# OpenObserve Documentation

> OpenObserve (O2) is a cloud-native observability platform that unifies logs, metrics, and traces into a single solution, built for petabyte scale with up to 140x lower storage cost than Elasticsearch.

## Getting started

- [OpenObserve - Cloud Native Observability Platform for Logs, Metrics, and Traces](https://openobserve.ai/docs/index.md)
- [Quickstart](https://openobserve.ai/docs/getting-started/index.md)
- [Architecture](https://openobserve.ai/docs/architecture/index.md)

## User guide

- [User Guide](https://openobserve.ai/docs/user-guide/index.md)
- [Concepts](https://openobserve.ai/docs/user-guide/concepts/index.md)
- [RUM (Real User Monitoring)](https://openobserve.ai/docs/user-guide/rum/index.md)
- [Streams](https://openobserve.ai/docs/user-guide/streams/index.md)
- [Users](https://openobserve.ai/docs/user-guide/users/index.md)
- [AI Credits (Cloud)](https://openobserve.ai/docs/user-guide/account-administration/cloud-ai-credits/index.md)
- [Work group v2](https://openobserve.ai/docs/user-guide/account-administration/work-group-v2/index.md)
- [Work group](https://openobserve.ai/docs/user-guide/account-administration/work-group/index.md)
- [Identity and Access Management Overview](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/index.md)
- [Enable Role-Based Access Control (RBAC) in Enterprise Edition](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/enable-rbac-in-openobserve-enterprise/index.md)
- [Ingestion Tokens](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/ingestion-tokens/index.md)
- [Keycloak SSO](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/keycloak-sso/index.md)
- [Organizations](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/organizations/index.md)
- [Role-Based Access Control (RBAC)](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/role-based-access-control/index.md)
- [Single Sign-On (SSO)](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/sso/index.md)
- [Manage Users & Passwords](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/update-password/index.md)
- [Quotas Overview](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/quotas/index.md)
- [How Quotas Work](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/quotas/how-quotas-work/index.md)
- [Quotas](https://openobserve.ai/docs/user-guide/account-administration/identity-and-access-management/quotas/quotas/index.md)
- [Management Overview](https://openobserve.ai/docs/user-guide/account-administration/management/index.md)
- [Streaming Aggregation](https://openobserve.ai/docs/user-guide/account-administration/management/aggregation-cache/index.md)
- [Alert Destinations](https://openobserve.ai/docs/user-guide/account-administration/management/alert-destinations/index.md)
- [Audit trail](https://openobserve.ai/docs/user-guide/account-administration/management/audit-trail/index.md)
- [Cipher Keys](https://openobserve.ai/docs/user-guide/account-administration/management/cipher-keys/index.md)
- [Correlation Settings](https://openobserve.ai/docs/user-guide/account-administration/management/correlation-settings/index.md)
- [General Settings](https://openobserve.ai/docs/user-guide/account-administration/management/general-settings/index.md)
- [License Management](https://openobserve.ai/docs/user-guide/account-administration/management/lincense/index.md)
- [Nodes in OpenObserve](https://openobserve.ai/docs/user-guide/account-administration/management/nodes/index.md)
- [Query Management](https://openobserve.ai/docs/user-guide/account-administration/management/query-management/index.md)
- [Sensitive Data Redaction](https://openobserve.ai/docs/user-guide/account-administration/management/sensitive-data-redaction/index.md)
- [SSO Domain Restrictions](https://openobserve.ai/docs/user-guide/account-administration/management/sso-domain-restrictions/index.md)
- [Streaming Search](https://openobserve.ai/docs/user-guide/account-administration/management/streaming-search/index.md)
- [Templates](https://openobserve.ai/docs/user-guide/account-administration/management/templates/index.md)
- [Profile Overview](https://openobserve.ai/docs/user-guide/account-administration/profile/index.md)
- [UI Languages in OpenObserve](https://openobserve.ai/docs/user-guide/account-administration/profile/language/index.md)
- [SIEM Platform - Security Information and Event Management Solution | OpenObserve](https://openobserve.ai/docs/user-guide/advanced/siem/index.md)
- [Best Practices](https://openobserve.ai/docs/user-guide/advanced/best-practices/index.md)
- [Ensure the S3 Configuration is Correct](https://openobserve.ai/docs/user-guide/advanced/best-practices/ensure-the-S3-Configuration-is-correct/index.md)
- [Prevent UI Crashes From Large Queries](https://openobserve.ai/docs/user-guide/advanced/best-practices/prevent-ui-crashes-from-large-queries/index.md)
- [Performance Overview](https://openobserve.ai/docs/user-guide/advanced/query-tuning/index.md)
- [Broadcast Join](https://openobserve.ai/docs/user-guide/advanced/query-tuning/broadcast-join/index.md)
- [Configure Disk Cache Eviction Strategy](https://openobserve.ai/docs/user-guide/advanced/query-tuning/disk-cache-strategy/index.md)
- [Download Manager](https://openobserve.ai/docs/user-guide/advanced/query-tuning/download-manager/index.md)
- [Monitor Download Queue Size and Disk Cache Metrics](https://openobserve.ai/docs/user-guide/advanced/query-tuning/monitor-download-queue-size-and-disk-cache-metrics/index.md)
- [Result Cache](https://openobserve.ai/docs/user-guide/advanced/query-tuning/result-cache/index.md)
- [Tantivy Index](https://openobserve.ai/docs/user-guide/advanced/query-tuning/tantivy-index/index.md)
- [Alerts Overview](https://openobserve.ai/docs/user-guide/analytics/alerts/index.md)
- [Alert Conditions and Filters](https://openobserve.ai/docs/user-guide/analytics/alerts/alert-conditions/index.md)
- [Alert History](https://openobserve.ai/docs/user-guide/analytics/alerts/alert-history/index.md)
- [Anomaly Detection](https://openobserve.ai/docs/user-guide/analytics/alerts/anomaly-detection/index.md)
- [Import and Export Alerts](https://openobserve.ai/docs/user-guide/analytics/alerts/import-export-alerts/index.md)
- [Real-time Alerts](https://openobserve.ai/docs/user-guide/analytics/alerts/real-time-alerts/index.md)
- [Scheduled Alerts](https://openobserve.ai/docs/user-guide/analytics/alerts/scheduled-alerts/index.md)
- [Dashboards Overview](https://openobserve.ai/docs/user-guide/analytics/dashboards/index.md)
- [Move and Export Dashboards in Bulk](https://openobserve.ai/docs/user-guide/analytics/dashboards/bulk-move-and-export-dashboards/index.md)
- [Comparison Against in Dashboards](https://openobserve.ai/docs/user-guide/analytics/dashboards/comparison-against-in-dashboards/index.md)
- [Dashboards in OpenObserve](https://openobserve.ai/docs/user-guide/analytics/dashboards/dashboards-in-openobserve/index.md)
- [Histogram Caching](https://openobserve.ai/docs/user-guide/analytics/dashboards/histogram-caching/index.md)
- [Manage Dashboards](https://openobserve.ai/docs/user-guide/analytics/dashboards/manage-dashboards/index.md)
- [Config Overview](https://openobserve.ai/docs/user-guide/analytics/dashboards/config/index.md)
- [Legend and gridline](https://openobserve.ai/docs/user-guide/analytics/dashboards/config/legend-and-gridline/index.md)
- [Pivot Table](https://openobserve.ai/docs/user-guide/analytics/dashboards/config/pivot-table/index.md)
- [Show Field as JSON](https://openobserve.ai/docs/user-guide/analytics/dashboards/config/show-field-as-json/index.md)
- [Show Symbol](https://openobserve.ai/docs/user-guide/analytics/dashboards/config/show-symbol/index.md)
- [Trellis Layout](https://openobserve.ai/docs/user-guide/analytics/dashboards/config/trellis-layout/index.md)
- [Custom Charts Overview](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/index.md)
- [Event Handlers and Custom Functions](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/custom-charts-event-handlers-and-custom-functions/index.md)
- [Custom Charts with Flat Data](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/custom-charts-flat-data/index.md)
- [Custom Charts for Metrics Using Multiple PromQL Queries](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/custom-charts-for-metrics-using-multiple-promql-queries/index.md)
- [Custom Charts for Metrics Using PromQL](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/custom-charts-for-metrics-using-promql/index.md)
- [Custom Charts with Nested Data](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/custom-charts-nested-data/index.md)
- [What Are Custom Charts](https://openobserve.ai/docs/user-guide/analytics/dashboards/custom-charts/what-are-custom-charts/index.md)
- [Index](https://openobserve.ai/docs/user-guide/analytics/dashboards/filters/index.md)
- [Filters](https://openobserve.ai/docs/user-guide/analytics/dashboards/filters/filters/index.md)
- [Panels Overview](https://openobserve.ai/docs/user-guide/analytics/dashboards/panels/index.md)
- [Multi-Query Support](https://openobserve.ai/docs/user-guide/analytics/dashboards/panels/multi-query-support/index.md)
- [Manage Panels](https://openobserve.ai/docs/user-guide/analytics/dashboards/panels/panel-management/index.md)
- [Table Chart](https://openobserve.ai/docs/user-guide/analytics/dashboards/panels/table-chart/index.md)
- [Troubleshooting](https://openobserve.ai/docs/user-guide/analytics/dashboards/panels/troubleshooting/index.md)
- [Variables Overview](https://openobserve.ai/docs/user-guide/analytics/dashboards/variables/index.md)
- [Variable Dependencies](https://openobserve.ai/docs/user-guide/analytics/dashboards/variables/variable-dependencies/index.md)
- [Variable Types](https://openobserve.ai/docs/user-guide/analytics/dashboards/variables/variable-types/index.md)
- [Variables in OpenObserve](https://openobserve.ai/docs/user-guide/analytics/dashboards/variables/variables-in-openobserve/index.md)
- [Incident Management](https://openobserve.ai/docs/user-guide/analytics/incidents/index.md)
- [Reports Overview](https://openobserve.ai/docs/user-guide/analytics/reports/index.md)
- [Auto Run](https://openobserve.ai/docs/user-guide/data-exploration/auto-run-query/index.md)
- [Cross-Linking](https://openobserve.ai/docs/user-guide/data-exploration/cross-linking/index.md)
- [OpenObserve Query Examples | OpenObserve](https://openobserve.ai/docs/user-guide/data-exploration/example-queries/index.md)
- [Telemetry](https://openobserve.ai/docs/user-guide/data-exploration/telemetry/index.md)
- [Federated Search Overview](https://openobserve.ai/docs/user-guide/data-exploration/federated-search/index.md)
- [Federated Search Architecture](https://openobserve.ai/docs/user-guide/data-exploration/federated-search/federated-search-architecture/index.md)
- [How to Use Federated Search](https://openobserve.ai/docs/user-guide/data-exploration/federated-search/how-to-use-federated-search/index.md)
- [Logs Overview](https://openobserve.ai/docs/user-guide/data-exploration/logs/index.md)
- [Explain and Analyze Query](https://openobserve.ai/docs/user-guide/data-exploration/logs/explain-analyze-query/index.md)
- [Insights](https://openobserve.ai/docs/user-guide/data-exploration/logs/insights/index.md)
- [Log Patterns](https://openobserve.ai/docs/user-guide/data-exploration/logs/log-patterns/index.md)
- [Logs in OpenObserve](https://openobserve.ai/docs/user-guide/data-exploration/logs/logs/index.md)
- [Quick Mode and Interesting Fields](https://openobserve.ai/docs/user-guide/data-exploration/logs/quickmode/index.md)
- [Refresh Cache Run Query](https://openobserve.ai/docs/user-guide/data-exploration/logs/refresh-cache-run-query/index.md)
- [Search Around](https://openobserve.ai/docs/user-guide/data-exploration/logs/search-around/index.md)
- [Metrics Overview](https://openobserve.ai/docs/user-guide/data-exploration/metrics/index.md)
- [Downsampling Metrics](https://openobserve.ai/docs/user-guide/data-exploration/metrics/downsampling-metrics/index.md)
- [File Access Time](https://openobserve.ai/docs/user-guide/data-exploration/metrics/file-access-time-metric/index.md)
- [Overview](https://openobserve.ai/docs/user-guide/data-exploration/rum/index.md)
- [Advanced Features](https://openobserve.ai/docs/user-guide/data-exploration/rum/advanced-features/index.md)
- [Best Practices](https://openobserve.ai/docs/user-guide/data-exploration/rum/best-practices/index.md)
- [Error Tracking](https://openobserve.ai/docs/user-guide/data-exploration/rum/error-tracking/index.md)
- [Metrics Reference](https://openobserve.ai/docs/user-guide/data-exploration/rum/metrics-reference/index.md)
- [RUM Overview](https://openobserve.ai/docs/user-guide/data-exploration/rum/overview/index.md)
- [Performance Monitoring](https://openobserve.ai/docs/user-guide/data-exploration/rum/performance-monitoring/index.md)
- [Session Replay](https://openobserve.ai/docs/user-guide/data-exploration/rum/session-replay/index.md)
- [Session Tracking](https://openobserve.ai/docs/user-guide/data-exploration/rum/sessions/index.md)
- [Setup Guide](https://openobserve.ai/docs/user-guide/data-exploration/rum/setup/index.md)
- [RUM Source Maps - Deobfuscate JavaScript Error Stack Traces | OpenObserve](https://openobserve.ai/docs/user-guide/data-exploration/rum/source-map/index.md)
- [Troubleshooting](https://openobserve.ai/docs/user-guide/data-exploration/rum/troubleshooting-guide/index.md)
- [Use Cases](https://openobserve.ai/docs/user-guide/data-exploration/rum/use-cases/index.md)
- [Traces Overview](https://openobserve.ai/docs/user-guide/data-exploration/traces/index.md)
- [Service Catalog](https://openobserve.ai/docs/user-guide/data-exploration/traces/service-catalog/index.md)
- [Service Graph](https://openobserve.ai/docs/user-guide/data-exploration/traces/service-graph/index.md)
- [Traces in OpenObserve](https://openobserve.ai/docs/user-guide/data-exploration/traces/traces/index.md)
- [Actions Overview](https://openobserve.ai/docs/user-guide/data-processing/actions/index.md)
- [Actions in OpenObserve](https://openobserve.ai/docs/user-guide/data-processing/actions/actions-in-openobserve/index.md)
- [Create and Use Real-time Actions](https://openobserve.ai/docs/user-guide/data-processing/actions/create-and-use-real-time-actions/index.md)
- [Create and Use Scheduled Actions](https://openobserve.ai/docs/user-guide/data-processing/actions/create-and-use-scheduled-actions/index.md)
- [Declare Python Dependencies in Actions](https://openobserve.ai/docs/user-guide/data-processing/actions/declare-python-dependencies-in-O2-actions/index.md)
- [Environment Variables in Actions](https://openobserve.ai/docs/user-guide/data-processing/actions/environment-variables-in-actions/index.md)
- [Enrichment Tables Overview](https://openobserve.ai/docs/user-guide/data-processing/enrichment-tables/index.md)
- [Example functions](https://openobserve.ai/docs/user-guide/data-processing/enrichment-tables/enrichment-example/index.md)
- [Upload, Caching, and Restart Behavior](https://openobserve.ai/docs/user-guide/data-processing/enrichment-tables/enrichment-table-upload-recovery/index.md)
- [Create and Use Enrichment Tables](https://openobserve.ai/docs/user-guide/data-processing/enrichment-tables/enrichment/index.md)
- [Functions Overview](https://openobserve.ai/docs/user-guide/data-processing/functions/index.md)
- [Functions in OpenObserve](https://openobserve.ai/docs/user-guide/data-processing/functions/functions-in-openobserve/index.md)
- [OpenObserve Python SDK](https://openobserve.ai/docs/user-guide/data-processing/opentelemetry/openobserve-python-sdk/index.md)
- [Pipelines Overview](https://openobserve.ai/docs/user-guide/data-processing/pipelines/index.md)
- [Configurable Delay in Scheduled Pipelines](https://openobserve.ai/docs/user-guide/data-processing/pipelines/configurable-delay-in-scheduled-pipelines/index.md)
- [Create and Use Real-time Pipeline](https://openobserve.ai/docs/user-guide/data-processing/pipelines/create-and-use-real-time-pipeline/index.md)
- [Create and Use Scheduled Pipeline](https://openobserve.ai/docs/user-guide/data-processing/pipelines/create-and-use-scheduled-pipeline/index.md)
- [Import and Export Pipelines](https://openobserve.ai/docs/user-guide/data-processing/pipelines/import-and-export-pipelines/index.md)
- [Manage Pipelines](https://openobserve.ai/docs/user-guide/data-processing/pipelines/manage-pipelines/index.md)
- [Pipeline history](https://openobserve.ai/docs/user-guide/data-processing/pipelines/pipeline-history/index.md)
- [Pipelines in OpenObserve](https://openobserve.ai/docs/user-guide/data-processing/pipelines/pipelines/index.md)
- [Remote Destination](https://openobserve.ai/docs/user-guide/data-processing/pipelines/remote-destination/index.md)
- [Use pipelines](https://openobserve.ai/docs/user-guide/data-processing/pipelines/use-pipelines/index.md)
- [Streams Overview](https://openobserve.ai/docs/user-guide/data-processing/streams/index.md)
- [Field and Index Types in Streams](https://openobserve.ai/docs/user-guide/data-processing/streams/data-type-and-index-type-in-streams/index.md)
- [Distinct Values](https://openobserve.ai/docs/user-guide/data-processing/streams/distinct-values/index.md)
- [Extended Retention](https://openobserve.ai/docs/user-guide/data-processing/streams/extended-retention/index.md)
- [Query Recommendations Stream](https://openobserve.ai/docs/user-guide/data-processing/streams/query-recommendations/index.md)
- [Schema Settings](https://openobserve.ai/docs/user-guide/data-processing/streams/schema-settings/index.md)
- [Stream Details](https://openobserve.ai/docs/user-guide/data-processing/streams/stream-details/index.md)
- [Streams in OpenObserve](https://openobserve.ai/docs/user-guide/data-processing/streams/streams-in-openobserve/index.md)
- [Summary Streams](https://openobserve.ai/docs/user-guide/data-processing/streams/summary-streams/index.md)

## Ingestion

- [Ingestion Overview](https://openobserve.ai/docs/ingestion/index.md)
- [Ingestion format support](https://openobserve.ai/docs/ingestion/ingestion-format-support/index.md)
- [Log Ingestion Methods for Centralized Logging | OpenObserve](https://openobserve.ai/docs/ingestion/logs/index.md)
- [Curl](https://openobserve.ai/docs/ingestion/logs/curl/index.md)
- [Filebeat](https://openobserve.ai/docs/ingestion/logs/filebeat/index.md)
- [Fluent-bit](https://openobserve.ai/docs/ingestion/logs/fluent-bit/index.md)
- [Fluentd](https://openobserve.ai/docs/ingestion/logs/fluentd/index.md)
- [Go](https://openobserve.ai/docs/ingestion/logs/go/index.md)
- [Kinesis Firehose](https://openobserve.ai/docs/ingestion/logs/kinesis-firehose/index.md)
- [otel-collector](https://openobserve.ai/docs/ingestion/logs/otlp/index.md)
- [Python](https://openobserve.ai/docs/ingestion/logs/python/index.md)
- [Syslog](https://openobserve.ai/docs/ingestion/logs/syslog/index.md)
- [Vector](https://openobserve.ai/docs/ingestion/logs/vector/index.md)
- [Index](https://openobserve.ai/docs/ingestion/metrics/index.md)
- [Prometheus](https://openobserve.ai/docs/ingestion/metrics/prometheus/index.md)
- [Telegraf](https://openobserve.ai/docs/ingestion/metrics/telegraf/index.md)
- [Index](https://openobserve.ai/docs/ingestion/traces/index.md)
- [Go](https://openobserve.ai/docs/ingestion/traces/go/index.md)
- [Node.js](https://openobserve.ai/docs/ingestion/traces/nodejs/index.md)
- [OBI (eBPF zero-code)](https://openobserve.ai/docs/ingestion/traces/obi/index.md)
- [OpenTelemetry](https://openobserve.ai/docs/ingestion/traces/opentelemetry/index.md)
- [Python](https://openobserve.ai/docs/ingestion/traces/python/index.md)
- [Rust](https://openobserve.ai/docs/ingestion/traces/rust/index.md)
- [Typescript](https://openobserve.ai/docs/ingestion/traces/typescript/index.md)

## Integrations

- [Integrations Overview](https://openobserve.ai/docs/integration/index.md)
- [AI & LLM Observability Integrations - Frameworks, Providers, Gateways | OpenObserve](https://openobserve.ai/docs/integration/ai/index.md)
- [Claude Code](https://openobserve.ai/docs/integration/ai/claude-code-tracing/index.md)
- [Custom AI Toolsets](https://openobserve.ai/docs/integration/ai/custom-toolsets/index.md)
- [LLM Applications](https://openobserve.ai/docs/integration/ai/llm-applications/index.md)
- [LLM Evaluations](https://openobserve.ai/docs/integration/ai/llm-evaluations/index.md)
- [Model Pricing](https://openobserve.ai/docs/integration/ai/model-pricing/index.md)
- [AI Framework Observability - LangChain, CrewAI, LlamaIndex, AutoGen | OpenObserve](https://openobserve.ai/docs/integration/ai/frameworks/index.md)
- [Agno](https://openobserve.ai/docs/integration/ai/frameworks/agno/index.md)
- [Amazon Bedrock AgentCore](https://openobserve.ai/docs/integration/ai/frameworks/amazon-bedrock-agentcore/index.md)
- [Amazon Bedrock Agents](https://openobserve.ai/docs/integration/ai/frameworks/amazon-bedrock-agents/index.md)
- [AutoGen](https://openobserve.ai/docs/integration/ai/frameworks/autogen/index.md)
- [BeeAI](https://openobserve.ai/docs/integration/ai/frameworks/beeai/index.md)
- [Claude Agent SDK](https://openobserve.ai/docs/integration/ai/frameworks/claude-agent-sdk/index.md)
- [CrewAI](https://openobserve.ai/docs/integration/ai/frameworks/crewai/index.md)
- [LangChain DeepAgents](https://openobserve.ai/docs/integration/ai/frameworks/deepagents/index.md)
- [DSPy](https://openobserve.ai/docs/integration/ai/frameworks/dspy/index.md)
- [Google ADK](https://openobserve.ai/docs/integration/ai/frameworks/google-adk/index.md)
- [Haystack](https://openobserve.ai/docs/integration/ai/frameworks/haystack/index.md)
- [Instructor](https://openobserve.ai/docs/integration/ai/frameworks/instructor/index.md)
- [Koog](https://openobserve.ai/docs/integration/ai/frameworks/koog/index.md)
- [LangChain](https://openobserve.ai/docs/integration/ai/frameworks/langchain/index.md)
- [LangGraph](https://openobserve.ai/docs/integration/ai/frameworks/langgraph/index.md)
- [LangServe](https://openobserve.ai/docs/integration/ai/frameworks/langserve/index.md)
- [LiteLLM](https://openobserve.ai/docs/integration/ai/frameworks/litellm/index.md)
- [LiveKit](https://openobserve.ai/docs/integration/ai/frameworks/livekit/index.md)
- [LlamaIndex Workflows](https://openobserve.ai/docs/integration/ai/frameworks/llamaindex-workflows/index.md)
- [LlamaIndex](https://openobserve.ai/docs/integration/ai/frameworks/llamaindex/index.md)
- [Mastra](https://openobserve.ai/docs/integration/ai/frameworks/mastra/index.md)
- [Microsoft Agent Framework](https://openobserve.ai/docs/integration/ai/frameworks/microsoft-agent-framework/index.md)
- [Mirascope](https://openobserve.ai/docs/integration/ai/frameworks/mirascope/index.md)
- [OpenAI Agents](https://openobserve.ai/docs/integration/ai/frameworks/openai-agents/index.md)
- [Pipecat](https://openobserve.ai/docs/integration/ai/frameworks/pipecat/index.md)
- [Pydantic AI](https://openobserve.ai/docs/integration/ai/frameworks/pydantic-ai/index.md)
- [Quarkus LangChain4j](https://openobserve.ai/docs/integration/ai/frameworks/quarkus-langchain4j/index.md)
- [Ragas](https://openobserve.ai/docs/integration/ai/frameworks/ragas/index.md)
- [Restate](https://openobserve.ai/docs/integration/ai/frameworks/restate/index.md)
- [Semantic Kernel](https://openobserve.ai/docs/integration/ai/frameworks/semantic-kernel/index.md)
- [SmolAgents](https://openobserve.ai/docs/integration/ai/frameworks/smolagents/index.md)
- [Spring AI](https://openobserve.ai/docs/integration/ai/frameworks/spring-ai/index.md)
- [Strands Agents](https://openobserve.ai/docs/integration/ai/frameworks/strands-agents/index.md)
- [Swiftide](https://openobserve.ai/docs/integration/ai/frameworks/swiftide/index.md)
- [Temporal](https://openobserve.ai/docs/integration/ai/frameworks/temporal/index.md)
- [Vercel AI SDK](https://openobserve.ai/docs/integration/ai/frameworks/vercel-ai-sdk/index.md)
- [VoltAgent](https://openobserve.ai/docs/integration/ai/frameworks/voltagent/index.md)
- [AI Gateway Observability - Portkey, LiteLLM Proxy, OpenRouter, Kong | OpenObserve](https://openobserve.ai/docs/integration/ai/gateways/index.md)
- [Anannas](https://openobserve.ai/docs/integration/ai/gateways/anannas/index.md)
- [Kong Gateway](https://openobserve.ai/docs/integration/ai/gateways/kong-gateway/index.md)
- [LiteLLM Proxy](https://openobserve.ai/docs/integration/ai/gateways/litellm-proxy/index.md)
- [OpenRouter](https://openobserve.ai/docs/integration/ai/gateways/openrouter/index.md)
- [Portkey](https://openobserve.ai/docs/integration/ai/gateways/portkey/index.md)
- [Vercel AI Gateway](https://openobserve.ai/docs/integration/ai/gateways/vercel-ai-gateway/index.md)
- [MCP Overview](https://openobserve.ai/docs/integration/ai/mcp/index.md)
- [Claude code CLI](https://openobserve.ai/docs/integration/ai/mcp/claude/index.md)
- [No-Code AI Platform Observability - n8n, Flowise, LangFlow, OpenWebUI | OpenObserve](https://openobserve.ai/docs/integration/ai/no-code/index.md)
- [Codename Goose](https://openobserve.ai/docs/integration/ai/no-code/codename-goose/index.md)
- [Flowise](https://openobserve.ai/docs/integration/ai/no-code/flowise/index.md)
- [Langflow](https://openobserve.ai/docs/integration/ai/no-code/langflow/index.md)
- [LobeChat](https://openobserve.ai/docs/integration/ai/no-code/lobechat/index.md)
- [n8n](https://openobserve.ai/docs/integration/ai/no-code/n8n/index.md)
- [Open WebUI](https://openobserve.ai/docs/integration/ai/no-code/openwebui/index.md)
- [Vapi](https://openobserve.ai/docs/integration/ai/no-code/vapi/index.md)
- [LLM Provider Observability - OpenAI, Anthropic, Gemini, Mistral, Ollama | OpenObserve](https://openobserve.ai/docs/integration/ai/providers/index.md)
- [Amazon Bedrock](https://openobserve.ai/docs/integration/ai/providers/amazon-bedrock/index.md)
- [Anthropic (JS/TS)](https://openobserve.ai/docs/integration/ai/providers/anthropic-js/index.md)
- [Anthropic (Python)](https://openobserve.ai/docs/integration/ai/providers/anthropic/index.md)
- [Azure AI Foundry](https://openobserve.ai/docs/integration/ai/providers/azure-ai-foundry/index.md)
- [BytePlus ModelArk](https://openobserve.ai/docs/integration/ai/providers/byteplus/index.md)
- [Cerebras](https://openobserve.ai/docs/integration/ai/providers/cerebras/index.md)
- [Cohere](https://openobserve.ai/docs/integration/ai/providers/cohere/index.md)
- [CometAPI](https://openobserve.ai/docs/integration/ai/providers/cometapi/index.md)
- [Databricks](https://openobserve.ai/docs/integration/ai/providers/databricks/index.md)
- [DeepSeek](https://openobserve.ai/docs/integration/ai/providers/deepseek/index.md)
- [Fireworks AI](https://openobserve.ai/docs/integration/ai/providers/fireworks/index.md)
- [Google Gemini](https://openobserve.ai/docs/integration/ai/providers/google-gemini/index.md)
- [Groq](https://openobserve.ai/docs/integration/ai/providers/groq/index.md)
- [HuggingFace](https://openobserve.ai/docs/integration/ai/providers/huggingface/index.md)
- [Mistral](https://openobserve.ai/docs/integration/ai/providers/mistral/index.md)
- [Novita AI](https://openobserve.ai/docs/integration/ai/providers/novita/index.md)
- [Ollama](https://openobserve.ai/docs/integration/ai/providers/ollama/index.md)
- [OpenAI Assistants API](https://openobserve.ai/docs/integration/ai/providers/openai-assistants/index.md)
- [OpenAI (JS/TS)](https://openobserve.ai/docs/integration/ai/providers/openai-js/index.md)
- [OpenAI (Python)](https://openobserve.ai/docs/integration/ai/providers/openai/index.md)
- [Together AI](https://openobserve.ai/docs/integration/ai/providers/together-ai/index.md)
- [vLLM](https://openobserve.ai/docs/integration/ai/providers/vllm/index.md)
- [xAI Grok](https://openobserve.ai/docs/integration/ai/providers/xai-grok/index.md)
- [AI Developer Tools Observability - Promptfoo, Milvus, Firecrawl, PostHog | OpenObserve](https://openobserve.ai/docs/integration/ai/tools/index.md)
- [Cognee](https://openobserve.ai/docs/integration/ai/tools/cognee/index.md)
- [Exa](https://openobserve.ai/docs/integration/ai/tools/exa/index.md)
- [Firecrawl](https://openobserve.ai/docs/integration/ai/tools/firecrawl/index.md)
- [Gradio](https://openobserve.ai/docs/integration/ai/tools/gradio/index.md)
- [LibreChat](https://openobserve.ai/docs/integration/ai/tools/librechat/index.md)
- [mcp-use](https://openobserve.ai/docs/integration/ai/tools/mcp-use/index.md)
- [Milvus](https://openobserve.ai/docs/integration/ai/tools/milvus/index.md)
- [Mixpanel](https://openobserve.ai/docs/integration/ai/tools/mixpanel/index.md)
- [Parallel](https://openobserve.ai/docs/integration/ai/tools/parallel/index.md)
- [PostHog](https://openobserve.ai/docs/integration/ai/tools/posthog/index.md)
- [Promptfoo](https://openobserve.ai/docs/integration/ai/tools/promptfoo/index.md)
- [Trubrics](https://openobserve.ai/docs/integration/ai/tools/trubrics/index.md)
- [Zapier](https://openobserve.ai/docs/integration/ai/tools/zapier/index.md)
- [Integration with Cloudflare](https://openobserve.ai/docs/integration/cloud/cloudflare/index.md)
- [Heroku Application Logs Integration Guide](https://openobserve.ai/docs/integration/cloud/heroku/index.md)
- [Vercel Application Logs Integration Guide](https://openobserve.ai/docs/integration/cloud/vercel/index.md)
- [AWS Integrations Overview](https://openobserve.ai/docs/integration/cloud/aws/index.md)
- [Application Load Balancer(ALB)](https://openobserve.ai/docs/integration/cloud/aws/alb/index.md)
- [API Gateway logs](https://openobserve.ai/docs/integration/cloud/aws/api-gateway/index.md)
- [Amazon CloudFront](https://openobserve.ai/docs/integration/cloud/aws/cdn/index.md)
- [AWS Cloudwatch logs](https://openobserve.ai/docs/integration/cloud/aws/cloudwatch-logs/index.md)
- [AWS Cloudwatch metrics](https://openobserve.ai/docs/integration/cloud/aws/cloudwatch-metrics/index.md)
- [Amazon Cognito](https://openobserve.ai/docs/integration/cloud/aws/cognito/index.md)
- [Amazon EC2](https://openobserve.ai/docs/integration/cloud/aws/ec2/index.md)
- [Amazon Elastic Container Service (ECS)](https://openobserve.ai/docs/integration/cloud/aws/ecs/index.md)
- [Amazon EventBridge](https://openobserve.ai/docs/integration/cloud/aws/eventbridge/index.md)
- [Amazon Lambda Function](https://openobserve.ai/docs/integration/cloud/aws/lambda/index.md)
- [AWS Network Firewall](https://openobserve.ai/docs/integration/cloud/aws/network-firewall/index.md)
- [Complete AWS Integration (Quick Setup)](https://openobserve.ai/docs/integration/cloud/aws/quick-setup/index.md)
- [Amazon Relational Database Service (RDS)](https://openobserve.ai/docs/integration/cloud/aws/rds/index.md)
- [AWS Route 53](https://openobserve.ai/docs/integration/cloud/aws/route-53/index.md)
- [Amazon Virtual Private Cloud](https://openobserve.ai/docs/integration/cloud/aws/vpc-flow/index.md)
- [AWS Web Application Firewall (WAF)](https://openobserve.ai/docs/integration/cloud/aws/waf/index.md)
- [Azure Integrations Overview](https://openobserve.ai/docs/integration/cloud/azure/index.md)
- [Azure Activity Logs](https://openobserve.ai/docs/integration/cloud/azure/activity-logs/index.md)
- [GCP Integrations Overview](https://openobserve.ai/docs/integration/cloud/gcp/index.md)
- [Google Cloud Run](https://openobserve.ai/docs/integration/cloud/gcp/cloud-run/index.md)
- [GCP Logs](https://openobserve.ai/docs/integration/cloud/gcp/gcp-logs/index.md)
- [Apache Airflow Integration Guide](https://openobserve.ai/docs/integration/data-pipeline/airflow/index.md)
- [Cribl Integration Guide](https://openobserve.ai/docs/integration/data-pipeline/cribl/index.md)
- [MuleSoft AMC Logs Integration Guide](https://openobserve.ai/docs/integration/data-pipeline/mulesoft/index.md)
- [Database Integrations Overview](https://openobserve.ai/docs/integration/database/index.md)
- [Aerospike](https://openobserve.ai/docs/integration/database/aerospike/index.md)
- [Cassandra](https://openobserve.ai/docs/integration/database/cassandra/index.md)
- [Amazon DynamoDB](https://openobserve.ai/docs/integration/database/dynamodb/index.md)
- [MongoDB](https://openobserve.ai/docs/integration/database/mongodb/index.md)
- [MySQL](https://openobserve.ai/docs/integration/database/mysql/index.md)
- [Oracle Database](https://openobserve.ai/docs/integration/database/oracle/index.md)
- [PostgreSQL](https://openobserve.ai/docs/integration/database/postgresql/index.md)
- [Redis](https://openobserve.ai/docs/integration/database/redis/index.md)
- [Snowflake](https://openobserve.ai/docs/integration/database/snowflake/index.md)
- [Apache Zookeeper](https://openobserve.ai/docs/integration/database/zookeeper/index.md)
- [DevOps Integrations Overview](https://openobserve.ai/docs/integration/devops/index.md)
- [Ansible](https://openobserve.ai/docs/integration/devops/ansible/index.md)
- [Github Actions](https://openobserve.ai/docs/integration/devops/github-actions/index.md)
- [Jenkins](https://openobserve.ai/docs/integration/devops/jenkins/index.md)
- [Terraform](https://openobserve.ai/docs/integration/devops/terraform/index.md)
- [Message Queues](https://openobserve.ai/docs/integration/message-brokers/index.md)
- [Kafka](https://openobserve.ai/docs/integration/message-brokers/kafka/index.md)
- [NATS](https://openobserve.ai/docs/integration/message-brokers/nats/index.md)
- [RabbitMQ](https://openobserve.ai/docs/integration/message-brokers/rabbitmq/index.md)
- [Security Integraions](https://openobserve.ai/docs/integration/security/index.md)
- [Microsoft 365](https://openobserve.ai/docs/integration/security/microsoft365/index.md)
- [Servers Integrations Overview](https://openobserve.ai/docs/integration/servers/index.md)
- [Nginx](https://openobserve.ai/docs/integration/servers/nginx/index.md)
- [Oracle Weblogic](https://openobserve.ai/docs/integration/servers/weblogic/index.md)
- [Kubernetes Monitoring - K8s Cluster Monitoring and Container Observability | OpenObserve](https://openobserve.ai/docs/integration/system/k8s/index.md)
- [Linux Server Monitoring - System Logs and Performance Metrics | OpenObserve](https://openobserve.ai/docs/integration/system/linux/index.md)
- [Windows Server Monitoring - Event Logs and Performance Metrics | OpenObserve](https://openobserve.ai/docs/integration/system/windows/index.md)

## Features

- [Features Overview](https://openobserve.ai/docs/features/index.md)
- [Distributed Tracing](https://openobserve.ai/docs/features/distributed-tracing/index.md)
- [Enterprise Features](https://openobserve.ai/docs/features/enterprise/index.md)
- [Frontend Observability](https://openobserve.ai/docs/features/frontend/index.md)
- [Log Management](https://openobserve.ai/docs/features/logs/index.md)
- [Metric Monitoring](https://openobserve.ai/docs/features/metrics/index.md)
- [What's next](https://openobserve.ai/docs/features/upcoming/index.md)

## Administration

- [Environment Variables Reference | OpenObserve](https://openobserve.ai/docs/administration/configuration/environment-variables/index.md)
- [OpenObserve CLI](https://openobserve.ai/docs/administration/configuration/o2-cli/o2-cli/index.md)
- [Deployment Script](https://openobserve.ai/docs/administration/configuration/o2-k8s-operator/deploy-script/index.md)
- [Manual Deployment](https://openobserve.ai/docs/administration/configuration/o2-k8s-operator/manual-deployment/index.md)
- [Features](https://openobserve.ai/docs/administration/configuration/o2-k8s-operator/o2-operator-features/index.md)
- [K8s Operator Overview](https://openobserve.ai/docs/administration/configuration/o2-k8s-operator/o2-operator-overview/index.md)
- [Troubleshooting Guide](https://openobserve.ai/docs/administration/configuration/o2-k8s-operator/o2-operator-troubleshoot/index.md)
- [High Availability Deployment Guide - HA Setup on Kubernetes | OpenObserve](https://openobserve.ai/docs/administration/deployment/ha-deployment/index.md)
- [Monitoring OpenObserve](https://openobserve.ai/docs/administration/maintenance/expose-metrics/index.md)
- [Operator Guide Overview](https://openobserve.ai/docs/administration/maintenance/operator-guide/index.md)
- [CLI Commands](https://openobserve.ai/docs/administration/maintenance/operator-guide/cli-commands/index.md)
- [Configuration Management](https://openobserve.ai/docs/administration/maintenance/operator-guide/config-management/index.md)
- [Etcd restore](https://openobserve.ai/docs/administration/maintenance/operator-guide/etcd-restore/index.md)
- [Etcd maintenance](https://openobserve.ai/docs/administration/maintenance/operator-guide/etcd/index.md)
- [Mimalloc](https://openobserve.ai/docs/administration/maintenance/operator-guide/mimalloc/index.md)
- [Nginx proxy](https://openobserve.ai/docs/administration/maintenance/operator-guide/nginx-proxy/index.md)
- [Grafana plugin](https://openobserve.ai/docs/administration/maintenance/operator-guide/openobserve-plugin-for-grafana/index.md)
- [SIMD](https://openobserve.ai/docs/administration/maintenance/operator-guide/simd/index.md)
- [Systemd](https://openobserve.ai/docs/administration/maintenance/operator-guide/systemd/index.md)
- [Storage Management Overview](https://openobserve.ai/docs/administration/maintenance/storage-management/index.md)
- [Bring Your Own Bucket](https://openobserve.ai/docs/administration/maintenance/storage-management/bring-your-own-bucket/index.md)
- [Configure Multiple Object Storage Accounts](https://openobserve.ai/docs/administration/maintenance/storage-management/configure-multiple-storage-accounts/index.md)
- [Storage Configuration](https://openobserve.ai/docs/administration/maintenance/storage-management/storage/index.md)

## Reference

- [SQL Reference](https://openobserve.ai/docs/reference/sql-reference/index.md)
- [Overview](https://openobserve.ai/docs/reference/api/index.md)
- [Metrics](https://openobserve.ai/docs/reference/api/metrics/index.md)
- [Cluster Info API](https://openobserve.ai/docs/reference/api/cluster/cluster-info/index.md)
- [Dashboards API | OpenObserve](https://openobserve.ai/docs/reference/api/dashboard/index.md)
- [API Index - Function](https://openobserve.ai/docs/reference/api/function/index.md)
- [Create](https://openobserve.ai/docs/reference/api/function/create/index.md)
- [Delete](https://openobserve.ai/docs/reference/api/function/delete/index.md)
- [Examples](https://openobserve.ai/docs/reference/api/function/examples/index.md)
- [List](https://openobserve.ai/docs/reference/api/function/list/index.md)
- [Update](https://openobserve.ai/docs/reference/api/function/update/index.md)
- [API Index - Ingestion](https://openobserve.ai/docs/reference/api/ingestion/index.md)
- [API Index - Logs Ingestion](https://openobserve.ai/docs/reference/api/ingestion/logs/index.md)
- [Bulk](https://openobserve.ai/docs/reference/api/ingestion/logs/bulk/index.md)
- [JSON](https://openobserve.ai/docs/reference/api/ingestion/logs/json/index.md)
- [Loki](https://openobserve.ai/docs/reference/api/ingestion/logs/loki/index.md)
- [Multi](https://openobserve.ai/docs/reference/api/ingestion/logs/multi/index.md)
- [Otlp](https://openobserve.ai/docs/reference/api/ingestion/logs/otlp/index.md)
- [API Index - Metrics Ingestion](https://openobserve.ai/docs/reference/api/ingestion/metrics/index.md)
- [JSON](https://openobserve.ai/docs/reference/api/ingestion/metrics/json/index.md)
- [Prometheus](https://openobserve.ai/docs/reference/api/ingestion/metrics/prometheus/index.md)
- [API Index - Traces Ingestion](https://openobserve.ai/docs/reference/api/ingestion/traces/index.md)
- [OTLP](https://openobserve.ai/docs/reference/api/ingestion/traces/otlp/index.md)
- [Reports API | OpenObserve](https://openobserve.ai/docs/reference/api/report/index.md)
- [API Index - Search](https://openobserve.ai/docs/reference/api/search/index.md)
- [Around](https://openobserve.ai/docs/reference/api/search/around/index.md)
- [Profile](https://openobserve.ai/docs/reference/api/search/profile/index.md)
- [Search](https://openobserve.ai/docs/reference/api/search/search/index.md)
- [Value](https://openobserve.ai/docs/reference/api/search/value/index.md)
- [API Index - Stream](https://openobserve.ai/docs/reference/api/stream/index.md)
- [Delete](https://openobserve.ai/docs/reference/api/stream/delete/index.md)
- [List](https://openobserve.ai/docs/reference/api/stream/list/index.md)
- [Schema](https://openobserve.ai/docs/reference/api/stream/schema/index.md)
- [Settings](https://openobserve.ai/docs/reference/api/stream/setting/index.md)
- [Traces API Overview](https://openobserve.ai/docs/reference/api/traces/index.md)
- [Search Traces](https://openobserve.ai/docs/reference/api/traces/trace-search-api/index.md)
- [API Index - User](https://openobserve.ai/docs/reference/api/user/index.md)
- [Add to org](https://openobserve.ai/docs/reference/api/user/add-user/index.md)
- [Create](https://openobserve.ai/docs/reference/api/user/create/index.md)
- [Remove from org](https://openobserve.ai/docs/reference/api/user/delete/index.md)
- [List](https://openobserve.ai/docs/reference/api/user/list/index.md)
- [Update](https://openobserve.ai/docs/reference/api/user/update/index.md)
- [SQL Functions Overview](https://openobserve.ai/docs/reference/sql-functions/index.md)
- [Aggregate Functions](https://openobserve.ai/docs/reference/sql-functions/aggregate/index.md)
- [Array Functions](https://openobserve.ai/docs/reference/sql-functions/array/index.md)
- [Full-Text Search Functions](https://openobserve.ai/docs/reference/sql-functions/full-text-search/index.md)
- [Secondary Index Functions](https://openobserve.ai/docs/reference/sql-functions/secondary-index/index.md)
- [Approximate Aggregate Overview](https://openobserve.ai/docs/reference/sql-functions/approximate-aggregate/index.md)
- [approx-topk-distinct](https://openobserve.ai/docs/reference/sql-functions/approximate-aggregate/approx-topk-distinct/index.md)
- [approx_topk](https://openobserve.ai/docs/reference/sql-functions/approximate-aggregate/approx-topk/index.md)

## Migration

- [Overview](https://openobserve.ai/docs/migration/migrate-from-datadog-to-openobserve/index.md)
- [Architecture & Terminology](https://openobserve.ai/docs/migration/migrate-from-datadog-to-openobserve/architecture/index.md)
- [Migrating Dashboards & Monitors](https://openobserve.ai/docs/migration/migrate-from-datadog-to-openobserve/dashboards-and-alerts/index.md)
- [Migrating Logs](https://openobserve.ai/docs/migration/migrate-from-datadog-to-openobserve/logs/index.md)
- [Migrating Metrics](https://openobserve.ai/docs/migration/migrate-from-datadog-to-openobserve/metrics/index.md)
- [Migrating Traces](https://openobserve.ai/docs/migration/migrate-from-datadog-to-openobserve/traces/index.md)
- [Overview](https://openobserve.ai/docs/migration/migrate-from-grafana-to-openobserve/index.md)
- [Architecture & Terminology](https://openobserve.ai/docs/migration/migrate-from-grafana-to-openobserve/architecture/index.md)
- [Migrating Dashboards & Alerts](https://openobserve.ai/docs/migration/migrate-from-grafana-to-openobserve/dashboards-and-alerts/index.md)
- [Migrating Logs](https://openobserve.ai/docs/migration/migrate-from-grafana-to-openobserve/logs/index.md)
- [Migrating Metrics](https://openobserve.ai/docs/migration/migrate-from-grafana-to-openobserve/metrics/index.md)
- [Migrating Traces](https://openobserve.ai/docs/migration/migrate-from-grafana-to-openobserve/traces/index.md)

## Releases

- [Releases](https://openobserve.ai/docs/releases/index.md)