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Containerized basic RAG using OpenAI, Langchain and Gradio for the UI

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This repo is based on the following Medium article:

https://ai.gopubby.com/build-and-deploy-rag-llm-adf38e1ae260

with some modifications:

  • Deactivated Guardrails for the sake of simplicity as passing the token required to create docker secrets
  • updated requirements.txt to include TOML
  • Updated the Dockerfile to copy all the files needed by the container, In addition to app.py
    • the chuncking folder
    • .env (OpenAI key)

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Containerized basic RAG using OpenAI, Langchain and Gradio for the UI

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