TalaDB Playground

Interactive demo for TalaDB — a local-first document and vector database built in Rust.

Live demo: https://taladb-playground.vercel.app/

What's inside

• Notes — create, search, and delete notes stored in TalaDB via OPFS. Demonstrates document CRUD, full-text search, category filtering, secondary indexes, and live query subscriptions.
• Semantic Search — 15 articles embedded with all-MiniLM-L6-v2 (runs entirely on-device via @huggingface/transformers). Demonstrates vector indexing, findNearest, and hybrid filter + vector ranking.

Stack

• React + Vite
• taladb + @taladb/web (WASM + OPFS via Dedicated Worker)
• @huggingface/transformers v3 for on-device embeddings

Local development

pnpm install
pnpm dev

Requires the published @taladb/web package which ships the WASM binary. To test against a local build of TalaDB, run scripts/dev-playground.sh from the monorepo root.