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Tool Definition Frameworks · Awesome GitHub Repositories

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Awesome GitHub RepositoriesTool Definition Frameworks

Systems for defining and decorating functions as executable tools for AI agents.

Distinguishing note: Focuses on the developer-facing API for tool registration and metadata handling.

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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 function decoration to expose custom logic as executable tools for agents.

    Python
    25,515View on GitHub↗