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function-calling-using-llms

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LocalAI-FunctionCaller is a Python-based system that runs large language models (LLMs) locally and uses constrained decoding to intelligently select and execute functions based on user requests. It takes function definitions (name, description, parameters) and prompts as JSON, enabling the LLM to reason about which function to call without leaving

  • Updated Jun 18, 2026
  • Python

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