September 20, 2024
LangChain and Elasticsearch: Building LangGraph retrieval agent template
Elasticsearch and LangChain collaborate on a new retrieval agent template for LangGraph for agentic apps
![LangChain and Elasticsearch: Building LangGraph retrieval agent template](/search-labs/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fme0ej585%2Fsearch-labs-import-testing%2Fa5bd1e3434de28c0ae44d0ab1a31bdc796e9ad58-270x270.jpg&w=3840&q=75)
![A tutorial on building local agent using LangGraph, LLaMA3 and Elasticsearch vector store from scratch](/search-labs/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fme0ej585%2Fsearch-labs-import-testing%2F23c825886972bd4b25813a0c48d341e9f54be057-1280x717.jpg&w=3840&q=75)
September 2, 2024
A tutorial on building local agent using LangGraph, LLaMA3 and Elasticsearch vector store from scratch
This article will provide a detailed tutorial on implementing a local, reliable agent using LangGraph, combining concepts from Adaptive RAG, Corrective RAG, and Self-RAG papers, and integrating Langchain, Elasticsearch Vector Store, Tavily AI for web search, and LLaMA3 via Ollama.