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The AI Workflow Cross-Platform Engine

Project description

AutoAgents Graph Python SDK

The AI Workflow Cross-Platform Engine

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PyPI version License MIT

Table of Contents

Why AutoAgents Graph?

AutoAgents Graph is a revolutionary AI workflow cross-platform engine that allows you to freely convert workflows between different AI platforms through a unified API. It enables seamless navigation through complex AI ecosystems with intelligent workflow orchestration.

  • Zero Learning Curve: Unified API design - learn once, use everywhere
  • Type Safety: Complete type validation based on Pydantic, ensuring secure workflow transmission
  • Platform Compatibility: Supports mainstream platforms like Dify, Agentify, with continuous expansion
  • Intelligent Conversion: Automatic node type recognition and conversion, with precise workflow translation

Quick Start

Prerequisites

  • Python 3.11+

Installation

pip install autoagents-graph

Examples

AutoAgents Graph provides three main usage patterns:

NL2Workflow - Cross-Platform Converter

from autoagents_graph import NL2Workflow
from autoagents_graph.engine.dify import DifyStartState, DifyLLMState, DifyEndState, START, END

# Create Dify platform workflow
workflow = NL2Workflow(
    platform="dify",
    app_name="Smart Assistant"
)

# Add nodes
workflow.add_node(id=START, state=DifyStartState(title="Start"))
workflow.add_node(id="ai", state=DifyLLMState(title="AI Response"))
workflow.add_node(id=END, state=DifyEndState(title="End"))

# Compile workflow
workflow.compile()

AgentifyGraph - Agentify Native Builder

from autoagents_graph.engine.agentify import AgentifyGraph, START
from autoagents_graph.engine.agentify.models import QuestionInputState, AiChatState

# Create Agentify workflow
graph = AgentifyGraph(
    personal_auth_key="your_key",
    personal_auth_secret="your_secret"
)

# Build intelligent conversation flow
graph.add_node(START, state=QuestionInputState(inputText=True))
graph.add_node("ai", state=AiChatState(model="doubao-deepseek-v3"))
graph.add_edge(START, "ai")

# Publish to platform
graph.compile(name="Smart Chat Assistant")

Supported Node Types

Agentify Platform Nodes

  • QuestionInputState - User input node
  • AiChatState - AI conversation node
  • ConfirmReplyState - Confirmation reply node
  • KnowledgeSearchState - Knowledge base search node
  • Pdf2MdState - Document parsing node
  • AddMemoryVariableState - Memory variable node
  • InfoClassState - Information classification node
  • CodeFragmentState - Code execution node
  • ForEachState - Loop iteration node
  • HttpInvokeState - HTTP request node
  • OfficeWordExportState - Word document export node
  • MarkdownToWordState - Markdown to Word conversion node
  • CodeExtractorState - Code extractor node
  • DatabaseQueryState - Database query node

Dify Platform Nodes

  • DifyStartState - Start node
  • DifyLLMState - LLM node
  • DifyKnowledgeRetrievalState - Knowledge retrieval node
  • DifyEndState - End node

Contributing

We welcome community contributions! Please check the contribution guidelines for detailed processes.

Development Workflow

  1. Fork this project
  2. Create a feature branch (git checkout -b feature/AmazingFeature)
  3. Commit your changes (git commit -m 'Add some AmazingFeature')
  4. Push to the branch (git push origin feature/AmazingFeature)
  5. Create a Pull Request

Contribution Types

  • Bug fixes
  • New feature development
  • Documentation improvements
  • Test cases
  • Platform adapters

License

This project is licensed under the MIT License - see the LICENSE file for details.

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