---
id: gocallum/nextjs16-agent-skills/upstash-vector-db-skills
version: "527eb19d"
license: none
install: manual
updated: 2026-01-21
---

# Upstash Vector Db Skills — Build vector search capabilities using Upstash's serverless database with automatic embedding and semantic matching. This skill covers index creation, document upserting, namespace isolation for multi-tenant apps, and query operations—all optimized for Vercel deployment. Includes patterns for RAG pipelines and batch indexing with MixBread AI as the recommended embedding provider.

Publisher: gocallum · Stars: 22 · Updated: 2026-01-21

Install (manual): `git clone https://github.com/gocallum/nextjs16-agent-skills`

*Unlicensed repository - metadata only, no file contents reproduced.*

[View on SkillFed](https://skillfed.io/gocallum/nextjs16-agent-skills/upstash-vector-db-skills) · [View on GitHub](https://github.com/gocallum/nextjs16-agent-skills)