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LLM Integration Guide: MCP, Tool Use, and Function Calling Explained

This article explores three distinct approaches for integrating large language models (LLMs) with external systems: MCP, tool use, and function calling. It aims to clarify the differences between these architectures and how they address the challenge of connecting LLMs to the broader digital ecosystem. The guide provides insights into the underlying mechanisms and potential applications of each integration method. AI

影响 Clarifies key methods for connecting LLMs to external systems, aiding developers in choosing the right integration architecture.

排序理由 The cluster contains a technical paper explaining different LLM integration methods. [lever_c_demoted from research: ic=1 ai=1.0]

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LLM Integration Guide: MCP, Tool Use, and Function Calling Explained

报道来源 [1]

  1. Towards AI TIER_1 English(EN) · Armin Norouzi, Ph.D ·

    MCP vs Tool Use vs Function Calling: LLM Integration Guide

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/mcp-vs-tool-use-vs-function-calling-llm-integration-guide-15010f09a43c?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/max/1187/1*lVs4yIPRk-aYFXANsouqPw.png" wi…