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Aditya Rawat
Web Developer
Relentless coder seeking breakthrough opportunities. Fearlessly pursuing excellence in every line of code.
Aditya Rawat
Relentless coder seeking breakthrough opportunities. Fearlessly pursuing excellence in every line of code.









































This project implements a lightweight, production-oriented Retrieval-Augmented Generation (RAG) pipeline designed for fast, grounded responses using locally hosted models. It uses Ollama for generating embeddings locally, avoiding reliance on external APIs, and Qdrant as the vector database for efficient semantic search and similarity retrieval.