TapeAgents

by ServiceNow · Agent Tool · ★ 303

About TapeAgents

TapeAgents TapeAgents is a framework that leverages a structured, replayable log (Tape) of the agent session to facilitate all stages of the LLM Agent development lifecycle. In TapeAgents, the agent reasons by processing the tape and the LLM output to produce new thoughts, actions, control flow steps and append them to the tape. The environment then reacts to the agent’s actions by likewise appending observation steps to the tape. Why TapeAgents Key features: Build your agent as a low-level state machine, as a high-level multi-agent team configuration, or as a mono-agent guided by multiple

agenticagentsai-agentsfinetuningllm-agentmulti-agentmulti-agent-simulationprompt-tuning

Quick Facts

Stars303
Forks38
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score70.930599438958/100
Open Issues30
Last Updated2025-12-16
Created2024-09-13
Platformspython
Est. Tokens~12764k

Compatible Skills

These tools work well together with TapeAgents for enhanced workflows:

  • Fast-LLM-Agent-MCP — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • NagaAgent — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (57%)
  • HealthFlow — semantic(0.33)+complementary+same_lang+similar_pop+shared_platform (56%)
  • solace-agent-mesh — semantic(0.33)+complementary+same_lang+similar_pop+shared_platform (56%)
  • agent-builder — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)

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Frequently Asked Questions

What is TapeAgents?

TapeAgents is TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle. It is categorized as a Agent Tool with 303 GitHub stars.

What programming language is TapeAgents written in?

TapeAgents is primarily written in Python. It covers topics such as agentic, agents, ai-agents.

How do I install or use TapeAgents?

You can find installation instructions and usage details in the TapeAgents GitHub repository at github.com/ServiceNow/TapeAgents. The project has 303 stars and 38 forks, indicating an active community.

What license does TapeAgents use?

TapeAgents is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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