chapter5

Chapter 5 - Building Intelligent Agents

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.

Section	File	Colab	Kaggle
Tool calling basics	notebook
Tools in LangChain	notebook
Custom tools	notebook
Built-in tools	notebook
ReACT	notebook
Advanced tool calling capabilities	notebook
Structured outputs and controlled generation	notebook
Plan-and-solve agent	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:
   • Tool Calling Basics: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/tools_with_llm_example.ipynb
   • Tools in LangChain: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/tools_langchain.ipynb
   • Custom Tools: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/custom_tools.ipynb
   • Built-in Tools: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/built-in_tools.ipynb
   • ReACT: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/react_example.ipynb
   • Advanced Tool Calling: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/tool_node.ipynb
   • Structured Outputs: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/structured_output.ipynb
   • Plan-and-Solve Agent: https://github.com/benman1/generative_ai_with_langchain/blob/second_edition/chapter5/plan_and_solve.ipynb