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https://github.com/margostino/babel-cli

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Host: GitHub
URL: https://github.com/margostino/babel-cli
Owner: margostino
License: apache-2.0
Created: 2023-09-01T21:46:55.000Z (over 1 year ago)
Default Branch: master
Last Pushed: 2024-12-18T16:36:15.000Z (22 days ago)
Last Synced: 2024-12-18T17:26:52.847Z (22 days ago)
Language: Go
Size: 8.81 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # 🛠️ Babel CLI

(This project is under Babel Foundation initiative. You can read the manifest [here](https://github.com/margostino/babel-foundation))

`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](https://weaviate.io/).



  



## Demo

[![Watch the video](https://img.youtube.com/vi/dkvbfGB1qRE/default.jpg)](https://youtu.be/dkvbfGB1qRE)

## Features

- **Index**: Index babel assets.

- **Sync**: Sync metadata. Walk through Babel assets and sync metadata.

- **Search**: [Semantic](https://weaviate.io/developers/academy/py/starter_text_data/text_searches/semantic) and [Generative](https://weaviate.io/developers/weaviate/modules/reader-generator-modules/generative-openai) Search.

## Commands

### Index

```bash

babel-cli metadata init

```

### Sync

```bash

babel-cli metadata sync

```

### Semantic Search

```bash

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

```

![semantic search example](./assets/sem-search-example.png "Semantic Search")

### Generative Search

```bash

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

```

![semantic search example](./assets/gen-search-example.png "Generative Search")

### TODO

- [x] Vector DB (weaviate) integration

- [x] Initialize database and home directory

- [x] Initialize metadata

- [x] Sync metadata

- [x] 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