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Agent frameworks

smolagents

Treats executable code as a first-class agent action format.

Overview

Research summary

smolagents provides compact abstractions for agents that plan and execute actions through tools. Its code-agent approach lets a language model express several operations in Python, while other supported agent styles use conventional tool calls. Developers can connect local or hosted models and reuse tools from MCP servers, other libraries, or Hugging Face resources. The project documents execution backends for isolating generated code. This entry covers the agent library itself; execution services and model providers are separate components whose access and costs depend on configuration.

Repository summary

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Open issues
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Last push
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Commits, 90 days
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Repository activity
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Version
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Recorded catalogue figures. View repository data and provenance →

Classification

Pricing & services

Paid services unknown

Whether the provider offers paid products or services has not been established.

Licence scope

Implementation

Recorded implementation details and interfaces for smolagents.

Implementation details

Python agent and tool-execution library

Languages
Python
Repository type
source

Recorded interfaces and capabilities

Licence scope

Repository

Repository snapshots, release information and recorded maintenance signals.

Repository snapshot

huggingface/smolagents ↗

Stars
Unavailable
Open issues
Unavailable
Last push
Unavailable
Commits, 90 days
Unavailable
Repository activity
Not scored
Archived
Not recorded

Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).

Maintenance and provenance

Catalogue snapshot
2026-10-06

Documentation

Recorded references and research provenance for this entry.

Recorded sources 4

Research metadata

Research date
2026-10-02
Catalogue snapshot
2026-10-06

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Communities