Vector Documentation Skill

Quick Start

• Install the Vector TS SDK.
• Connect to a Vector instance.
• Upsert vectors, query them, and manage namespaces.

import { Index } from "@upstash/vector";
const index = new Index({
  url: process.env.UPSTASH_VECTOR_REST_URL!,
  token: process.env.UPSTASH_VECTOR_REST_TOKEN!,
});

await index.upsert([{ id: "1", vector: [0.1, 0.2], metadata: { tag: "example" } }]);

const results = await index.query({
  vector: [0.1, 0.2],
  topK: 5,
});

Other Skill Files

TS SDK Reference

• sdk-methods

  : Explains SDK commands: delete, fetch, info, query, range, reset, resumable-query, upsert

Features

• features/namespaces

  : Explains namespaces and dataset organization.

• features/index-structure

  : Covers hybrid and sparse index structures.

• features/filtering-and-metadata

  : Details metadata storage and server-side filtering.