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11 lines
766 B
Markdown
# Algorithm Zoo
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AgentLightning includes several popular and frequently requested algorithms in its built-in library, allowing agent developers to use them directly. These algorithms are designed to be compatible with most agent scenarios.
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For customizing algorithms, see [Algorithm-side References](../reference/algorithm.md).
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| Algorithm | Optimizing Resources | Description |
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| --------- | ------------------- | ----------- |
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| [APO](./apo.md) | `{<initial_prompt_key>: [PromptTemplate][agentlightning.PromptTemplate]}` | Automatic Prompt Optimization (APO) algorithm using textual gradients and beam search. |
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| [VERL](./verl.md) | `{"main_llm": [LLM][agentlightning.LLM]}` | Reinforcement Learning with [VERL framework](https://github.com/volcengine/verl). |
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