upstash-vector-db-skills
Links
- Docs: https://upstash.com/docs/vector
- Getting Started: https://upstash.com/docs/vector/overall/getstarted
- Semantic Search Tutorial: https://upstash.com/docs/vector/tutorials/semantic_search
- Namespaces: https://upstash.com/docs/vector/features/namespaces
- Embedding Models: https://upstash.com/docs/vector/features/embeddingmodels
- MixBread AI: https://www.mixbread.ai/ (preferred embedding provider)
Quick Setup
1. Create Vector Index (Upstash Console)
- Go to Upstash Console
- Create Vector Index: name, region (closest to app), type (Dense for semantic search)
- Select embedding model: MixBread AI recommended (or use Upstash built-in models)
- Copy
UPSTASH_VECTOR_REST_URLandUPSTASH_VECTOR_REST_TOKENto.env
2. Install SDK
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