> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://api.qdrant.tech/v-1-13-x/api-reference/search/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://api.qdrant.tech/_mcp/server.

# Search


## API Docs

- Search [Search points](https://api.qdrant.tech/v-1-18-x/api-reference/search/points.md)
- Search [Search batch points](https://api.qdrant.tech/v-1-18-x/api-reference/search/batch-points.md)
- Search [Search point groups](https://api.qdrant.tech/v-1-18-x/api-reference/search/point-groups.md)
- Search [Recommend points](https://api.qdrant.tech/v-1-18-x/api-reference/search/recommend-points.md)
- Search [Recommend batch points](https://api.qdrant.tech/v-1-18-x/api-reference/search/recommend-batch-points.md)
- Search [Recommend point groups](https://api.qdrant.tech/v-1-18-x/api-reference/search/recommend-point-groups.md)
- Search [Discover points](https://api.qdrant.tech/v-1-18-x/api-reference/search/discover-points.md)
- Search [Discover batch points](https://api.qdrant.tech/v-1-18-x/api-reference/search/discover-batch-points.md)
- Search [Query points](https://api.qdrant.tech/api-reference/search/query-points.md)
- Search [Query points in batch](https://api.qdrant.tech/api-reference/search/query-batch-points.md)
- Search [Query point groups](https://api.qdrant.tech/api-reference/search/query-points-groups.md)
- Search [Distance matrix pairs](https://api.qdrant.tech/api-reference/search/matrix-pairs.md)
- Search [Distance matrix offsets](https://api.qdrant.tech/api-reference/search/matrix-offsets.md)

## OpenAPI Specification

The raw OpenAPI 3.1 specification for this API is available at:
- [OpenAPI JSON](https://api.qdrant.tech/v-1-13-x/api-reference/search/openapi.json)
- [OpenAPI YAML](https://api.qdrant.tech/v-1-13-x/api-reference/search/openapi.yaml)