SmartQuery-RAG

• Tech Stack: FastAPI, React, Pinecone, LangChain
• Github URL: Project Link

Developed a user-friendly React interface for LLM queries and responses, with backend integration through FastAPI.

Improved response accuracy by implementing a Gemini-powered RAG pipeline for intelligent query retrieval.

Achieved fast and relevant semantic search by embedding documents using SentenceTransformer and querying top-k matches via Pinecone.