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Prerequisites

  • Python 3.9 (Other python versions like 3.12 might cause a bug with Milvus)
  • Install ollama from here or sudo snap install ollama
  • Install the required libraries pip install -r requirements.txt

Running the code

  • Put pdf files in a directory, e.g., ./docs. Then run python ./src/main.py ./docs for RAG. First start will be a bit slow because LLMs need to be downloaded and the db needs to be initialized.

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Example of RAG implementation

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