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Advanced RAG workflows

Types of RAGs discussed

All implemented on separate branches

  • Corrective RAG (Branch - corrective-rag)
  • Self RAG (Branch - self-rag)
  • Adaptive RAG (Branch - adaptive-rag)

Reference: https://github.com/emarco177/langgaph-course

To run create virtual environment and install dependencies

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

To run the tests

pytest . -s -v

To run the app

python3 main.py

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Implementation of corrective-RAG, Self-RAG and Adaptive-RAG

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