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Prometheus-native time series

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02
Analyze

Make sense

Dashboards

Visualize anything in seconds

Pipelines

Parse, enrich & route at ingest

03
Respond

When it matters

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Triage, on-call & postmortems

04
O11y 3.0

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Tokens, cost & prompt traces

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Autonomous triage & root-cause

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01Collect

Logs

Metrics

Traces

Frontend Monitoring

02Analyze

Dashboards

Pipelines

03Respond

Alerts

Incidents Preview

04O11y 3.0

LLM Observability

AI Assistant

AI SRE

MCP Server

What's new Architecture Open source Docs

Compare to Datadog, Grafana, & More →

Full Stack Observability Solutions

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Cloud & Infrastructure

Cloud Monitoring

AWS Monitoring

GCP Monitoring

Azure Monitoring

Infrastructure Monitoring

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OpenObserve Documentation

Overview
Overview
- Introduction
- Our Principles
- Comparison with Alternatives
  Comparison with Alternatives
Architecture
Quickstart
Enterprise Setup
Enterprise Setup
Features
Features
Releases
User Guide
User Guide
- Data Exploration
  Data Exploration
  - Auto Run
  - Cross-Linking
  - OpenObserve Query Examples | OpenObserve
  - Telemetry
  - Federated search
    Federated search
    
    Federated Search Overview
    
    How to Use Federated Search
    
    Federated Search Architecture
  - Logs
    Logs
    
    Logs Overview
    
    Logs in OpenObserve
    
    Refresh Cache Run Query
    
    Search Around
    
    Insights
    
    Quick Mode and Interesting Fields
    
    Log Patterns
    
    Explain and Analyze Query
  - Metrics
    Metrics
    
    Metrics Overview
    
    Metrics Explorer
    
    File Access Time
    
    Downsampling Metrics
  - Real User Monitoring (RUM)
    Real User Monitoring (RUM)
    
    Overview
    
    Getting Started
    Getting Started
    
    RUM Overview
    
    Setup Guide
    
    Core Features
    Core Features
    
    Performance Monitoring
    
    Session Tracking
    
    Error Tracking
    
    Session Replay
    
    Reference & Advanced
    Reference & Advanced
    
    Metrics Reference
    
    Advanced Features
    
    Use Cases
    
    Best Practices
    
    Troubleshooting
  - Traces
    Traces
    
    Traces Overview
    
    Traces in OpenObserve
    
    Service Graph
    
    Service Catalog
- Data Processing
  Data Processing
  - Actions
    Actions
    
    Actions Overview
    
    Actions in OpenObserve
    
    Create and Use Real-time Actions
    
    Create and Use Scheduled Actions
    
    Declare Python Dependencies in Actions
    
    Environment Variables in Actions
  - Enrichment tables
    Enrichment tables
    
    Enrichment Tables Overview
    
    Create and Use Enrichment Tables
    
    Upload, Caching, and Restart Behavior
    
    Example functions
  - Functions
    Functions
    
    Functions Overview
    
    Functions in OpenObserve
  - Opentelemetry
    Opentelemetry
    
    OpenObserve Python SDK
  - Pipelines
    Pipelines
    
    Pipelines Overview
    
    Pipelines in OpenObserve
    
    Create and Use Real-time Pipeline
    
    Create and Use Scheduled Pipeline
    
    Remote Destination
    
    Import and Export Pipelines
    
    Manage Pipelines
    
    Configurable Delay in Scheduled Pipelines
  - Streams
    Streams
    
    Streams Overview
    
    Streams in OpenObserve
    
    Stream Details
    
    Schema Settings
    
    Extended Retention
    
    Summary Streams
    
    Field and Index Types in Streams
    
    Query Recommendations Stream
    
    Distinct Values
  - Workflows
    Workflows
    
    Workflows
    
    Incident-Event-Triggered Workflows — How-to Guide
- Analytics
  Analytics
  - Alerts
    Alerts
    
    Alerts Overview
    
    Scheduled Alerts
    
    Real-time Alerts
    
    Alert Conditions and Filters
    
    Alert History
    
    Anomaly Detection
    
    Import and Export Alerts
  - Dashboards
    Dashboards
    
    Dashboards Overview
    
    Dashboards in OpenObserve
    
    Manage Dashboards
    
    Move and Export Dashboards in Bulk
    
    Panels
    Panels
    
    Panels Overview
    
    Table Chart
    
    Manage Panels
    
    Multi-Query Support
    
    Troubleshooting
    
    Config
    Config
    
    Config Overview
    
    Trellis Layout
    
    Show Symbol
    
    Show Field as JSON
    
    Pivot Table
    
    Variables
    Variables
    
    Variables Overview
    
    Variables in OpenObserve
    
    Variable Types
    
    Variable Dependencies
    
    Filters
    Filters
    
    Filters
    
    Comparison Against in Dashboards
    
    Custom Charts
    Custom Charts
    
    Custom Charts Overview
    
    What Are Custom Charts
    
    Custom Charts with Flat Data
    
    Custom Charts with Nested Data
    
    Event Handlers and Custom Functions
    
    Custom Charts for Metrics Using PromQL
    
    Custom Charts for Metrics Using Multiple PromQL Queries
    
    Histogram Caching
  - Incidents
    Incidents
    
    Incident Management
  - Reports
    Reports
    
    Reports Overview
- Account & Administration
  Account & Administration
  - AI Credits (Cloud)
  - Work group v2
  - Work group
  - Identity and access management
    Identity and access management
    
    Identity and Access Management Overview
    
    Role-Based Access Control (RBAC)
    
    Enable Role-Based Access Control (RBAC) in Enterprise Edition
    
    Service Accounts
    
    Single Sign-On (SSO)
    
    Keycloak SSO
    
    Organizations
    
    Organization Deletion
    
    Ingestion Tokens
    
    Quotas
    Quotas
    
    Quotas Overview
    
    Quotas
    
    How Quotas Work
    
    Manage Users & Passwords
  - Management
    Management
    
    General Settings
    
    Management Overview
    
    Streaming Search
    
    Streaming Aggregation
    
    Query Management
    
    Alert Destinations
    
    Templates
    
    Audit trail
    
    Cipher Keys
    
    Nodes in OpenObserve
    
    SSO Domain Restrictions
    
    Sensitive Data Redaction
    
    Correlation Settings
    
    License Management
  - Profile
    Profile
    
    Profile Overview
    
    UI Languages in OpenObserve
- Advanced
  Advanced
  - SIEM Platform - Security Information and Event Management Solution | OpenObserve
  - Best practices
    Best practices
    
    Best Practices
    
    Prevent UI Crashes From Large Queries
    
    Ensure the S3 Configuration is Correct
  - Query tuning
    Query tuning
    
    Performance Overview
    
    Download Manager
    
    Result Cache
    
    Monitor Download Queue Size and Disk Cache Metrics
    
    Configure Disk Cache Eviction Strategy
    
    Tantivy Index
    
    Broadcast Join
Ingestion
Ingestion
- Ingestion Overview
- Logs
  Logs
  - otel-collector
  - Vector
  - Filebeat
  - Fluent-bit
  - Fluentd
  - Kinesis Firehose
  - Syslog
  - Python
  - Go
  - Curl
- Metrics
  Metrics
- Traces
  Traces
  - Index
  - OpenTelemetry
  - OBI (eBPF zero-code)
  - Typescript
  - Node.js
  - Python
  - Go
  - Rust
Integrations
Integrations
- Integrations Overview
- AI
  AI
  - LLM Applications
  - LLM Evaluations
  - Claude Code
  - GitHub Copilot
  - Frameworks
    Frameworks
    
    Amazon Bedrock AgentCore
    
    Amazon Bedrock Agents
    
    Agno
    
    AutoGen
    
    BeeAI
    
    Claude Agent SDK
    
    CrewAI
    
    DSPy
    
    Google ADK
    
    Haystack
    
    Instructor
    
    Koog
    
    LangChain
    
    LangChain DeepAgents
    
    LangGraph
    
    LangServe
    
    LiteLLM
    
    LiveKit
    
    LlamaIndex
    
    LlamaIndex Workflows
    
    Mastra
    
    Microsoft Agent Framework
    
    Mirascope
    
    OpenAI Agents
    
    Pipecat
    
    Pydantic AI
    
    Quarkus LangChain4j
    
    Ragas
    
    Restate
    
    Semantic Kernel
    
    SmolAgents
    
    Spring AI
    
    Strands Agents
    
    Swiftide
    
    Temporal
    
    Vercel AI SDK
    
    VoltAgent
  - Model Providers
    Model Providers
    
    Amazon Bedrock
    
    Anthropic (JS/TS)
    
    Anthropic (Python)
    
    Azure AI Foundry
    
    BytePlus ModelArk
    
    Cerebras
    
    Cohere
    
    CometAPI
    
    Databricks
    
    DeepSeek
    
    Fireworks AI
    
    Google Gemini
    
    Groq
    
    HuggingFace
    
    Mistral
    
    Novita AI
    
    Ollama
    
    OpenAI (JS/TS)
    
    OpenAI (Python)
    
    OpenAI Assistants API
    
    Together AI
    
    vLLM
    
    xAI Grok
  - Gateways
    Gateways
    
    Anannas
    
    Kong Gateway
    
    LiteLLM Proxy
    
    OpenRouter
    
    Portkey
    
    Vercel AI Gateway
  - No-Code Agent Builders
    No-Code Agent Builders
    
    Codename Goose
    
    LobeChat
    
    Vapi
    
    Flowise
    
    Langflow
    
    n8n
    
    Open WebUI
  - Tools
    Tools
    
    Cognee
    
    Exa
    
    Firecrawl
    
    Gradio
    
    LibreChat
    
    mcp-use
    
    Milvus
    
    Mixpanel
    
    Parallel
    
    PostHog
    
    Promptfoo
    
    Trubrics
    
    Zapier
  - MCP
    MCP
    
    MCP Overview
    
    Claude code CLI
- Cloud
  Cloud
- Data Pipeline
  Data Pipeline
- Database
  Database
- DevOps
  DevOps
- Message Queues
  Message Queues
  - Message Queues
  - Kafka
  - RabbitMQ
  - NATS
- Security
  Security
  - Security Integraions
  - Microsoft 365
- Servers
  Servers
- System
  System
Administration
Administration
- Deployment & Performance
  Deployment & Performance
  - High Availability Deployment Guide - HA Setup on Kubernetes | OpenObserve
- Configuration & Tools
  Configuration & Tools
  - Environment Variables Reference | OpenObserve
  - Queue Backend
  - O2 cli
    O2 cli
    
    OpenObserve CLI
  - O2 k8s operator
    O2 k8s operator
    
    K8s Operator Overview
    
    Deployment Script
    
    Manual Deployment
    
    Features
    
    Troubleshooting Guide
- Maintenance & Monitoring
  Maintenance & Monitoring
  - Monitoring OpenObserve
  - Operator guide
    Operator guide
    
    Operator Guide Overview
    
    Systemd
    
    SIMD
    
    Mimalloc
    
    Grafana plugin
    
    Etcd maintenance
    
    Etcd restore
    
    Nginx proxy
    
    Configuration Management
    
    CLI Commands
  - Storage management
    Storage management
    
    Storage Management Overview
    
    Storage Configuration
    
    Configure Multiple Object Storage Accounts
    
    Bring Your Own Bucket
Reference
Reference
- API Reference
  API Reference
  - Overview
  - Streams
    Streams
    
    Schema
    
    Settings
    
    List
    
    Delete
  - Ingestion
    Ingestion
    
    Logs
    Logs
    
    JSON
    
    Bulk
    
    Multi
    
    Loki
    
    Otlp
    
    Metrics
    Metrics
    
    Prometheus
    
    JSON
    
    Traces
    Traces
    
    OTLP
  - Search
    Search
    
    Search
    
    Around
    
    Value
    
    Profile
  - Functions
    Functions
    
    Create
    
    Update
    
    Delete
    
    List
    
    Examples
  - Users
    Users
    
    Create
    
    Update
    
    Add to org
    
    Remove from org
    
    List
  - Cluster
    Cluster
    
    Cluster Info API
  - Traces
    Traces
    
    Traces API Overview
    
    Search Traces
  - Dashboards
    Dashboards
    
    Dashboards API | OpenObserve
  - Reports
    Reports
    
    Reports API | OpenObserve
- SQL Functions
  SQL Functions
  - SQL Functions Overview
  - Full-Text Search Functions
  - Secondary Index Functions
  - Array Functions
  - Aggregate Functions
  - Approximate Aggregate Functions
    Approximate Aggregate Functions
    
    Approximate Aggregate Overview
    
    approx_topk
    
    approx-topk-distinct
- SQL Reference
Migration
Migration
- Migrate database
- Migrate file list partition
- Migrate from Grafana
  Migrate from Grafana
- Migrate from Datadog
  Migrate from Datadog

API Index - Traces Ingestion

OTLP

Last update: July 27, 2026

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