Memories-dev

Major Changes 🌟
- **Production-Grade Release**:
- Elevated to version 2.0.0 marking enterprise readiness
- Comprehensive stability improvements
- Production-grade performance optimizations
- Full backward compatibility guarantees

- **Architecture Enhancements**:
- Advanced memory processing algorithms
- Improved scalability for large deployments
- Enhanced multi-node support
- Optimized resource utilization

- **API Maturity**:
- Stabilized public APIs
- Comprehensive versioning support
- Enhanced error handling
- Improved response formats

Performance Improvements ⚡
- **Memory Processing**:
- 50% faster memory formation
- Reduced memory footprint
- Optimized cache utilization
- Enhanced parallel processing

- **Query Performance**:
- Advanced query optimization
- Improved response times
- Better resource management
- Enhanced data retrieval

Developer Experience 👩‍💻
- **Documentation**:
- Comprehensive API reference
- Interactive code examples
- Advanced usage patterns
- Best practices guide

- **Testing & Quality**:
- Expanded test coverage
- Real-world scenario testing
- Performance benchmarks
- Automated quality checks

New Features ✨
- **Location Analysis**:
- Advanced ambience analysis
- Real-time traffic patterns
- Environmental monitoring
- Urban development tracking

- **Data Processing**:
- Enhanced image processing
- Advanced vector handling
- Improved data validation
- Real-time updates

Reliability Improvements 🛡️
- **Performance**:
- Optimized Redis integration
- Improved memory management
- Enhanced data cleanup
- Better resource utilization

- **Error Handling**:
- Advanced error recovery
- Network resilience
- Improved logging
- Better diagnostics

Changed
- Bumped version to 1.1.8 for maintenance release

Added
- Added matplotlib as a required core dependency for visualization support
- Ensured matplotlib is installed by default with the base package

Fixed
- Fixed ModuleNotFoundError for matplotlib in core memory module
- Improved dependency management for visualization components
- Made matplotlib a compulsory dependency to prevent import errors

Added
- Added missing dependencies: netCDF4, python-multipart, pyjwt, folium, rtree
- Added new CUDA setup script for better GPU support
- Added comprehensive installation verification

Changed
- Updated geopy version to 2.4.1
- Improved dependency management across Python versions
- Enhanced GPU installation process
- Updated documentation with clearer installation instructions

Fixed
- Fixed version inconsistencies across configuration files
- Improved error handling in GPU setup
- Resolved package conflicts in Python 3.13

Changed
- Cleaned up dependency management
- Removed redundant and built-in Python modules from dependencies
- Standardized version constraints across Python versions
- Added missing dependencies for core functionality

Fixed
- Removed duplicate package entries
- Fixed incorrect package specifications
- Ensured consistent dependency versions across Python versions
- Improved package compatibility across Python 3.9-3.13