ServiceNow/TapeAgents

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

58
/ 100
Established

Uses a **Tape** — an immutable, replayable log of agent execution — enabling state machine flexibility from single agents to multi-agent teams, with built-in debugging via TapeAgent Studio and optimization through tape-based finetuning. Integrates with LiteLLM for multi-model support, AutoGen for team coordination, and environments like BrowserGym, while supporting response streaming and persistent tape metadata for configuration optimization across the development lifecycle.

303 stars and 759 monthly downloads. Available on PyPI.

Maintenance 6 / 25
Adoption 17 / 25
Maturity 18 / 25
Community 17 / 25

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Stars

303

Forks

38

Language

Python

License

Apache-2.0

Last pushed

Dec 16, 2025

Monthly downloads

759

Commits (30d)

0

Dependencies

29

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