microsoft--rd-agent/rdagent/scenarios/kaggle/knowledge_management

Usage

This folder implements a knowledge base using RAG based on Kaggle competitions. It allows you to store Kaggle competition experiences into the knowledge base, as well as store experimental experiences from RD-Agent.

1. First, generate a knowledge base (in JSON format) by running the main function in extract_knowledge.py.
2. Then, create a vector base in vector_base.py and save it.
3. Finally, add the field KG_RAG_PATH="xxx.pkl" (the path to the saved vector base) in your .env file.