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AI-Powered RAG System for API Documentation

A RAG system built during the SAN TSG internship that lets developers ask the API documentation questions in natural language.

Role
Software Engineering Intern, SAN TSG
Period
July 2025 – August 2025
Technologies
  • Python
  • LangChain
  • Pinecone
  • FastAPI

A short tour

Highlights

  • Built an automated API retrieval system using Python and LangChain.
  • Implemented the Pinecone vector database for efficient semantic search and indexing.
  • Integrated a FastAPI backend to deliver context-aware, real-time developer support.