Python: Create a ReAct Agent from Scratch

Published: 17 July 2024
on channel: Alejandro AO

39,608

1.2k

In this video, we dive deep into building intelligent agents from scratch, without relying on popular frameworks like LangChain or LlamaIndex. Instead, we’ll use pure Python and Groq’s free LLMs, making it accessible for everyone!

Links:
===
🚀 Zero-to-Hero AI Engineer Bootcamp: https://aibootcamp.dev/
Code: https://github.com/alejandro-ao/agent...
Buy me a coffee... or a beer (thanks!): http://link.alejandro-ao.com/support-me

🔍 Topics covered in this video:
===
Understanding the ReAct pattern for AI agents
Utilizing Groq’s LLM to think and choose actions
Building multi-agent systems from scratch
Incorporating observations into the prompt in a continuous loop
Preparing to use advanced tools like LangChain, LlamaIndex, and CrewAI

Timestamps
===
00:00 Intro
1:27 What is an Agent
3:05 What is a React Agent
10:29 Get a Groq API Key
12:41 Init Groq
15:15 Code the Agent Class
22:12 Overview of the System Prompt
27:06 Setup the Agent's Tools
29:20 Run the Agent Manually
38:08 Run the Agent in a Loop
54:59 Outro

Keywords: agents, LLM, OpenAI, multi-agent systems, Groq, CrewAI, AI agents, AI automation, React agent, chain of thought, artificial intelligence, LangChain, LlamaIndex, agentic, teams of AI agents, Anthropic, Llama3

On this page of the site you can watch the video online Python: Create a ReAct Agent from Scratch with a duration of hours minute second in good quality, which was uploaded by the user Alejandro AO 17 July 2024, share the link with friends and acquaintances, this video has already been watched 39,608 times on youtube and it was liked by 1.2 thousand viewers. Enjoy your viewing!