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Scheme-Research-Application
RAG-based document QA app using LangChain + FAISS + OpenAI.
RAGLangChainFAISSPython
The Problem
Retrieving specific information from large government or organizational schemes is difficult.
The Solution
Built a RAG application that allows users to query documents about various schemes using natural language.
Key Features
•Semantic document search
•Accurate QA
•Source citation
•Fast retrieval with FAISS
Impact
Improved information accessibility
90% retrieval accuracy
Learnings
Advanced knowledge in vector stores and retrieval strategies.