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Function-Based Tool Definitions · Awesome GitHub Repositories

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Awesome GitHub RepositoriesFunction-Based Tool Definitions

Methods for defining agent tools using standard Python functions.

Distinguishing note: Focuses on the function-based authoring pattern.

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  • huggingface/smolagents

    huggingface/smolagents

    25,515View on GitHub↗

    This framework provides a development toolkit for building autonomous agents that utilize language models to solve complex, non-deterministic tasks. Its core design centers on a code-executing architecture where agents generate and run Python code snippets to perform logic, data manipulation, and tool interactions. By moving beyond structured data formats, the system enables agents to manage program flow and object state through iterative reasoning cycles. The project distinguishes itself through its focus on code-based agent implementation and secure execution environments. Developers can ch

    Enables tool creation by converting Python functions using type hints and docstrings.

    Python
    25,515View on GitHub↗