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Hugging FaceIntermediate2025-03-15
Hugging Face Agents Course: Official Guide
Hugging Face's official Agents Course — one of the most popular open-source agent tutorials of 2025. Unit-by-unit guide and learning path.
Open the official tutorialCourse overview
The Hugging Face Agents Course is one of the most popular open-source agent tutorials of 2025 — free, code-driven, and tied to the HF ecosystem. It teaches general agent-system principles rather than framework magic.
Structure
- Units 0-1: agent concepts and smolagents; the model+tools+loop pattern.
- Units 2-3: tool definition, RAG, and memory.
- Units 4-5: multi-agent collaboration, production deployment, and evaluation.
Key takeaways
- Tools first: agent quality depends on tool design, not just the model.
- Evaluation first: build an eval set instead of relying on 'looks good'.
- Open-source path: self-hostable and customizable for data-sensitive scenarios.
Official course: Hugging Face Agents Course.
Note: This is an original Laojin Chuhai companion to the official tutorial, not a replacement for provider documentation. Use the official link for current models, SDKs, pricing, quotas, and safety policies.