Best Alternatives to code-act
Vision / MultimodalΒ·β
1.7k
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.
#LLM Agents#Code Execution#Instruction Tuning#Python#Large Language Models#Coding
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Best Alternatives to code-act
ToolDescriptionStarsLicenseUpdated
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ragflow
ragflowRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
β
81.5k
APACHE-2.0
1d ago
Details β02
n8n
n8nFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
β
190.2k
NOASSERTION
1d ago
Details β03
Claude Flow
Claude FlowThe leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms.
β
56.4k
MIT
1d ago
Details β04
ToolJet
ToolJetToolJet is the open-source foundation of ToolJet AI - the AI-native platform for building internal tools, dashboard, business applications, workflows and AI agents π
β
37.9k
AGPL-3.0
1d ago
Details β05
Open Interpreter
Open InterpreterA natural language interface for computers. Lets LLMs run code (Python, Javascript, Shell, etc.) locally on your machine.
β
63.7k
AGPL-3.0
1w ago
Details β06
ruflo
rufloπ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
β
56.4k
MIT
1d ago
Details β07
UI-TARS-desktop
UI-TARS-desktopThe Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
β
35.7k
Apache-2.0
1w ago
Details β08
GPT Researcher
GPT ResearcherAn LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.
β
27.4k
Apache-2.0
2d ago
Details β02
Side-by-Side Comparison
| Field | code-act | ragflow | n8n | Claude Flow |
|---|---|---|---|---|
| Category | Vision / Multimodal | Vision / Multimodal | Vision / Multimodal | Vision / Multimodal |
| Stars | β 1.7k | β 81.5k | β 190.2k | β 56.4k |
| License | β | APACHE-2.0 | NOASSERTION | MIT |
| Updated | 2y ago | 1d ago | 1d ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare code-act With Others
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FAQ
What is code-act?
CodeAct unifies LLM agents' actions into an executable code space, enabling dynamic revision and new actions based on execution results. This approach significantly outperforms traditional text and JSON action methods, improving LLM agent success rates on complex tasks.
What is the best alternative to code-act?
ragflow is the top-rated alternative to code-act in the Vision / Multimodal category.
Is there a free alternative to code-act?
ragflow is a free, open-source alternative.
Is code-act open source?
Yes, code-act is open source on GitHub.