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Project Demo

MITRA - AI Chatbot

LLM-powered chatbot using semantic search.

  • Python
  • Transformers
  • FastAPI

Overview

MITRA is designed as a chatbot experience backed by semantic search so answers can stay relevant to the source material. The focus is on building a practical AI interface with a clean retrieval pipeline and an API layer that can support real product integration.

Highlights

  • Semantic retrievalRelevant context is surfaced before generation to improve response quality.
  • API-first architectureFastAPI provides a clean interface for frontend or service integrations.
  • LLM workflowTransformer-based components support question answering and conversational behavior.