What's New
🧠 Omni-SimpleMem: Multimodal Memory
SimpleMem now supports text, image, audio & video memory.
- +411% on LoCoMo F1 over previous baselines
- +214% on Mem-Gallery F1
- 5.81 q/s retrieval throughput (3.5x faster)
- Built on three principles: Selective Ingestion, Progressive Retrieval, Knowledge Graph Augmentation
Other Changes
- README restructured with parallel SimpleMem (text) + Omni-SimpleMem (multimodal) organization
- Added Roadmap for upcoming multimodal infrastructure (cross-session, MCP, Docker)
- All 13 language READMEs updated
- Bug fixes and stability improvements
Full Changelog: v0.1.0...v0.2.0