EmbeddingBridge v0.1.0-alpha

EmbeddingBridge v0.1.0-alpha

This is the first pre-release of EmbeddingBridge, a command-line tool for managing and versioning embedding vectors.

Features

• Local embedding storage and versioning
  • Binary files (.bin) with dimension specification
  • NumPy arrays (.npy) with auto-detection
  • Basic version control for embeddings

Installation

1. Extract the archive:

   tar xzf embedding_bridge-v0.1.0-alpha.tar.gz

2. Run the wrapper script:

   cd embedding_bridge-v0.1.0-alpha
   ./run_embedding_bridge.sh

Getting Started

1. Initialize a new embedding repository:

   eb init

2. Register your first model:

   eb model register <model-name> --dimensions <dims> [--normalize]

Core Commands

• eb store --embedding vector.bin --dims 1536 file.txt - Store binary embeddings
• eb store --embedding vector.npy file.txt - Store NumPy embeddings
• eb status file.txt - Check embedding version status
• eb diff <hash1> <hash2> - Compare different embedding versions
• eb rollback <hash> file.txt - Revert to previous versions
• eb model list - List all registered models

Known Limitations

• Only local file storage is supported in this release
• Binary files require manual dimension specification
• Limited to single-model versioning

Bug Reports

Please report any issues on our GitHub issue tracker.