craftgen  by craftgen

Open-source AI agent platform for building no-code workflows

created 1 year ago
299 stars

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Project Summary

Craftgen.ai is an open-source, no-code AI platform designed for both technical and non-technical users to integrate AI into various workflows. It offers a visual canvas for building and testing AI workflows, supports a wide range of LLMs and inference providers, and enables the creation of custom agents with pre-built or custom tools.

How It Works

Craftgen.ai utilizes a scalable graph architecture and the Actor Model, an event-driven approach for reliable data processing. This design allows for dynamic tool and workflow generation, enabling seamless integration with any API following the OpenAPI specification via JSON schema. This architecture facilitates modular AI components and a marketplace for diverse user needs.

Quick Start & Requirements

  • Installation and usage details are not explicitly provided in the README.
  • Refer to Homepage and Examples for potential setup information.

Highlighted Details

  • Supports hundreds of proprietary and open-source LLMs, including GPT, Mistral, Llama3, and Ollama.
  • Enables agent creation using LLM Function Calling or ReAct patterns.
  • Features a visual workflow builder and real-time monitoring capabilities.
  • Offers comprehensive LLM support and observability compared to alternatives like LangChain and Flowise.

Maintenance & Community

  • The project is described as a dynamic work in progress.
  • Community support is available via Discord.
  • Updates and announcements are shared on Twitter.

Licensing & Compatibility

  • The README does not explicitly state the license type.

Limitations & Caveats

  • The project is a dynamic work in progress, implying potential for rapid changes and instability.
  • Specific installation and setup instructions are not detailed within the provided README.
Health Check
Last commit

5 months ago

Responsiveness

1 week

Pull Requests (30d)
0
Issues (30d)
0
Star History
7 stars in the last 90 days

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