Docs
  • Release notes
  • Troubleshoot
  • Reference
  • Get started
  • Solutions and use cases
  • Manage data
  • Explore and analyze
  • Deploy and manage
  • Manage your Cloud account and preferences
  • Troubleshoot
  • Extend and contribute
  • Release notes
  • Reference
  • Elasticsearch
    • Get started
      • Find connection details
      • Elasticsearch quickstarts
        • Index and search basics
        • Keyword search with Python
        • Semantic search
    • Ingest for search use cases
      • Ingest pipelines for search use cases
    • Search approaches
    • Full-text search
      • How full-text search works
      • Search with synonyms
        • Create or update synonyms set API examples
      • Text analysis during search
      • Search relevance optimizations
        • Mixing exact search with stemming
        • Getting consistent scoring
        • Incorporating static relevance signals into the score
    • AI-powered search
      • Vector search
        • Dense vector
          • kNN search in Elasticsearch
          • Bring your own dense vectors
        • Sparse vector search in Elasticsearch
        • Tutorial: Manual dense and sparse workflows
      • Semantic search
        • Semantic search with semantic_text
        • Semantic search with the inference API
        • Semantic search with ELSER (ingest pipelines)
        • Using Cohere with Elasticsearch
      • Using OpenAI compatible models
    • RAG
      • Playground
        • Optimize model context
        • View and modify queries
        • Troubleshooting
      • MCP server
    • Hybrid search
      • Hybrid search with semantic_text
    • Ranking and reranking
      • Semantic reranking
      • Learning To Rank (LTR)
        • Deploy and manage LTR models
        • Search using LTR
    • Cross-cluster search
      • Resolve a cluster before cross-cluster search
    • Build search queries
      • The _search API
      • The async-search API
      • ES|QL for search
      • Retrievers
      • Search templates
    • Add search to your app
      • Client libraries
      • Search UI
      • Search Applications
        • Search API and templates
        • Security
        • Search Application client guide
    • APIs and tools
    • AI Assistant
    • Query rules UI
  • Observability
    • Get started
      • What is Elastic Observability?
      • Elastic Observability quickstarts
        • Quickstart: Monitor hosts with OpenTelemetry
        • Quickstart: Monitor your application performance
        • Quickstart: Unified Kubernetes Observability with Elastic Distributions of OpenTelemetry (EDOT)
        • Quickstart: Send data to the Elastic Cloud Managed OTLP Endpoint
        • Quickstart: Create a Synthetic Monitor
        • Quickstart: Monitor hosts with Elastic Agent
        • Quickstart: Monitor your Kubernetes cluster with Elastic Agent
        • Quickstart: Collect data with AWS Firehose
      • OpenTelemetry quickstarts
        • Self-managed
          • Kubernetes
          • Hosts / VMs
          • Docker
        • Elastic Cloud Serverless
          • Kubernetes
          • Hosts and VMs
          • Docker
        • Elastic Cloud Hosted
          • Kubernetes
          • Hosts and VMs
          • Docker
      • OpenTelemetry use cases
        • Kubernetes observability