RAG with MongoDB atlas on aws
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Now available: GraphRAG with MongoDB Atlas and LangChain. 🔍 If you are building retrieval-augmented generation (RAG) systems that require reasoning over complex relationships, GraphRAG offers a graph-based alternative to traditional vector search. This integration enables: 1. Entity and relationship extraction via LLMs to create a knowledge graph in MongoDB Atlas 2. Graph traversal during query time to retrieve connected context and improve response accuracy In this tutorial, we apply GraphRAG
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