Tool Calling LLM

Site:	Freebirds Moodle
Course:	Introduction to Large Language Models
Book:	Tool Calling LLM

Printed by:	Guest user
Date:	Wednesday, 5 November 2025, 9:24 AM

Table of contents

Read the official Documentation - Intro
When to use tools
How to use tools
Working Examples: Tool calling + Tool invoking
Working Example: Tool Calling + conversation
Exercise: Explore Provided tools

Read the official Documentation - Intro

https://python.langchain.com/docs/concepts/tool_calling/

When to use tools

How to use tools

Working Examples: Tool calling + Tool invoking

https://python.langchain.com/docs/how_to/tool_calling/

https://python.langchain.com/docs/how_to/tool_results_pass_to_model/

Ajit Notebook:

https://github.com/krajit/MAT496-Monsoon2025/blob/main/mod03_tools/nb01_official_doc.ipynb

Working Example: Tool Calling + conversation

Go through this notebook to have a back and forth conversation with an LLM.

https://github.com/krajit/MAT496-Monsoon2025/blob/main/mod03_tools/nb01b_passing_tool_result_back_in_conversation.ipynb

Exercise: Explore Provided tools

https://python.langchain.com/docs/integrations/tools/

Bind a web search tool to your model.
Ask a question to it which would not be possible to answer without internet search.