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Added a description of the Categorize agent component (#4428)

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### What problem does this PR solve?


### Type of change


- [x] Documentation Update
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writinwaters
2025-01-09 18:10:18 +08:00
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4 changed files with 116 additions and 5 deletions
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docs/references/agent_component_reference/generate.mdx
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@ -22,7 +22,8 @@ A **Generate** component is essential when you need the LLM to assist with summa
Click the dropdown menu of **Model** to show the model configuration window.
- **Model**: The chat model to use.
Ensure you set the chat model correctly on the **Model providers** page; otherwise, an error message would occur.
- Ensure you set the chat model correctly on the **Model providers** page.
- You can use different models for different components to increase flexibility or improve overall performance.
- **Freedom**: A shortcut to **Temperature**, **Top P**, **Presence penalty**, and **Frequency penalty** settings, indicating the freedom level of the model.
This parameter has three options:
- **Improvise**: Produces more creative responses.
@ -47,7 +48,8 @@ Click the dropdown menu of **Model** to show the model configuration window.
- If disabled, you lift the maximum token limit, allowing the model to determine the number of tokens in its responses.
:::tip NOTE
If you are uncertain about the mechanism behind **Temperature**, **Top P**, **Presence penalty**, and **Frequency penalty**, you can simply choose one of the three options of **Freedom**.
- It is not necessary to stick with the same model for all components. If a specific model is not performing well for a particular task, consider using a different one.
- If you are uncertain about the mechanism behind **Temperature**, **Top P**, **Presence penalty**, and **Frequency penalty**, you can simply choose one of the three options of **Freedom**.
:::
### System prompt