---
title: Vector / Semantic Search
description: Reference pages for indexing, querying, and tuning vector and semantic search
canonical: https://www.paradedb.com/docs/reference/vector/overview
---

<Note>This is a beta feature available in versions `0.25.0` and above.</Note>

Use these pages when you need the exact SQL shape for vector search in
ParadeDB. For the mental model, see [How Vector Search Works](/concepts/vector/overview).

<CardGroup cols={2}>
  <Card
    title="Indexing Vectors"
    icon="database"
    href="/reference/indexing/indexing-vectors"
  >
    Add pgvector `vector` columns to a ParadeDB index.
  </Card>
  <Card
    title="Querying Vectors"
    icon="chart-scatter"
    href="/reference/vector/querying"
  >
    Run nearest-neighbor queries with filters and deterministic ordering.
  </Card>
  <Card
    title="Tuning Recall and Latency"
    icon="ruler"
    href="/reference/vector/tuning"
  >
    Adjust vector search parameters for larger datasets.
  </Card>
  <Card title="Hybrid Search" icon="shuffle" href="/reference/hybrid/overview">
    Combine vector and full-text rankings.
  </Card>
</CardGroup>