How to OPTIMIZE your prompts for better Reasoning!

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In this video, we look at Microsoft’s Prompt Breeder framework and how you can use it to optimize prompts for better chain of thought reasoning traces.

Colab:

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⏱️Time Stamps:
00:00 Intro
01:17 Microsoft PromptWizard Blog
04:25 PromptWizard Framework
05:53 PromptWizard: Refinement of prompt instruction
07:15 PromptWizard: Joint optimization of instructions and examples
08:10 PromptWizard Github
08:20 PromptWizard Paper
09:34 Colab Demo

How to make Muilt-Agent Apps with smolagents

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In this video, I focus in on how to make multi-agent apps with the smolgents framework.

Code:

For more tutorials on using LLMs and building agents, check out my Patreon
Patreon:
Twitter:

🕵️ Interested in building LLM Agents? Fill out the form below
Building LLM Agents Form:

👨‍💻Github:

⏱️Time Stamps:
00:00 Intro
00:34 Basic Code Agent
01:55 ToolCallingAgent
02:00 Ollama
05:16 Claude
05:55 Gemini
07:08 Gradio
09:10 Making Tools for the Multi-Agent
10:42 Basic Example of Multi-agent
15:14 BlogWriter Multi-agent