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@upstash/vector index for RAG v1.0.0

Use this resource to store and query embeddings for semantic search or RAG

New

  • 431 downloads
  • 217 likes
  • 148 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install upstash-vector-rag-index

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent writes code that upserts, queries, fetches and deletes vectors, filters by metadata, organizes data in namespaces and picks dense, sparse or hybrid indexes. It suits AI assistants and semantic caches.

Mostly picked by

Updated November 2, 2026

Card for the “@upstash/vector index for RAG” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: setup, core operations and index choice
  • sdk-methods.md and features/: SDK methods, filters, index structure and namespaces

Good fit for

  • You build an assistant that answers from your documents
  • You want similarity recommendations over a catalogue

Not for

    Tags

    • vectors
    • embeddings
    • rag
    • upstash
    • typescript

    About

    You say

    “Index my help pages as vectors and run a semantic search from the chat.”

    Card for the “@upstash/vector index for RAG” skill

    Skill published by upstash under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to store and query embeddings for semantic search or RAG
    3. Review and adjust the result

    Content preview

    Files

    • features/filtering-and-metadata.md2.2 KB
    • features/index-structure.md4.6 KB
    • features/namespaces.md0.9 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • sdk-methods.md3.7 KB
    • SKILL.md2.3 KB

    Origin and licence

    Listed unmodified

    Author
    upstash
    Source
    github.com/upstash/skills/tree/adffa8896cd8e75649366a34183ecab6156e33c0/skills/upstash-vector-js
    Licence
    MIT

    Notice

    « upstash-vector-js » (upstash, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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