Agentic AI

Building effective database retrieval tools for context engineering

Best practices for writing database retrieval tools for context engineering. Learn how to design and evaluate agent tools for interacting with Elasticsearch data.

Building effective database retrieval tools for context engineering
Build task-aware agents with an expanded model catalog on Elastic Inference Service (EIS)

Build task-aware agents with an expanded model catalog on Elastic Inference Service (EIS)

Elastic Inference Service (EIS) expands its managed model catalog, enabling teams to build production-ready agents with flexible model choice across retrieval, generation, and reasoning, without managing GPUs or infrastructure.

Does MCP make search obsolete? Not even close

Does MCP make search obsolete? Not even close

Explore why search engines and indexed search remain the foundation for scalable, accurate, enterprise-grade AI, even in the age of MCP, federated search, and large context windows.

Using subagents and Elastic Agent Builder to bring business context into code planning

March 3, 2026

Using subagents and Elastic Agent Builder to bring business context into code planning

Learn about subagents, how to ensure they have the right information, and how to create a specialized subagent that connects Claude Code to your Elasticsearch data.

Common Expression Language (CEL): How the CEL input improves data collection in Elastic Agent integrations

February 27, 2026

Common Expression Language (CEL): How the CEL input improves data collection in Elastic Agent integrations

Learn how the Common Expression Language differs from other programming languages, how we’ve extended it for Filebeat’s CEL input, and the flexibility it gives you to express data collection logic in Elastic Agent integrations.

Build a "chat with your website data" agent with Jina Embeddings v5 and Elasticsearch

February 24, 2026

Build a "chat with your website data" agent with Jina Embeddings v5 and Elasticsearch

Learn how to build a working, grounded "chat with your website" experience in under an hour by using Elasticsearch Serverless, Jina Embeddings v5, Elastic Open Web Crawler, and Elastic Agent Builder.

AI agents that perform actions: Automating IT requests with Agent Builder and Workflows

February 13, 2026

AI agents that perform actions: Automating IT requests with Agent Builder and Workflows

Using Elastic Agent Builder and Workflows to create an AI agent that automatically performs IT actions, such as laptop refreshes.

How to defend your RAG system from context poisoning

February 10, 2026

How to defend your RAG system from context poisoning

How context engineering techniques prevent context poisoning in LLM responses.

Using Groq with Elasticsearch for intelligent queries

February 6, 2026

Using Groq with Elasticsearch for intelligent queries

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

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.

Try it yourself