Building RAG with Elasticsearch as a Vector Store
Build a production-ready RAG system using Elasticsearch as a unified vector store. Learn how to integrate LangChain and Ollama for efficient document retrieval.
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Build a production-ready RAG system using Elasticsearch as a unified vector store. Learn how to integrate LangChain and Ollama for efficient document retrieval.
Read ArticleLearn how to integrate an MCP server with LangGraph using MCP adapters to build deterministic, schema-validated AI agents. This practical guide explains why prompt-only tool calling fails and how MCP enables reliable, production-grade agent workflows.
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