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feat: implement clean embedding architecture with Q8/FP32 precision control

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- Unified embedding system with single EmbeddingManager
- Q8 model support with 75% smaller footprint (23MB vs 90MB)
- Intelligent precision auto-selection based on environment
- Clean cached embeddings with TTL and memory management
- Zero-config setup with smart defaults
- Complete storage structure documentation
- Removed legacy worker and hybrid managers
- Streamlined model configuration and precision management
This commit is contained in:
David Snelling 2025-09-02 10:00:52 -07:00
parent 3227ad907c
commit 184d5dcf34
23 changed files with 1575 additions and 1369 deletions
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CHANGELOG.md
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@ -2,6 +2,8 @@
All notable changes to this project will be documented in this file. See [standard-version](https://github.com/conventional-changelog/standard-version) for commit guidelines.
## [2.13.0](https://github.com/soulcraftlabs/brainy/compare/v2.12.0...v2.13.0) (2025-09-02)
## [2.10.0](https://github.com/soulcraftlabs/brainy/compare/v2.9.0...v2.10.0) (2025-08-29)
## [2.8.0](https://github.com/soulcraftlabs/brainy/compare/v2.7.4...v2.8.0) (2025-08-29)