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title:
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author: shenwei
published:
created: 2025-03-05
description:
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## Summary:
Watched a youtube video: # Build Anything with AI Agents https://www.youtube.com/watch?v=AxnL5GtWVNA

BTW, I am using https://notegpt.io/youtube-video-summarizer this website to generate youtube video transcript. After then I am using my owned ChatBox (using DeepSeek-R1) to summarize the keep point of this video. **Interesting** 
### Summery of this video
### **Key Concepts & Vision**

- **AI Agents Revolution**: Predicted to explode in 2024, driven by better LLMs (e.g., GPT-5), cheaper APIs, and user-friendly UIs. Agents act autonomously toward goals, unlike passive chatbots.
- **AGI Pathway**: Andrej Karpathy and Sam Altman highlight agents as critical steps toward AGI, enabling decentralized innovation (vs. LLMs dominated by big companies).
- **Current Use Cases**: Research automation (e.g., arXiv paper summaries), customer service (75% of Clara’s support), and coding (Devin). Agents already outperform humans in some tasks.

### **Building AI Agents**

1. **Framework Choice**: CrewAI recommended for beginners (simple setup, free/open-source, good docs).
2. **Setup**:
    - Use Google Colab for no-code setup.
    - Install `crewai`, `crewai-tools`, and set API keys (OpenAI, Serper).
3. **Agent Design**:
    - **Roles**: Define agents (e.g., "Researcher" to scrape data, "Writer" to draft reports).
    - **Tasks**: Assign clear, specific goals (e.g., "Summarize latest AI advancements").
    - **Tools**: Integrate web search via Serper API.
4. **Execution**: Agents collaborate—Researcher fetches data, Writer synthesizes it into reports.

### **Key Takeaways**

- **Start Small**: Automate repetitive tasks (e.g., daily research) before tackling complex workflows.
- **Future-Proof Skills**: Master agent-building now; GPT-5 will enhance capabilities (reasoning, memory).
- **Avoid Hype**: Focus on fundamentals—simple agents with clear goals yield tangible ROI.

### **Demo Workflow**

- **Researcher Agent**: Searches web for "latest AI agent advancements," extracts key info.
- **Writer Agent**: Generates a concise report from research, using adjustable creativity (temperature).
- **Result**: Fully automated pipeline producing actionable insights in minutes.

### **Tools & Resources**

- **Frameworks**: CrewAI, AutoGPT, BabyAGI, LangChain.
- **APIs**: OpenAI, Serper (Google search).
- **Community**: Pre-built templates, tutorials, and support available for learners.

**Next Steps**: Experiment with CrewAI, iterate on small projects, and prepare for GPT-5’s release to scale agent capabilities



## Action Items:
- [ ] 🔼 Need to follow the video to practice build AI agent via [Google Colab](https://colab.research.google.com/)
- [ ] ⏫ Selft host n8n in my working laptop Docker Desktop verison [[Self-Hosting n8n with Docker – Step-by-Step Tutorial (NO CODE!!)]]
- [ ] AI 网站聚合 https://latentbox.com/zh