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Reorganize community environments - Move lean_proof_env, router_env, and philosophical_rlaif_env.py to environments/community/ - Add comprehensive README for community environments - This organizes community-contributed environments into a dedicated community folder for better maintainability and discoverability
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# Community Environments
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This directory contains environments contributed by the community. These environments demonstrate various use cases and extensions of the Atropos framework.
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## Available Environments
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### 1. Lean Proof Environment (`lean_proof_env/`)
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**Author**: GabinFay
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**Purpose**: Testing Language Learning Models (LLMs) on Lean theorem proving tasks
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A comprehensive environment for evaluating LLMs on formal mathematical reasoning using the Lean theorem prover. Features include:
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- Support for custom problem datasets or MiniF2F benchmark
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- Integration with Lean 4 theorem prover
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- Configurable difficulty levels and problem sets
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- Automated proof validation
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**Requirements**: Lean 4 installation, OpenAI API key
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### 2. Router Environment (`router_env/`)
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**Author**: GabinFay
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**Purpose**: Multi-agent routing and coordination system
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A sophisticated environment for testing agent routing and coordination capabilities. Includes:
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- Multiple specialized agents (calendar, contact, Gmail, telephony, etc.)
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- Model Contextualized Protocol (MCP) tools integration
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- Spotify, Google Maps, and Perplexity integrations
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- Complex multi-turn conversation handling
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**Features**:
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- Telephony agent with inbound/outbound call handling
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- Calendar and contact management
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- Memory and calculation agents
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- Router agent for intelligent task delegation
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### 3. Philosophical RLAIF Environment (`philosophical_rlaif_env.py`)
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**Author**: GabinFay
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**Purpose**: Reinforcement Learning from AI Feedback (RLAIF) for philosophical reasoning
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An environment focused on training models for deep philosophical inquiry and reasoning. Features:
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- Deep thinking prompts with systematic reasoning processes
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- Preference learning for philosophical depth and nuance
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- Multi-perspective analysis and assumption questioning
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- Evaluation of response quality for philosophical discussions
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**Capabilities**:
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- Generates paired responses for preference comparison
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- Uses judge models to evaluate philosophical depth
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- Tracks preference consistency and reasoning quality
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- Supports WandB logging for training insights
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## Contributing
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To contribute a new environment to the community collection:
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1. **Fork the repository** and create a new branch
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2. **Add your environment** to this `community/` directory
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3. **Include comprehensive documentation**:
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- README with setup instructions
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- Requirements file for dependencies
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- Example usage and configuration
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4. **Follow naming conventions**:
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- Use descriptive directory names for complex environments
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- Single file environments should have descriptive names
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5. **Test thoroughly** before submitting
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6. **Submit a pull request** with a clear description
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## Environment Standards
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Community environments should:
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- Include clear documentation and setup instructions
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- Specify all dependencies in requirements files
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- Provide example configurations and usage
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- Follow the AtroposBaseEnv pattern for consistency
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- Include appropriate error handling and validation
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## Support
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For questions or issues with community environments:
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- Check the individual environment's README first
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- Open an issue in the main repository
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- Tag the environment author if possible
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---
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*These environments are community contributions and may have different maintenance levels and support compared to core Atropos environments.*
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