Tool Calling Agent From Scratch | Agentic Patterns Series

This is the second episode of the "Agentic Patterns from Scratch" series. In this video, I'll introduce you to the basics of the Tool Pattern, understanding how Tools work and implementing one from scratch.

🤖 Code 👉 https://github.com/neural-maze/agentic_patterns
🤖 Deeplearning.ai article 👉 https://www.deeplearning.ai/the-batch/agentic-design-patterns-part-3-tool-use/
🤖 Groq 👉 https://groq.com/

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0:00 Introduction
2:52 A Python function example
4:04 Tool System Prompt
6:44 Tool Call Output
8:13 Building a parser
9:18 Running the function
9:54 LLM final response
11:45 Tool module (VSCode)
14:10 ToolAgent (VSCode)
18:04 A Tool for HackerNews
21:17 Running the ToolAgent
23:33 Conclusion

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Carefree by Kevin MacLeod http://incompetech.com
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Music ⓒ - Kevin MacLeod