Docs updated v0.6.0

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2025-12-19 17:43:22 -05:00
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## [0.6.0] - 2025-12-18
### Added - Autonomy System (Phase 1 & 2)
**Autonomy Phase 1** - Self-Awareness & Planning Foundation
- **Executive Planning Module** [cortex/autonomy/executive/planner.py](cortex/autonomy/executive/planner.py)
- Autonomous goal setting and task planning capabilities
- Multi-step reasoning for complex objectives
- Integration with self-state tracking
- **Self-State Management** [cortex/data/self_state.json](cortex/data/self_state.json)
- Persistent state tracking across sessions
- Memory of past actions and outcomes
- Self-awareness metadata storage
- **Self Analyzer** [cortex/autonomy/self/analyzer.py](cortex/autonomy/self/analyzer.py)
- Analyzes own performance and decision patterns
- Identifies areas for improvement
- Tracks cognitive patterns over time
- **Test Suite** [cortex/tests/test_autonomy_phase1.py](cortex/tests/test_autonomy_phase1.py)
- Unit tests for phase 1 autonomy features
**Autonomy Phase 2** - Decision Making & Proactive Behavior
- **Autonomous Actions Module** [cortex/autonomy/actions/autonomous_actions.py](cortex/autonomy/actions/autonomous_actions.py)
- Self-initiated action execution
- Context-aware decision implementation
- Action logging and tracking
- **Pattern Learning System** [cortex/autonomy/learning/pattern_learner.py](cortex/autonomy/learning/pattern_learner.py)
- Learns from interaction patterns
- Identifies recurring user needs
- Adapts behavior based on learned patterns
- **Proactive Monitor** [cortex/autonomy/proactive/monitor.py](cortex/autonomy/proactive/monitor.py)
- Monitors system state for intervention opportunities
- Detects patterns requiring proactive response
- Background monitoring capabilities
- **Decision Engine** [cortex/autonomy/tools/decision_engine.py](cortex/autonomy/tools/decision_engine.py)
- Autonomous decision-making framework
- Weighs options and selects optimal actions
- Integrates with orchestrator for coordinated decisions
- **Orchestrator** [cortex/autonomy/tools/orchestrator.py](cortex/autonomy/tools/orchestrator.py)
- Coordinates multiple autonomy subsystems
- Manages tool selection and execution
- Handles NeoMem integration (with disable capability)
- **Test Suite** [cortex/tests/test_autonomy_phase2.py](cortex/tests/test_autonomy_phase2.py)
- Unit tests for phase 2 autonomy features
**Autonomy Phase 2.5** - Pipeline Refinement
- Tightened integration between autonomy modules and reasoning pipeline
- Enhanced self-state persistence and tracking
- Improved orchestrator reliability
- NeoMem integration refinements in vector store handling [neomem/neomem/vector_stores/qdrant.py](neomem/neomem/vector_stores/qdrant.py)
### Added - Documentation
- **Complete AI Agent Breakdown** [docs/PROJECT_LYRA_COMPLETE_BREAKDOWN.md](docs/PROJECT_LYRA_COMPLETE_BREAKDOWN.md)
- Comprehensive system architecture documentation
- Detailed component descriptions
- Data flow diagrams
- Integration points and API specifications
### Changed - Core Integration
- **Router Updates** [cortex/router.py](cortex/router.py)
- Integrated autonomy subsystems into main routing logic
- Added endpoints for autonomous decision-making
- Enhanced state management across requests
- **Reasoning Pipeline** [cortex/reasoning/reasoning.py](cortex/reasoning/reasoning.py)
- Integrated autonomy-aware reasoning
- Self-state consideration in reasoning process
- **Persona Layer** [cortex/persona/speak.py](cortex/persona/speak.py)
- Autonomy-aware response generation
- Self-state reflection in personality expression
- **Context Handling** [cortex/context.py](cortex/context.py)
- NeoMem disable capability for flexible deployment
### Changed - Development Environment
- Updated [.gitignore](.gitignore) for better workspace management
- Cleaned up VSCode settings
- Removed [.vscode/settings.json](.vscode/settings.json) from repository
### Technical Improvements
- Modular autonomy architecture with clear separation of concerns
- Test-driven development for new autonomy features
- Enhanced state persistence across system restarts
- Flexible NeoMem integration with enable/disable controls
### Architecture - Autonomy System Design
The autonomy system operates in layers:
1. **Executive Layer** - High-level planning and goal setting
2. **Decision Layer** - Evaluates options and makes choices
3. **Action Layer** - Executes autonomous decisions
4. **Learning Layer** - Adapts behavior based on patterns
5. **Monitoring Layer** - Proactive awareness of system state
All layers coordinate through the orchestrator and maintain state in `self_state.json`.
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## [0.5.2] - 2025-12-12
### Fixed - LLM Router & Async HTTP