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This is a small project for rag and openAI demostration using AWS Opensearch as vector database.

Config

  • Export below environment variables:
  • AWS_PROFILE: your aws credential
  • OPENAI_API_KEY: your openAI key
  • USERNAME: UI username
  • PASSWORD: UI password

Run your app

  • Activate venv: source venv/bin/activate
  • Install required packages: python3 -m pip install .
  • Deploy UI: python3 src/ui/app.py
  • You app will be deploy on local host at port 8080

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Demo RAG with LangChain

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  • Python 100.0%