Vector DB Setup

Crafted includes a built‑in vector database for semantic search.

1. Create a Collection – In the dashboard, go to Data → Vector DB and click New Collection.
2. Configure dimensions – specify the embedding size (e.g., 1536 for OpenAI embeddings).
3. Add documents – upload files or use the API endpoint
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   /api/vector-db

   to upsert vectors.
4. Query – use the SDK method
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   vectorDB.search(collectionId, queryVector)

   .

For large datasets, consider enabling sharding in the collection settings.