Crate tauri_plugin_velesdb 

tauri-plugin-velesdb

A Tauri plugin for VelesDB - Vector search in desktop applications.

This plugin provides seamless integration of VelesDB’s vector database capabilities into Tauri desktop applications.

Features

• Collection Management: Create, list, and delete vector collections
• Vector Operations: Insert, update, and delete vectors with payloads
• Vector Search: Fast similarity search with multiple distance metrics
• Text Search: BM25 full-text search across payloads
• Hybrid Search: Combined vector + text search with RRF fusion
• VelesQL: SQL-like query language for advanced searches

Usage

Rust (Plugin Registration)

fn main() {
    tauri::Builder::default()
        .plugin(tauri_plugin_velesdb::init("./data"))
        .run(tauri::generate_context!())
        .expect("error while running tauri application");
}

JavaScript (Frontend)

import { invoke } from '@tauri-apps/api/core';

// Create a collection
await invoke('plugin:velesdb|create_collection', {
  request: { name: 'documents', dimension: 768, metric: 'cosine' }
});

// Insert vectors
await invoke('plugin:velesdb|upsert', {
  request: {
    collection: 'documents',
    points: [{ id: 1, vector: [...], payload: { title: 'Doc' } }]
  }
});

// Search
const results = await invoke('plugin:velesdb|search', {
  request: { collection: 'documents', vector: [...], topK: 10 }
});

Re-exports

pub use error::CommandError;

pub use error::Error;

pub use error::Result;

pub use state::VelesDbState;

Modules

commands

Tauri commands for VelesDB operations.

error

Error types for the VelesDB Tauri plugin.

state

State management for the VelesDB Tauri plugin.

Functions

init

Initializes the VelesDB plugin with the specified data directory.

init_default

Initializes the VelesDB plugin with the default data directory.