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OR Apache-2.0","homepage":"https://taladb.dev/","keywords":["database","local-first","offline","wasm","react-native","vector","vector-search","embeddings","semantic-search","ai","rag","vector-database","embedded-database","on-device-ai","knn","hnsw"],"repository":{"url":"git+https://github.com/tala-sh/taladb.git","type":"git","directory":"packages/clients/taladb"},"description":"The embedded vector database for on-device AI — documents, similarity search, and offline sync for browser, React Native, and Node.js","maintainers":[{"name":"akongasidencio","email":"dennis@thinkgrid.dev"}],"readme":"# taladb\n\nLocal-first document database for React, React Native, and Node.js — powered by a Rust/WASM core with zero GC pauses.\n\n[![npm](https://img.shields.io/npm/v/taladb)](https://www.npmjs.com/package/taladb)\n[![License: Apache 2.0](https://img.shields.io/badge/License-Apache_2.0-orange.svg)](LICENSE)\n\n## What is TalaDB?\n\nTalaDB gives you a MongoDB-style document API that runs entirely on-device — in the browser via WASM + OPFS, in React Native via JSI, and in Node.js via a native module. No cloud, no sync server, no garbage-collection pauses.\n\n```ts\nimport { openDB } from 'taladb';\n\nconst db = await openDB('myapp.db');\nconst users = db.collection('users');\n\nawait users.createIndex('email');\n\nconst id = await users.insert({ name: 'Alice', email: 'alice@example.com', age: 30 });\n\nconst alice  = await users.findOne({ email: 'alice@example.com' });\nconst adults = await users.find({ age: { $gte: 18 } });\n\nawait users.updateOne({ email: 'alice@example.com' }, { $inc: { age: 1 } });\nawait users.deleteOne({ email: 'alice@example.com' });\n\nawait db.close();\n```\n\n## Installation\n\n```bash\n# npm\nnpm install taladb\n\n# pnpm\npnpm add taladb\n\n# yarn\nyarn add taladb\n```\n\nThe package automatically loads the right backend for your platform:\n\n| Platform | Backend |\n|----------|---------|\n| Browser  | `@taladb/web` (WASM + OPFS) |\n| Node.js  | `@taladb/node` (napi-rs native module) |\n| React Native | `@taladb/react-native` (JSI TurboModule) |\n\nInstall the appropriate platform package as well:\n\n```bash\n# Browser\npnpm add taladb @taladb/web\n\n# Node.js\npnpm add taladb @taladb/node\n\n# React Native\npnpm add taladb @taladb/react-native\n```\n\n## API\n\n### Database\n\n```ts\nconst db = await openDB(name?: string): Promise<TalaDB>\n\ndb.collection<T>(name: string): Collection<T>\ndb.close(): Promise<void>\n```\n\n### Collection\n\n```ts\n// Write\ncol.insert(doc): Promise<string>                          // returns ULID id\ncol.insertMany(docs): Promise<string[]>\ncol.updateOne(filter, update): Promise<boolean>\ncol.updateMany(filter, update): Promise<number>\ncol.deleteOne(filter): Promise<boolean>\ncol.deleteMany(filter): Promise<number>\n\n// Read\ncol.find(filter?): Promise<T[]>\ncol.findOne(filter): Promise<T | null>\ncol.count(filter?): Promise<number>\n\n// Indexes\ncol.createIndex(field): Promise<void>                     // idempotent\ncol.dropIndex(field): Promise<void>\n```\n\n### Filters\n\n```ts\n{ field: value }                                // equality\n{ field: { $eq, $ne, $gt, $gte, $lt, $lte } }  // comparisons\n{ field: { $in: [...], $nin: [...] } }          // set membership\n{ field: { $exists: true | false } }            // field presence\n{ $and: [...filters] }\n{ $or: [...filters] }\n{ $not: filter }\n```\n\n### Updates\n\n```ts\n{ $set:   { field: value } }      // set or replace\n{ $unset: { field: true } }       // remove field\n{ $inc:   { field: number } }     // increment / decrement\n{ $push:  { field: value } }      // append to array\n{ $pull:  { field: value } }      // remove from array\n```\n\n## Migrations\n\nRun schema migrations at open time — each migration runs exactly once, in version order:\n\n```ts\nimport { runMigrations } from 'taladb';\n\nawait runMigrations(db, [\n  {\n    fromVersion: 0,\n    toVersion: 1,\n    description: 'add default role',\n    async up(col) {\n      await col('users').updateMany({}, { $set: { role: 'viewer' } });\n    },\n  },\n]);\n```\n\n## Full Documentation\n\n**[https://taladb.dev](https://taladb.dev)**\n\n- [Introduction](https://taladb.dev/introduction)\n- [Web (Browser / WASM) Guide](https://taladb.dev/guide/web)\n- [Node.js Guide](https://taladb.dev/guide/node)\n- [React Native Guide](https://taladb.dev/guide/react-native)\n- [API Reference](https://taladb.dev/api/collection)\n\n## License\n\nApache 2.0 © [TalaDB](https://github.com/taladb)\n","readmeFilename":"README.md"}