V1.2.1

[nullure]

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

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This discussion was created from the release V1.2.1.