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v0.1.0 - First Official Release

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@jplfaria jplfaria released this 13 Jun 03:58
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v0.1.0
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🎉 ModelSEEDagent v0.1.0 - First Official Release

Initial release of ModelSEEDagent - A comprehensive AI-powered metabolic modeling platform.

🎯 Major Features

🧠 AI-Powered Orchestration

  • Advanced reasoning chains with multi-step analysis
  • Hypothesis-driven scientific analysis
  • Collaborative AI-human decision making
  • Dynamic workflow adaptation

🔧 Comprehensive Tool Ecosystem (29 Tools)

  • COBRApy Integration (16 tools): FBA, gene knockouts, essentiality analysis, flux sampling
  • AI Media Tools (6 tools): Intelligent media selection, optimization, and compatibility analysis
  • ModelSEED Tools (6 tools): Model building, annotation, gapfilling, RAST integration
  • Biochemistry Tools (3 tools): Compound resolution, database search
  • Audit Tools (2 tools): Real-time verification and tool auditing

📊 Universal Model Infrastructure

  • BiomassDetector for automatic biomass identification
  • MediaManager for growth media optimization
  • CompoundMapper for biochemical compound resolution

📚 Production-Ready Documentation

  • Comprehensive architecture documentation with ASCII diagrams
  • Interactive user guides and API documentation
  • Automated release notes and tool reference
  • Troubleshooting and deployment guides

🏗️ Architecture Highlights

Modular Design

  • Clean separation between agents, tools, and LLM backends
  • Universal tool interface with validation and error handling
  • Extensible framework for adding new capabilities

LLM Flexibility

  • Support for 13+ models via Argo Gateway
  • OpenAI API integration
  • Local LLM support (Llama 3.x)
  • Model factory with dynamic configuration

Audit & Reliability

  • Comprehensive audit trails for all operations
  • Real-time tool verification
  • Session state management
  • Performance optimization and monitoring

🚀 Getting Started

```bash

Clone the repository

git clone https://github.com/jplfaria/ModelSEEDagent.git

Install dependencies

pip install -r requirements.txt

Run interactive session

python src/main.py
```

🔗 Links

This release represents the foundation of a powerful AI-driven metabolic modeling platform, ready for scientific research and industrial applications.

🤖 Generated with Claude Code

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