autogen mermaid generator.stub

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id: autogen-mermaid-generator name: AutogenMermaidGenerator repo_path: ~/Documents/sw30labs/repos/AutogenMermaidGenerator remote_url: https://github.com/sw30labs/AutogenMermaidGenerator.git primary_language: Python framework: pyautogen GroupChat + OpenAI ingested: 2026-04-13 last_commit_date: 2024-11-17 category: developer-tools stacks: [agentic, converter]

Purpose

Generates Mermaid.js diagrams from source code using AI agents in a GroupChat structure. Creates visual representations of code architecture including data flow diagrams, entity-relationship diagrams, and component interactions.

Architecture

• Three-agent system via GroupChat: START → CORE_CODER_AGENT → CORE_MANAGER_AGENT → END with rejection/acceptance loop
• AUTOGEN_MANAGER_AGENT: Monitors both core agents for quality assurance
• Iterative refinement: Manager validates diagrams and requests corrections until quality threshold met
• YAML-driven prompts: Includes target, simple_start, core agent instructions, example schemas, and output examples
• Multi-diagram output: Generates ERD, data flow diagrams, component diagrams in Mermaid syntax
• JSON + Markdown reports: Structured output with data dictionary and context

Dependencies

• pyautogen (0.3.1) - GroupChat orchestration
• openai - GPT-4 LLM
• tiktoken - token counting for OpenAI
• chardet - file encoding detection
• PyYAML - configuration
• Python stdlib

Key Features

• Automatic diagram generation from source code
• Multi-agent validation and refinement
• Entity-Relationship Diagram (ERD) support
• Data Flow Diagram (DFD) support
• Sequence diagram generation
• Token counting and context management
• Markdown report generation with examples
• File MD5 hash tracking
• Comprehensive logging and error handling

Tags

• python
• llm
• openai
• mermaid
• cli
• developer-tools

Entities and Topics

• developer-tools
• autogen-doc-generator