LLM Function Calling Explained: A Deep Dive into the Request and ...
Jun 10, 2025 · As large language models (LLMs) continue to reshape how we interact with software, one of the most impactful features introduced is function calling — a way to bridge LLMs and …
Function calling in LLMs - GeeksforGeeks
Jan 9, 2026 · Function calling (also known as tool-calling) is a method by which models can reliably connect and interact with external tools or APIs. We provide the LLM with a set of tools and the …
Function Calling - Hugging Face
Instead of just generating text responses, LLMs can understand when to call specific functions and provide the necessary parameters to execute real-world actions.
Function Calling with LLMs | Prompt Engineering Guide
Function calling is an important ability for building LLM-powered chatbots or agents that need to retrieve context for an LLM or interact with external tools by converting natural language into API calls.
Function calling using LLMs - martinfowler.com
May 6, 2025 · With function calling, an LLM can analyze a natural language input, extract the user’s intent, and generate a structured output containing the function name and the necessary arguments …
Function Calling with LLMs: A (Very) Basic Python Example
Apr 23, 2025 · Learn how to empower your local LLM with dynamic function calling using only a system prompt and a few lines of Python. This guide walks through a practical example with Microsoft's Phi …
LLM Function Calling: Implementation Guide and Best Practices
Learn about llm function calling: implementation guide and best practices. Comprehensive guide for developers and practitioners.
What is LLM Function Calling and How Does it Work?
Oct 9, 2025 · LLM function calling is a way to let a language model perform real actions by producing structured outputs that tell your app what function to run and with what data.
Function Calling (LLM) - Guild.ai
4 days ago · What Is Function Calling (LLM)? Function calling is the ability of a large language model to analyze a user's natural language input, determine that an external function or API should be …
LLM Function Calling & API Integration | Practical Guide
Jun 14, 2025 · Explore LLM function calling - learn OpenAI function calling, API integration, and task automation that turns natural language into real-world actions.