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Tool-Augmented Language Models and Function Calling

Equipping a language model to invoke external tools - search engines, calculators, code interpreters, and APIs - by emitting structured function calls, then incorporating the returned results into its response, enabling multi-step task solving beyond the model's parametric knowledge.

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LLM Function Calling in Python using OpenAI and LangChain for Tool Invocation

Function calling is a mechanism within Large Language Model (LLM) architectures that enables agents to offload non-generative tasks by reasoning over defined schemas and generating structured, parsib…