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@@ -25,7 +25,7 @@ Here is the general syllabus for the course. With each unit a more detailed list
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  | 1 | Agent Fundamentals | Explain Tools, Thoughts, Actions, Observations, and their formats. Explain LLMs, messages, special tokens and chat-template. Show a simple use case in generic python functions. |
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  | 2 | Frameworks | Understand how the fundamentals are implemented in popular libraries : smolagents, LangGraph, LLamaIndex |
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  | 3 | Use Cases | Let’s build some real life use cases ( open to PRs 🤗 from experienced Agent builders ) |
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- | 4 | Final Assignment | Build an agent for a selected benchmark and prove your understanding of Agents on the student leaderboard 🚀 |
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  *Over the coming weeks further bonus units will be released.*
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@@ -33,7 +33,6 @@ Here is the general syllabus for the course. With each unit a more detailed list
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  - Starts February 10th 2025
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  - 4 topic units
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- - New unit released every 2 weeks
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  - Units contain: live session, written material, and interactive quiz.
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  # Prerequisites
 
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  | 1 | Agent Fundamentals | Explain Tools, Thoughts, Actions, Observations, and their formats. Explain LLMs, messages, special tokens and chat-template. Show a simple use case in generic python functions. |
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  | 2 | Frameworks | Understand how the fundamentals are implemented in popular libraries : smolagents, LangGraph, LLamaIndex |
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  | 3 | Use Cases | Let’s build some real life use cases ( open to PRs 🤗 from experienced Agent builders ) |
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+ | 4 | Final Assignment | Build an agent for a selected benchmark (GAIA)|
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  *Over the coming weeks further bonus units will be released.*
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  - Starts February 10th 2025
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  - 4 topic units
 
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  - Units contain: live session, written material, and interactive quiz.
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  # Prerequisites