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babel-cli's Introduction

๐Ÿ› ๏ธ Babel CLI

(This project is under Babel Foundation initiative. You can read the manifest here)

babel-cli is a command-line tool for searching and indexing and syncing Babel assets. It supports semantic and generative search powered by Weaviate Vector DB.

Babel Foundation Architecture

Demo

Watch the video

Features

  • Index: Index babel assets.
  • Sync: Sync metadata. Walk through Babel assets and sync metadata.
  • Search: Semantic and Generative Search.

Commands

Index

babel-cli metadata init

Sync

babel-cli metadata sync

Semantic Search

babel-cli sem-search --limit 1 --query "vacation plan"

semantic search example

Generative Search

babel-cli gen-search --limit 1 --query "vacation plan" --prompt "write a short story max 20 words about {summary}"

semantic search example

TODO

  • Vector DB (weaviate) integration
  • Initialize database and home directory
  • Initialize metadata
  • Sync metadata
  • Stats reporting
  • CRUD commands (basic)
  • Tag implementation
  • Sync with remote (Git)
  • BabelQL implementation?
  • Workflow implementation: inbox -> project -> area -> resource -> archive
  • Share implementation
  • Knowledge graph generation
  • Search implementation (local and remote)
    • By similarity
    • By tags
    • By parameters (name, category, etc.)
  • Testing Testing Testing

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