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RAG Knowledge Assistant Chatbot

A Retrieval-Augmented Generation (RAG) chatbot system designed to query PDF documents using semantic search and large language models, enabling accurate and context-aware knowledge retrieval from unstructured data.



Technologies Used


Python FastAPI Llama3 Mistral Vector Search Semantic Search LLM APIs

Key Features

✔ Semantic Document Search

✔ LLM-Powered Responses

✔ Scalable FastAPI Backend

✔ Vector Similarity Retrieval