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KuiMing/rag_path

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Global AI Bootcamp 2025

Slides

Taoyuan (2025/03/01)

https://kuiming.github.io/rag_path/output/#/

Taipei (2025/03/15)

https://kuiming.github.io/rag_path/output/microsoft_rag.html

Code

Please prepare the .env file

OPENAI_API_KEY="<your key>"
# Set your dataset names in Qdrant for RAG
QDRANT_DATASETS="datasetname1,datasetname2....."

Packages

pip install requirements.txt

Get recipe from youtube for RAG

  • youtube_recipe.py: get recipe from youtube
  • rag.py: tranform recipe into embedding vector
  • bot.py: create chatbot with streamlit
mkdir recipe
python3 youtube_recipe.py
python3 rag.py
python3 -m streamlit run bot.py

Crawler with structured output

  • espn_openai.py: get commentaries from ESPN

Get youtube summary

youtube_abstracter.ipynb

Acknowledgements

This project was inspired by iamlazy.

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RAG 的修煉之路

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