ServiceNow/TapeAgents
TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle
This framework helps developers build, test, and improve AI agents powered by large language models (LLMs). It uses a 'tape' to record an agent's reasoning process and interactions, which developers can then use to debug issues, optimize performance, or even fine-tune the underlying LLMs. Developers who are creating AI assistants, automated decision-making systems, or complex multi-agent applications would use this.
303 stars. Available on PyPI.
Use this if you are a developer building sophisticated LLM-based agents and need robust tools for debugging, optimizing, and iterating on their behavior.
Not ideal if you are a non-developer looking for an off-the-shelf AI agent solution or a simple wrapper for LLM API calls.
Stars
303
Forks
38
Language
Python
License
Apache-2.0
Category
Last pushed
Dec 16, 2025
Commits (30d)
0
Dependencies
29
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