chapter6

Chapter 6 - Advanced Applications and Multi-Agent Systems

Section	File	Colab	Kaggle
Multiple-choice question-answering agent	notebook
LangGraph streaming	notebook
Communication between agents	notebook
Tree-of-thoughts (ToT) agent	notebook
Cache on LangGraph	notebook

📋 Kaggle Import Instructions:

To import any notebook to Kaggle:

1. Click the Kaggle badge above
2. Go to File → Import Notebook → GitHub
3. Paste the corresponding GitHub URL:
   • Question Answering Agent: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter6/question_answering.ipynb
   • LangGraph Streaming: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter6/streaming.ipynb
   • Communication Between Agents: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter6/communication.ipynb
   • Tree-of-Thoughts (ToT) Agent: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter6/tot.ipynb
   • Cache on LangGraph: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter6/cache.ipynb

Please make sure you set up your environment with pip, conda, poetry, or docker! You can set up the keys for the different providers in a config.py as recommended in the book. Please check the setup instructions for dependencies and API keys before you start.