Python Code Reproduction from RAR Video

I need assistance in reproducing Python code from a video contained in a RAR file.
you have 3 days
Key Requirements:
- instruct what python packages should be installed
- Extract and implement Python code shown in the video
- Ensure code is functional and replicates video content
-acceptance criteria I can run code on my local windows computer

Ideal Skills:
- Proficiency in Python

link to video
https://www.youtube.com/watch?v=7Upp8rR95-8
RAG Intelligent Upgraded: Agentic RAR + Nano-GraphRAG + Claude 3.7 Sonnet (Oxford Univ)

you can use outdated code for help
https://github.com/theworldofagents/Agentic-Reasoning
and some lines from updated code
https://pub.towardsai.net/rag-intelligent-upgraded-agentic-rar-nano-graphrag-claude-3-7-sonnet-oxford-univ-d18071a346e3
RAG Intelligent Upgraded: Agentic RAR + Nano-GraphRAG + Claude 3.7 Sonnet (Oxford Univ)