1.2.1

FranckyB/Voice-Clone-Studio1.2.1Nov 23, 2025by nullure

AI Summary

This release overhauls the SDKs, enabling them to operate as standalone applications with full feature parity to the backend, including support for local SQLite storage and advanced memory features.

Key Highlights

Full standalone capability for both JavaScript and Python SDKs
Local-first architecture with SQLite backend
Support for all 5 cognitive sectors and advanced features
Complete rewrite of SDK examples and comprehensive test suites

New Features

Standalone SDK execution mode
Comprehensive test suites for JS and Python SDKs
Mermaid diagrams in README showing data flow

Full Release Notes

## 1.2.1 - Standalone Sdk

### Added

- **Python SDK (`sdk-py/`)**: SDK Overhaul, it can now perform as a standalone version of OpenMemory
  - Full feature parity with Backend
  - Local-first architecture with SQLite backend
  - Multi-sector memory (episodic, semantic, procedural, emotional, reflective)
  - All embedding providers: synthetic, OpenAI, Gemini, Ollama, AWS
  - Advanced features: decay, compression, reflection
  - Comprehensive test suite (`sdk-py/tests/test_sdk_py.py`)

- **JavaScript SDK Enhancements (`sdk-js/`)**: SDK Overhaul, it can now perform as a standalone version of OpenMemory
  - Full feature parity with Backend
  - Local-first architecture with SQLite backend
  - Multi-sector memory (episodic, semantic, procedural, emotional, reflective)
  - All embedding providers: synthetic, OpenAI, Gemini, Ollama, AWS
  - Advanced features: decay, compression, reflection

- **Examples**: Complete rewrite of both JS and Python examples
  - `examples/js-sdk/basic-usage.js` - CRUD operations
  - `examples/js-sdk/advanced-features.js` - Decay, compression, reflection
  - `examples/js-sdk/brain-sectors.js` - Multi-sector demonstration
  - `examples/py-sdk/basic_usage.py` - Python CRUD operations
  - `examples/py-sdk/advanced_features.py` - Advanced configuration
  - `examples/py-sdk/brain_sectors.py` - Sector demonstration
  - `examples/py-sdk/performance_benchmark.py` - Performance testing

- **Tests**: Comprehensive test suites for both SDKs
  - `tests/js-sdk/js-sdk.test.js` - Full SDK validation
  - `tests/py-sdk/test-sdk.py` - Python SDK validation
  - Tests cover: initialisation, CRUD, sectors, advanced features

- **Architecture Documentation**
  - Mermaid diagram in main README showing complete data flow
  - Covers all 5 cognitive sectors
  - Shows embedding engine, storage layer, and recall engine
  - Includes temporal knowledge graph integration
  - Node.js script to regenerate diagrams