EmbeddingBridge v0.1.0-alpha3

Release v0.1.0-alpha3: Remote and housekeeping commands

This release introduces remote operations and housekeeping commands.

Features

• Push embeddings to remote repositories (eb push)
• Pull embeddings from remote repositories (eb pull)
• Perform garbage collection on unused embedding objects (eb gc)
• Retrieve embeddings or metadata by hash or version (eb get)

Core Commands

• eb push <remote> [<set>] - Upload embedding objects to a remote repository
• eb pull <remote> [<set>] - Download embedding objects from a remote repository
• eb gc - Clean up unused embedding objects
• eb get <hash> - Retrieve embeddings or metadata for a specific hash or version

Full Changelog: 0.1.0-alpha2...0.1.0-alpha3

EmbeddingBridge v0.1.0-alpha2

Release v0.1.0-alpha2: S3 Remote Integration

This is the second pre-release of EmbeddingBridge, focusing on remote storage capabilities with S3 integration.

Features

• S3 Remote Storage Support

  • Push embeddings to S3 buckets with eb remote push
  • Store embeddings efficiently with Parquet file format support
  • Configure remotes with simple commands

• Set Management System

  • Create named sets of embeddings (eb set create)
  • Switch between sets (eb set switch)
  • List available sets (eb set list)
  • Compare differences between sets (eb set diff)

• Performance Improvements

  • Optimized storage format for faster recall
  • Reduced memory footprint for large embedding collections

Installation

1. Extract the archive:

   tar xzf embedding_bridge-v0.1.0-alpha2.tar.gz

2. Run the wrapper script:

   cd embedding_bridge-v0.1.0-alpha2
   ./run_embedding_bridge.sh

Remote Storage Commands

• eb remote add <name> s3://<bucket-name> - Add an S3 remote
• eb remote list - List configured remotes
• eb remote push <name> - Push current set to remote

Known Limitations

• eb remote pull is not yet functional in this release
• S3 integration requires AWS credentials in your environment
• eb rm command has limited testing and may have edge case issues
• eb gc (garbage collection) should be used with caution
• Windows support is experimental

Bug Reports

Please report any issues on our GitHub issue tracker.

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.