GitHub - shreshth-xd/RAG-Engine: A Retrieval-Augmented Generation (RAG) engine from scratch in Node.js without using LangChain or LlamaIndex. Implemented document ingestion, chunking, embedding generation, vector storage with Qdrant, semantic retrieval, prompt construction, and LLM integration.

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A Retrieval-Augmented Generation (RAG) engine from scratch in Node.js without using LangChain or LlamaIndex. Implemented document ingestion, chunking, embedding generation, vector storage with Qdrant, semantic retrieval, prompt construction, and LLM integration.

qdrant rag rag-chatbot vector-database

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