Agents Courses
- [LLM Agents MOOC Berkeley RDI Center on Decentralization & AI](https://www.youtube.com/playlist?list=PLS01nW3RtgopsNLeM936V4TNSsvvVglLc)
Agents nice articles
- [Agents - Chip Huyen](https://huyenchip.com//2025/01/07/agents.html)
- [Building effective agents - Anthropic - helps to understand Workflows v/s Agents](https://www.anthropic.com/research/building-effective-agents?source=post_page-----89b605c41e54--------------------------------)
- [notebook](https://github.com/anthropics/anthropic-cookbook/tree/main/patterns/agents)
- [eg: AI evaluation benchmark powered by agents](https://www.anthropic.com/research/swe-bench-sonnet)
- [tools](https://www.anthropic.com/news/tool-use-ga)
- [The DNA of AI Agents: Common Patterns in Recent Design Principles - comparing prev 2 articles](https://cedricchee.com/blog/the-dna-of-ai-agents/)
- [FAQ on Demystifying AI Agents - breaks down the key buildings blocks well](https://sanjmo.medium.com/demystifying-ai-agents-frequently-asked-questions-faq-a9748b4f55e6)
- [Understanding Agentic AI Architecture - solid read on Agentic Architectures, Frameworks, the current ecosystem and practical consideratons](https://www.srajdev.com/understanding-agentic-ai-architecture/?source=post_page-----89b605c41e54--------------------------------)
- [AI Agents: A Comprehensive Introduction for Developers - etailed part by part tutorial on AI Agents](https://thenewstack.io/ai-agents-a-comprehensive-introduction-for-developers/?source=post_page-----89b605c41e54--------------------------------)
- [Demystifying Generative AI Agents -Dr Sokratis Kartakis](https://medium.com/@sokratis.kartakis/demystifying-generative-ai-agents-cf5ad36322bd)
- [vertexAI SDK + Gemini + sample use case](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/function-calling/use_case_company_news_and_insights.ipynb)
- [Function calling with python](https://github.com/google-gemini/cookbook/blob/main/quickstarts/Function_calling.ipynb)
- [notebook - how you would implement an Agent](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agents/research-multi-agents/intro_research_multi_agents_gemini_2_0.ipynb?source=post_page-----89b605c41e54--------------------------------)
CreWAI [crewAI is an open source multiagent orchestration framework created by João Moura.]
- [CrewAI core concepts](https://docs.crewai.com/concepts/agents)
- [CrewAI core concepts Map](https://media.licdn.com/dms/image/v2/D5622AQGhinQdGSdBWw/feedshare-shrink_800/B56ZQvMrHpGoAg-/0/1735958639528?e=1738800000&v=beta&t=IvtmnuxGaXDsX3EO95j3Cz5-ksDFxaOtOGJx7kQETqE)
 https://www.analyticsvidhya.com/blog/2024/10/agentic-design-patterns/
Agent tools
is a scalable OS platform for testing and benchmarking of multi-modal AI agents
- [Windows Agent Arena (WAA)](https://github.com/microsoft/WindowsAgentArena)
What are agent swarms?
The Simple Step-by-Step System to Create Powerful Agent ... A swarm is a collection of individual agents that work together to solve complex problems. Each agent is specialized in a particular task or domain, and by combining their capabilities, the swarm can tackle challenges that would be difficult or impossible for a single agent to handle
<br><br>
- [Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework](https://github.com/kyegomez/swarms)
