Category: Integrations

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Build a RAG agent with Elasticsearch and GitHub Copilot SDK

Wire Elasticsearch into the GitHub Copilot SDK as a RAG tool in five lines of C#, grounding your agent in your own logs, docs and data instead of model training data.

Greg Crist

Multilingual image search with Jina CLIP v2 and Elasticsearch

Build a multilingual image search system using Jina CLIP v2 and Elasticsearch. Query your image collection in 89 languages with no translation pipeline, and use Matryoshka Representations to cut index size by 75%

Jeffrey Rengifo

Kibana dashboards as code: GitOps, drift detection and Terraform for Kibana dashboards in Elastic 9.4

Elastic 9.4 ships a typed Dashboards API and a native Terraform resource that bring drift detection, PR-reviewable diffs and git-based rollback to Kibana dashboards for the first time.

Bringing Fire to Elasticsearch: Adding Native Prometheus API Support

Query Elasticsearch directly from Prometheus-compatible clients via native PromQL, discovery, and metadata endpoints. Send data to Elasticsearch with Prometheus Remote Write.

Felix Barnsteiner

Creating an Elasticsearch MCP server with TypeScript

Learn how to create an Elasticsearch MCP server with TypeScript and Claude Desktop.

Jeffrey Rengifo

Using Elasticsearch Inference API along with Hugging Face models

Learn how to connect Elasticsearch to Hugging Face models using inference endpoints, and build a multilingual blog recommendation system with semantic search and chat completions.

Jeffrey Rengifo

AI agent memory: Creating smart agents with Elasticsearch managed memory

Learn how to create smarter and more efficient AI agents by managing memory using Elasticsearch.

Gustavo Llermaly

The Gemini CLI extension for Elasticsearch with tools and skills

Introducing Elastic’s extension for Google's Gemini CLI to search, retrieve, and analyze Elasticsearch data in developer and agentic workflows.

Walter Rafelsberger

Hybrid search with Java: LangChain4j Elasticsearch integration

Learn how to use hybrid search in LangChain4j via its Elasticsearch integrations, with a complete Java example.

Laura Trotta

SearchClaw: Bring Elasticsearch to OpenClaw with composable skills

Give your local AI agent access to Elasticsearch data using OpenClaw, composable skills, and agents, no custom code required.

Alex Salgado

From vectors to keywords: Elasticsearch hybrid search in LangChain

Learn how to use hybrid search in LangChain via its Elasticsearch integrations, with complete Python and JavaScript examples.

Margaret Gu

Using Groq with Elasticsearch for intelligent queries

Learn how to use Groq with Elasticsearch to run LLM queries and natural language searches in milliseconds.

Mark Puddick

Ready to build state of the art search experiences?

Sufficiently advanced search isn’t achieved with the efforts of one. Elasticsearch is powered by data scientists, ML ops, engineers, and many more who are just as passionate about search as you are. Let’s connect and work together to build the magical search experience that will get you the results you want.

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