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The repository contains a project based on RAG systems. To set up the required dependencies for the code, use the command below:

pip install -r requirements.txt

You can use the RAG system by running the file RAGwithoutFastAPI.py :

python RAGwithoutFastAPI.py

If you want to use it with Fast API, follow these instructions:

uvicorn main:app --reload

Also, you need a .env file for OPENAI_API_KEY and PINECOINE_API_KEY:

OPENAI_API_KEY = 'YOUR_API_KEY'
PINECONE_API_KEY = 'YOUR_API_KEY'
PINECONE_ENVIRONMENT = 'YOUR_ENVIRONMENT'

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RAG Q&A System based on FastAPI with Pinecoine VectorDB

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