ReAct Agent From Scratch | Agentic Patterns Series

This is the third episode of the "Agentic Patterns from Scratch" series. In this video, you'll learn about the Planning Pattern and the ReAct technique for increasing the reasoning capabilities of LLMs. As always, we won't rely on any popular frameworks like LangChain, LlamaIndex or CrewAI: pure Python and Groq's LLMs (llama 3.1 70B 😉) 🤖 Code 👉 https://github.com/neural-maze/agentic_patterns 🤖 Deeplearning.ai article 👉 https://www.deeplearning.ai/the-batch/agentic-design-patterns-part-4-planning/ 🤖 Groq 👉 https://groq.com/ If you like this content, you can also follow me here: –––––––––––––––––––––––––––––– 🐦 Twitter - https://x.com/MTrofficus 💻 GitHub - https://github.com/MichaelisTrofficus 💼 LinkedIn - https://www.linkedin.com/in/migueloteropedrido/ –––––––––––––––––––––––––––––– –––––––––––––––––––––––––––––– 0:00 Introduction 0:58 ReAct loop explained 2:18 Introducing the Notebook 4:23 ReAct System Prompt 9:13 Example Step by Step 19:23 Moving to VSCode 20:22 ReactAgent Class Implementation 26:07 Running the Agent 28:35 Conclusion –––––––––––––––––––––––––––––– Cyberreality - Mehul Choudhary / mehulchoudhary Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: https://bit.ly/3wVnIXs Music promoted by Audio Library https://bit.ly/3TDW3TT –––––––––––––––––––––––––––––– –––––––––––––––––––––––––––––– Carefree by Kevin MacLeod http://incompetech.com Creative Commons — Attribution 4.0 International — CC BY 4.0 Free Download / Stream: https://bit.ly/_carefree Music promoted by Audio Library • Carefree – Kevin MacLeod (No Copyrigh... –––––––––––––––––––––––––––––– Music ⓒ - Kevin MacLeod