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For model series that do not yet support Function Calling, we provide a universal ReAct method for invocation. #2713

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opened 2026-02-21 17:49:07 -05:00 by yindo · 0 comments
yindo commented 2026-02-21 17:49:07 -05:00
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Originally created by @myrulezzz on GitHub (Apr 27, 2024).

Originally assigned to: @takatost on GitHub.

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  • I have searched for existing issues search for existing issues, including closed ones.
  • I confirm that I am using English to submit report (我已阅读并同意 Language Policy).
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Provide a description of requested docs changes

How to Achieve Agent Reasoning with Various LLMs?
To make these AI Agents smart, you need a solid base model for reasoning. That's where LLMs come in, with CoT (Chain of Thought) reasoning capabilities. Different model providers support different ways of making these models think, like 'Function calling' and 'ReAct.' Those that use Function Calling usually work better.
Right now, models from OpenAI, ChatGLM, Tongyi, MiniMax, and ERNIE Bot support this Function calling feature.For model series that do not yet support Function Calling, we provide a universal ReAct method for invocation.
Can you explain more about the universal ReAct method and invovation?
For example LLama3 70b when running with Ollama, is there any functionality that i can use tools and custom tools with it?

Originally created by @myrulezzz on GitHub (Apr 27, 2024). Originally assigned to: @takatost on GitHub. ### Self Checks - [X] I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones. - [X] I confirm that I am using English to submit report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)). - [X] Pleas do not modify this template :) and fill in all the required fields. ### Provide a description of requested docs changes How to Achieve Agent Reasoning with Various LLMs? To make these AI Agents smart, you need a solid base model for reasoning. That's where LLMs come in, with CoT (Chain of Thought) reasoning capabilities. Different model providers support different ways of making these models think, like '[Function calling](https://platform.openai.com/docs/guides/function-calling/function-calling)' and 'ReAct.' Those that use Function Calling usually work better. Right now, models from OpenAI, ChatGLM, Tongyi, MiniMax, and ERNIE Bot support this Function calling feature.For model series that do not yet support Function Calling, we provide a universal ReAct method for invocation. Can you explain more about the universal ReAct method and invovation? For example LLama3 70b when running with Ollama, is there any functionality that i can use tools and custom tools with it?
yindo added the 📚 documentation label 2026-02-21 17:49:07 -05:00
yindo closed this issue 2026-02-21 17:49:07 -05:00
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Reference: langgenius/dify#2713
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