HNSW Index + Performance Improvements

Highlights

• Introduced non-linear HNSW index for approximate O(log n) similarity search
• Improved memory footprint and insertion performance
• Optimized similarity search execution
• Added GetStore command for retrieving a single store with explicit StoreNotFound error

HNSW + AI Model Support

Highlights

• Added support for HNSW index configuration with default configurations
• Added support for GetStore
• Added support for new AI models (buffalo_l, sface, clipvit audio)

Vision + Audio Model Expansion

Highlights

• Added buffalo_l face embedding model
• Added sface + yunet detection/embedding pipeline
• Introduced runtime model arguments (e.g., adjustable confidence threshold)
• Added clipvit audio model (max 10s audio input)
• Added GetStore command support

Migrate to GRPC

Fix persistence with custom serialize deserialize (#229)

* Removing verbose logging when persistence is turned on

* Fix broken persistence from new grpc types

Migrate to GRPC

bin/cli/0.1.0

Migrate to GRPC

Migrate to GRPC

bin/ai/0.1.0

Migrate to GRPC

Heimdall, open the bifrost

bin/cli/0.0.0

Webpage (#168)

Heimdall, open the bifrost

bin/db/0.0.0

correct bin (#163)

Heimdall, open the bifrost

bin/ai/0.0.0

correct bin (#163)