is selected', () => {
+		render(<YAxisUnitSelector value="" onChange={mockOnChange} />);
+		const select = screen.getByRole('combobox');
+
+		fireEvent.mouseDown(select);
+		const option = screen.getByText('Bytes (B)');
+		fireEvent.click(option);
+
+		expect(mockOnChange).toHaveBeenCalledWith('By', {
+			children: 'Bytes (B)',
+			key: 'By',
+			value: 'By',
+		});
+	});
+
+	it('filters options based on search input', () => {
+		render(<YAxisUnitSelector value="" onChange={mockOnChange} />);
+		const select = screen.getByRole('combobox');
+
+		fireEvent.mouseDown(select);
+		const input = screen.getByRole('combobox');
+		fireEvent.change(input, { target: { value: 'byte' } });
+
+		expect(screen.getByText('Bytes/sec')).toBeInTheDocument();
+	});
+
+	it('shows all categories and their units', () => {
+		render(<YAxisUnitSelector value="" onChange={mockOnChange} />);
+		const select = screen.getByRole('combobox');
+
+		fireEvent.mouseDown(select);
+
+		// Check for category headers
+		expect(screen.getByText('Data')).toBeInTheDocument();
+		expect(screen.getByText('Time')).toBeInTheDocument();
+
+		// Check for some common units
+		expect(screen.getByText('Bytes (B)')).toBeInTheDocument();
+		expect(screen.getByText('Seconds (s)')).toBeInTheDocument();
+	});
+});
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
SagarRajput-7	4fe1d1b3f7	feat: resolved conflicts	2025-08-20 11:02:16 +05:30
SagarRajput-7	11e4971db4	feat: added variable in url and made dashboard sync around that and sharable (#7944 ) * feat: added dynamic variable to the dashboard details * feat: added new component to existing variables * feat: added enhancement to multiselect and select for dyn-variables * feat: added refetch method between all dynamic-variables * feat: correct error handling * feat: correct error handling * feat: enforced non-empty selectedvalues and default value * feat: added client and server side searches * feat: retry on error * feat: correct error handling * feat: handle defautl value in existing variables * feat: lowercase the source for payload * feat: fixed the incorrect assignment of active indices * feat: improved handling of all option * feat: improved the ALL option visuals * feat: handled default value enforcement in existing variables * feat: added unix time to values call * feat: added incomplete data message and info to search * feat: changed dashboard panel call handling with existing variables * feat: adjusted the response type and data with the new API schema for values * feat: code refactor * feat: made dyn-variable option as the default * feat: added test cases for dyn variable creation and completion * feat: updated test cases * feat: added variable in url and made dashboard sync around that and sharable * feat: added test cases * feat: added safety check * feat: enabled url setting on first load itself * feat: code refactor * feat: cleared options query param when on dashboard list page	2025-08-20 11:02:16 +05:30
SagarRajput-7	a0ab69ac4c	feat: added dynamic variable to the dashboard details (#7755 ) * feat: added dynamic variable to the dashboard details * feat: added new component to existing variables * feat: added enhancement to multiselect and select for dyn-variables * feat: added refetch method between all dynamic-variables * feat: correct error handling * feat: correct error handling * feat: enforced non-empty selectedvalues and default value * feat: added client and server side searches * feat: retry on error * feat: correct error handling * feat: handle defautl value in existing variables * feat: lowercase the source for payload * feat: fixed the incorrect assignment of active indices * feat: improved handling of all option * feat: improved the ALL option visuals * feat: handled default value enforcement in existing variables * feat: added unix time to values call * feat: added incomplete data message and info to search * feat: changed dashboard panel call handling with existing variables * feat: adjusted the response type and data with the new API schema for values * feat: code refactor * feat: made dyn-variable option as the default * feat: added test cases for dyn variable creation and completion * feat: updated test cases	2025-08-20 11:02:16 +05:30
SagarRajput-7	972fadf79a	feat: added dynamic variables creation flow (#7541 ) * feat: added dynamic variables creation flow * feat: added keys and value apis and hooks * feat: added api and select component changes * feat: added keys fetching and preview values * feat: added dynamic variable to variable items * feat: handled value persistence and tab switches * feat: added default value and formed a schema for dyn-variables * feat: added client and server side searches * feat: corrected the initial load getfieldKey api * feat: removed fetch on mount restriction	2025-08-20 11:02:16 +05:30
Amlan Kumar Nandy	9c2f127282	chore: backend changes for y-axis management (#8730 )	2025-08-20 04:04:50 +00:00
Srikanth Chekuri	e30de5f13e	chore: do not store query name in cache (#8838 )	2025-08-19 13:01:55 +05:30
SagarRajput-7	019083983a	fix: added sanity logic for explorer old urls (#8804 ) * fix: added sanity logic for explorer old urls * fix: added test for useSanitizeOrderBy * fix: added sentry events for orderby validation * fix: cleanup unused logic and renamed boolean state	2025-08-19 12:46:02 +05:30
Shaheer Kochai	fdcad997f5	feat: trace detail page actionables (#8761 ) * feat: add table view with actionables to span details drawer attributes * feat: span actions functionality * refactor: overall improvements * feat: revert to key-value pair UI with hover actions * feat: add support for copying trace attribute value on click * refactor: prevent prop drilling and access return values from useTraceActions in AttributeActions * refactor: integrate filter conversion logic into useTraceActions for improved query handling	2025-08-19 06:50:28 +00:00
Yunus M	03359a40a2	fix: set source on add new query (#8836 ) Co-authored-by: Vikrant Gupta <vikrant@signoz.io>	2025-08-19 05:51:33 +00:00
Abhi kumar	4f45801729	fix: added fix for supporting older queries (#8834 ) * fix: added fix for supporting older queries * fix: added fix for exist operator * chore: minor fix for quick filters * chore: added tests for convertfilterstoexpression * chore: added fix for regex to regexp conversion * test: added test for regex to regexp * fix: added fix for functions conversion and tests * fix: added fix for negated non_value_operators	2025-08-19 10:55:45 +05:30
Amlan Kumar Nandy	674556d672	chore: add new y-axis unit selector (#8765 )	2025-08-19 04:55:46 +00:00
Amlan Kumar Nandy	af987e53ce	chore: add unit tests for k8s entity details (#8774 )	2025-08-19 04:28:39 +00:00
Vikrant Gupta	59d5accd33	fix(meter): meter where clause keys fix (#8833 )	2025-08-18 22:57:02 +05:30
manika-signoz	5a7ad670d8	feat: change copy /signup route (#8783 ) * feat: change copy /signup route * feat: remove firstName from payload	2025-08-18 16:48:09 +00:00
Abhi kumar	9d04b397ac	fix: added fix for code block in light mode (#8831 )	2025-08-18 22:00:58 +05:30
Vikrant Gupta	a4f3be5e46	feat(meter): add pre-defined panels for meter breakdown and improvements (#8827 ) * feat(meter): add pre-defined panels for meter breakdown * feat(meter): update the routes for future scope * feat(meter): added graphs for total calculation * feat(meter): added graphs for total calculation	2025-08-18 19:44:44 +05:30
Srikanth Chekuri	8f833fa62c	fix: incorrect query prepared for group by body.{key} (#8823 )	2025-08-18 15:11:53 +05:30
dependabot[bot]	7029233596	chore(deps): bump @babel/runtime from 7.21.0 to 7.28.2 in /frontend (#8726 ) Bumps [@babel/runtime](https://github.com/babel/babel/tree/HEAD/packages/babel-runtime) from 7.21.0 to 7.28.2. - [Release notes](https://github.com/babel/babel/releases) - [Changelog](https://github.com/babel/babel/blob/main/CHANGELOG.md) - [Commits](https://github.com/babel/babel/commits/v7.28.2/packages/babel-runtime) --- updated-dependencies: - dependency-name: "@babel/runtime" dependency-version: 7.28.2 dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2025-08-18 07:09:52 +00:00
Vibhu Pandey	d26efd2833	feat: address bitnami migration (#8808 )	2025-08-14 20:54:28 +05:30
Abhi kumar	0e3ac2a179	fix: added loading indicators in traces pages when running query (#8782 )	2025-08-14 13:53:39 +05:30
Amlan Kumar Nandy	249f8be845	fix: resolve infinite loading issue in metric view in messaging queues (#8779 )	2025-08-14 04:16:39 +00:00
primus-bot[bot]	9c952942ad	chore(release): bump to v0.92.1 (#8780 ) Co-authored-by: primus-bot[bot] <171087277+primus-bot[bot]@users.noreply.github.com>	2025-08-13 15:10:08 +05:30
Nityananda Gohain	dac46d82ff	fix: check ch version (#8778 ) Check the clickhouse version, before the setting secondary_indices_enable_bulk_filtering is used.	2025-08-13 14:57:25 +05:30
primus-bot[bot]	802ce6de01	chore(release): bump to v0.92.0 (#8776 ) #### Summary - Release SigNoz v0.92.0 - Bump SigNoz OTel Collector to v0.129.0	2025-08-13 12:17:43 +05:30
dependabot[bot]	6853f0c99d	chore(deps): bump urllib3 from 2.4.0 to 2.5.0 in /tests/integration (#8296 )	2025-08-13 04:58:39 +00:00
Srikanth Chekuri	3f8a2870e4	fix: `key CONTAINS value` doesn't work for numeric values (#8768 )	2025-08-13 09:59:28 +05:30
Srikanth Chekuri	5fa70ea802	chore: use *_keys tables instead of tag_attributes_v2 for suggestions (#8753 )	2025-08-12 18:10:35 +05:30
Yunus M	3a952fa330	fix: pass metric name to get value suggestions api (#8671 ) * fix: pass metric name to get value suggestions api * feat: add source to get value suggestions	2025-08-11 08:10:31 +00:00
Yunus M	6d97db1d9d	fix: use localstorage value to avoid waiting for pref api to set the toggle state, add shortcut (#8751 )	2025-08-11 10:26:27 +05:30
Shaheer Kochai	5412e7f70b	feat: show count in span details drawer tabs (#8702 ) * feat: show event count in Events tab of SpanDetailsDrawer * feat: add count badges to all SpanDetailsDrawer tabs	2025-08-10 05:39:20 +00:00
aniketio-ctrl	8e5cb9046d	fix(alert): added querier v5 in test notify (#8749 )	2025-08-08 18:01:23 +05:30
Srikanth Chekuri	760eabb2dc	chore: do not return err for meter source temporality (#8750 )	2025-08-08 17:39:06 +05:30
Srikanth Chekuri	35ddaaa2fc	chore: add env to override logs keys table name (#8748 )	2025-08-08 11:34:09 +00:00
nikhilmantri0902	a51ee66c02	Improvement: Added Otel-collector setup for local dev environment (#8701 ) * feat(devenv): add otel-collector support for local development - Add .devenv/docker/otel-collector/ with compose.yaml and config - Add devenv-otel-collector and devenv-up targets to Makefile - Update development.md with otel-collector setup instructions - Add README.md with usage documentation for otel-collector setup This enables developers to run the complete SigNoz stack locally, including the OpenTelemetry Collector for receiving telemetry data on ports 4317 (gRPC) and 4318 (HTTP). * docs: improve collector setup wordings * chore: fixed comment and service name * chore: docker service name updated otel-collector -> signoz-otel-collector	2025-08-08 16:54:05 +05:30
Yunus M	75d189162b	feat: migrate old saved columns keys to name (#8747 )	2025-08-08 14:41:34 +05:30
Yunus M	932918e3a4	feat: meter explorer (#8741 ) * feat: meter explorer * feat: meter explorer * fix: remove meter as data source * fix: change meter-explorer to meter - quick filter * chore: delete test file * fix: failing test cases	2025-08-08 12:03:26 +05:30
Vibhu Pandey	aa3bc16dcb	test(integration): bump requests to 2.32.4 (#8743 )	2025-08-08 00:25:38 +05:30
Yunus M	b5098e00a3	fix: logs explorer - should have atleast 1 column, discard empty key columns (#8740 )	2025-08-07 20:17:34 +05:30
Abhi kumar	20dc561bfe	fix: added fix for query becoming empty on time change (#8739 )	2025-08-07 19:42:07 +05:30
Nityananda Gohain	99bbb87738	chore: add option to ignore data skipping indices (#8738 ) * chore: add option to ignore data skipping indices * fix: update example	2025-08-07 13:21:17 +00:00
Vikrant Gupta	f1ce93171c	feat(telemetrymeter): add support for telemetry meter (#8667 ) * feat(telemetry/meter): added base setup for telemetry meter signal * feat(telemetry/meter): added metadata setup for meter * feat(telemetry/meter): fix stmnt builder tests * feat(telemetry/meter): test query range API fixes * feat(telemetry/meter): improve error messages * feat(telemetrymeter): step interval improvements * feat(telemetrymeter): metadata changes and aggregate attribute changes * feat(telemetrymeter): metadata changes and aggregate attribute changes * feat(telemetrymeter): deprecate the signal and use aggregation instead * feat(telemetrymeter): deprecate the signal and use aggregation instead * feat(telemetrymeter): deprecate the signal and use aggregation instead * feat(telemetrymeter): cleanup the types * feat(telemetrymeter): introduce source for query * feat(telemetrymeter): better naming for source in metadata * feat(telemetrymeter): added quick filters for meter explorer * feat(telemetrymeter): incorporate the new changes to stmnt builder * feat(telemetrymeter): add the statement builder for the ranged cache queries * feat(telemetrymeter): use meter aggregate keys * feat(telemetrymeter): use meter aggregate keys * feat(telemetrymeter): remove meter from complete bools * feat(telemetrymeter): remove meter from complete bools * feat(telemetrymeter): update the quick filters to use meter	2025-08-07 16:50:37 +05:30
Srikanth Chekuri	92794389d6	fix: limit keys for empty search key (#8728 )	2025-08-07 00:34:44 +05:30
Srikanth Chekuri	bd02848623	chore: add sql migration for dashboards, alerts, and saved views (#8642 ) ## 📄 Summary To reliably migrate the alerts and dashboards, we need access to the telemetrystore to fetch some metadata and while doing migration, I need to log some stuff to fix stuff later. Key changes: - Modified the migration to include telemetrystore and a logging provider (open to using a standard logger instead) - To avoid the previous issues with imported dashboards failing during migration, I've ensured that imported JSON files are automatically transformed when migration is active - Implemented detailed logic to handle dashboard migration cleanly and prevent unnecessary errors - Separated the core migration logic from SQL migration code, as users from the dot metrics migration requested shareable code snippets for local migrations. This modular approach allows others to easily reuse the migration functionality. Known: I didn't register the migration yet in this PR, and will not merge this yet, so please review with that in mid.	2025-08-06 23:05:39 +05:30
Abhi kumar	b5016b061b	fix: added fix for key suggestions (#8727 )	2025-08-06 11:48:43 +00:00
Abhi kumar	c308e8668c	fix: added fix for query addon lightmode ui (#8725 )	2025-08-06 16:21:35 +05:30
SagarRajput-7	41ee4176ad	fix: fixed metric aggregation and value retention inconsistency in edit mode (#8718 )	2025-08-06 13:55:16 +05:30
Abhi kumar	994663110d	fix: added fix for query suggestions position (#8719 ) * fix: added fix for query suggestions position * chore: added box-shadows in the dropdowns	2025-08-06 12:48:07 +05:30
Abhi kumar	3a2eab2019	fixes: includes fixes required in the new QB (#8675 ) * fix: removed unused code for querycontext (#8674) * Update frontend/src/utils/queryValidationUtils.ts Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com> * feat: added tooltips in metric aggregations * feat: enabled legend enhancement for explorer pages and alert page * feat: updated the error state in explorer pages with new APIError * fix: cloned panel query shows previous query (#8681) * fix: cloned panel query shows previous query * chore: removed comments * chore: added null check * fix: added fix for auto run query in dashboard panel + trace view issue --------- Co-authored-by: Abhi Kumar <abhikumar@Mac.lan> * feat: added new SubstituteVars api and enable v5 for creating new alerts (#8683) * feat: added new SubstituteVars api and enable v5 for creating new alerts * feat: add warning notification for query response * feat: fixed failing test case * fix: metric histogram UI config state in edit mode * fix: fixed table columns getting duplicate data (#8685) * fix: added fix for conversion of QB function to filter expression. (#8684) * fix: added fix for QB filters for functions * chore: minor fix --------- Co-authored-by: SagarRajput-7 <162284829+SagarRajput-7@users.noreply.github.com> * feat: query builder fixes and enhancement (#8692) * feat: legend format fixes around single and multiple aggregation * feat: fixed table unit and metric units * feat: add fallbacks to columnWidth and columnUnits for old-dashboards * feat: fixed metric edit issue and having filter suggestion duplications * feat: fix and cleanup functions across product for v5 * chore: add tooltips with links to documentation (#8676) * fix: added fix for query validation and empty query error (#8694) * fix: added fix for selected columns being empty in logs explorer (#8709) * feat: added columnUnit changes for old dashboard migrations (#8706) * fix: fixed keyfetching logic (#8712) * chore: lint fix * fix: fixed logs explorer test * feat: fix type checks --------- Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com> Co-authored-by: SagarRajput-7 <sagar@signoz.io> Co-authored-by: Abhi Kumar <abhikumar@Mac.lan> Co-authored-by: SagarRajput-7 <162284829+SagarRajput-7@users.noreply.github.com> Co-authored-by: Srikanth Chekuri <srikanth.chekuri92@gmail.com>	2025-08-06 00:16:20 +05:30
SagarRajput-7	01202b5800	feat: created new error content plugin for QB v5 (#8700 ) * feat: created new error content plugin for QB v5 * feat: added warning popover content for QB v5 feature * feat: icon change for warning * feat: added warning to QB v5 components * feat: fixed type error * feat: fix test cases --------- Co-authored-by: Srikanth Chekuri <srikanth.chekuri92@gmail.com>	2025-08-05 23:45:39 +05:30
Amlan Kumar Nandy	2901e052ae	chore: improve metrics explorer empty state (#8711 )	2025-08-05 20:45:21 +07:00
Amlan Kumar Nandy	372372694e	chore: update home page task tracker for metrics explorer (#8631 )	2025-08-05 11:09:31 +05:30
Shaheer Kochai	8e5b1be106	fix: improve the UX of trying to create a funnel with existing name (#8693 )	2025-08-05 09:29:52 +04:30
Amlan Kumar Nandy	301d9ca4dd	fix: disabling alert from overview page doesn't work (#8640 )	2025-08-05 02:40:19 +00:00
Srikanth Chekuri	f350b0e2f0	chore: add endpoint to replace varibales (#8689 )	2025-08-04 21:02:54 +05:30
nikhilmantri0902	090538f11f	docs: add step to cd into frontend directory before yarn commands (#8696 )	2025-08-04 08:41:19 +00:00
Shaheer Kochai	db13f85a3c	fix: fix the issue of stale pipeline processor state while switching between different processors (#8661 )	2025-08-04 05:58:51 +00:00
Vibhu Pandey	3d874c22b0	chore(resp): add omitempty to timestamp (#8688 ) For the requestType: Trace, we don't care about the timestamp in the rawRow. - Handling Zero timestamp values in the rawData response - simplify RawRow `map[string]*any` to `map[string]any` and eliminate unnecessary pointer indirection.	2025-08-03 17:18:51 +05:30
Vibhu Pandey	e68ce11183	test(integration): add traces integration tests (#8666 ) - add integration tests for traces listing page	2025-07-31 15:42:34 +05:30
Yunus M	587b0ef6c4	Sign In / Sign Up UI updates (#8562 ) * feat: update login page UI * feat: update login and signup page UI * chore: font optimization * feat: update test cases for login * feat: address review comments * feat: remove playwright report file * fix: fix the failing login test --------- Co-authored-by: ahmadshaheer <ashaheerki@gmail.com>	2025-07-31 13:33:42 +05:30
Yunus M	bb6c366031	feat: new query builder (#8466 )	2025-07-31 12:16:55 +05:30
Srikanth Chekuri	5c1f070d8f	chore: use new querier for v5 versioned alerts (#8650 )	2025-07-30 19:25:27 +05:30
Vishal Sharma	1ce150d4b0	chore: add unsupported saml list (#8665 )	2025-07-30 17:08:27 +05:30