Awesome-LLM-Agents

A short hands-on development resource for LLM agents

Concepts

• [Blog] LLM Powered Autonomous Agents.

Tutorials

• [Blog] Building effective agents.
• [Blog] How we built our multi-agent research system.
• [Tutorial] Advanced RAG Techniques: Elevating Your Retrieval-Augmented Generation Systems.
• [Tutorial] GenAI Agents: Comprehensive Repository for Development and Implementation.
• [Tutorial] Google Research 76-Page Whitepaper on AI Agents.

Frameworks

• [Codebase] CrewAI: Fast and Flexible Multi-Agent Automation Framework.
• [Codebase] LangGraph: Build resilient language agents as graphs.

Agent Infra (AgentOps)

Best Practices

• [Tutorial] Startup technical guide: AI Agents.
• [Tutorial] Agents Towards Production.
• [ICLR 2025] Scaling Large Language Model-based Multi-Agent Collaboration.
• [NeurIPS 2025 Workshop] Scaling Environments for Agents (SEA).

Multi-modal Agents

• UI Assistants
• Video Understanding
• Music/Video Editing and Generation