Corporate RAG Assistant with AI

A RAG assistant that answers employee and customer questions based on the company's internal documents. The system uses semantic search and answer generation powered by YandexGPT.

Key features:

  • Document search (PDF, DOCX, TXT) via ChromaDB
  • Web widget and Telegram integration
  • Dialog logging and metrics (Prometheus)
  • Response caching for speed

Technologies:

Python, Flask, YandexGPT, ChromaDB, FAISS, Docker

Result:

Support workload reduced by 70%, response time under 1 second.

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