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Case Study

Memora — Persistent AI Chat API

An authenticated chat API with threaded, persistent conversations backed by LangGraph checkpoints. Supports PDF/TXT/Markdown upload with background processing into Pinecone for RAG retrieval, real-time streaming over Server-Sent Events, JWT auth, and email verification.

Tech Stack

  • Python
  • FastAPI
  • MongoDB
  • LangGraph
  • Pinecone
  • Docker