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Build a custom, lightweight instant search engine and UI overlay widget for an ecommerce storefront using Typesense and Node.js.

1. DATA MODEL & INDEXING ENGINE
- Connect to a self-hosted Typesense instance using official client libraries.
- Define a schema for 'products' containing: id (string), title (string), description (string), sku (string), category (string[]), price (float), compare_at_price (float), in_stock (bool), image_url (string), url (string), created_at (int64), boost_score (int32).
- Create an ingest pipeline script in Node.js that accepts product catalog JSON payloads or Webhook events (product create/update/delete) and syncs document updates into Typesense.

2. API LAYER & MERCHANDISING
- Create a light API endpoint (Express/Hono on Edge) wrapping Typesense queries.
- Support query params: q (string), filter_by (facets like price range, category, in_stock), sort_by (price, creation date, relevance), page (int), per_page (int).
- Implement custom boosting logic: automatically prioritize in_stock items over out-of-stock items, and multiply ranking by boost_score.
- Support manual synonym rules: allow mapping query inputs (e.g., 'sneakers') to target terms (e.g., 'shoes').

3. FRONTEND OVERLAY WIDGET
- Build a stand-alone, framework-agnostic Vanilla JS script (<25KB) embeddable via a single script tag.
- Bind to an existing input selector (e.g., header search bar) or trigger a modal dialog on keyboard shortcut (Cmd+K).
- Render instant autocomplete results while typing (debounce 150ms).
- Render multi-faceted filters (Category checkboxes, Price slider) on a dedicated search results drawer or page overlay.
- Display product thumbnail, title, strike-through price, and an instant 'Add to Cart' action button.

4. FAILURE MODES & LOGGING
- Implement fallback logic: if Typesense fails or times out (500ms), fallback gracefully to standard platform HTML search or empty state gracefully.
- Log zero-result search terms and popular queries to a lightweight SQLite database or logging service for merchant review.

5. OUT OF SCOPE
- Complex personalization algorithms or multi-tenant billing systems.

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