Every premium and members-only resource for $9.99/month, as a no-commitment subscription. See the plans

PalateKit

Sign in
Menu

Request a resource

Describe the resource you are missing in one sentence. We will email you when it is published.

0 / 280

A page, a video or an image online.

Unlock PalateKit

Unlock everything

Plan

Paying means accepting our terms of sale.

Secure payment by Stripe. Receipts and invoices sent by email.

Welcome back

Sign in to install, download or save this resource. A free account is enough for free resources.

Vector database setup v1.0.0

Use this resource to set up a vector database for semantic search

New

  • 403 downloads
  • 182 likes
  • 245 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install vector-database-semantic-search

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 compares databases, configures the client, generates embeddings in batches and indexes documents with their metadata. You get ready-to-use indexing and query operations for the database you choose.

Mostly picked by

Updated November 2, 2026

Card for the “Vector database setup” skill

Details

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

Similar resources

View all

What you get

  • SKILL.md: database comparison table (managed, embedded or server)
  • SKILL.md: batch embedding generation with OpenAI
  • SKILL.md: configuration, upsert and query for Pinecone and Chroma

Good fit for

  • You are adding semantic search to an application
  • You need to store embeddings with filterable metadata

Not for

    Tags

    • vector database
    • embeddings
    • semantic search

    About

    You say

    “Set up semantic search over our articles with pgvector and OpenAI embeddings.”

    Card for the “Vector database setup” skill

    Skill published by patricio0312rev 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 set up a vector database for semantic search
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md13.1 KB

    Origin and licence

    Listed unmodified

    Author
    patricio0312rev
    Source
    github.com/patricio0312rev/skills/tree/79ea6af485698b31060b63f0066f712560757b29/ai-engineering/vector-db-setup
    Licence
    MIT

    Notice

    « vector-db-setup » (patricio0312rev, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

    User reviews

    –

    No ratings yet

    Loading reviews…

    Delete your review?

    Your rating and comment will be removed from the page.