coffee-gen-ai

Building Agents

framword and code samples

Find libraries or frameworks for building agents here.

• ReflexionAgent
  • Python implementation of the Reflexion framework
  • usage example: https://github.com/kargarisaac/reflexion?tab=readme-ov-file#usage

Courses

1. AI Agents in LangGraph, by Langchain, Tavily, DeepLearning.AI - [short course]/[My notes]

2. AI Agentic Design Patterns with AutoGen by Microsoft, PennSate, Deepleaning.AI - [shourt course]

3. Hugging Face Agents Course course

Agent directories

• https://aiagentslist.com/radar

Blogs

• Build a Multi-Agent System with LangGraph, by Langchain [Jan 2025] - [blog post]

• Building effective agents, by Anthropic [Dec 19, 2024] - [blog post]
  • Building Effective Agents Cookbook, by Anthropic (Erik Schluntz and Barry Zhang) - [github]

• Introducing smolagents, a simple library to build agents by HuggingFace [Dec 2024] - [blog post]

• Google’s whitepaper on AI Agents [Sept 2024] - [whitepaper]

• What’s next for AI agentic workflows ft. Andrew Ng of AI Fund [March 2024] - [youtube] / [My notes]

• LLM Powered Autonomous Agents, by Lilian Weng [Jun, 2023] - blog post