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Tools Are All You Need: Building a Modular Tool-Enhanced LLM Agent Framework

This article introduces an emerging modular framework focused on the development of tool-enhanced LLM agents, covering core capabilities such as function calling, intelligent routing, and multi-step reasoning, and supporting flexible deployment from small to large models.

LLM工具增强代理框架函数调用多步推理开源项目GitHub人工智能
Published 2026-05-02 06:31Recent activity 2026-05-02 06:48Estimated read 1 min
Tools Are All You Need: Building a Modular Tool-Enhanced LLM Agent Framework
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Section 01

导读 / 主楼:Tools Are All You Need: Building a Modular Tool-Enhanced LLM Agent Framework

Introduction / Main Post: Tools Are All You Need: Building a Modular Tool-Enhanced LLM Agent Framework

This article introduces an emerging modular framework focused on the development of tool-enhanced LLM agents, covering core capabilities such as function calling, intelligent routing, and multi-step reasoning, and supporting flexible deployment from small to large models.