code-act — Agent Tool by xingyaoww

by xingyaoww · Agent Tool · ★ 1.6k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About code-act

Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

llmllm-agentllm-finetuningllm-framework

Quick Facts

Stars1,616
Forks129
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score41.25/100
Open Issues13
Last Updated2024-05-23
Created2024-01-13
Platformspython
Est. Tokens~1639k

Compatible Skills

These tools work well together with code-act for enhanced workflows:

  • SimplerLLM — semantic(0.35)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • Agently — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • mirascope — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (55%)
  • TapeAgents — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
  • Toucan — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (53%)

code-act alternative? Top 6 similar tools

Looking for a code-act alternative? If you're comparing code-act with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • langroid by langroid · ⭐ 4.0k

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  • holmesgpt by HolmesGPT · ⭐ 2.4k

    SRE Agent - CNCF Sandbox Project

  • LLMCompiler by SqueezeAILab · ⭐ 1.8k

    [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

  • llama-cpp-agent by Maximilian-Winter · ⭐ 620

    The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allow

  • edsl by expectedparrot · ⭐ 457

    Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market

  • palico-ai by palico-ai · ⭐ 342

    Build, Improve Performance, and Productionize your LLM Application with an Integrated Framework

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Frequently Asked Questions

What is code-act?

code-act is Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.. It is categorized as a Agent Tool with 1.6k GitHub stars.

What programming language is code-act written in?

code-act is primarily written in Python. It covers topics such as llm, llm-agent, llm-finetuning.

How do I install or use code-act?

You can find installation instructions and usage details in the code-act GitHub repository at github.com/xingyaoww/code-act. The project has 1.6k stars and 129 forks, indicating an active community.

What license does code-act use?

code-act is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to code-act?

The top alternatives to code-act on Agent Skills Hub include langroid, holmesgpt, LLMCompiler. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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