Qdrant · Schema
Mmr
Maximal Marginal Relevance (MMR) algorithm for re-ranking the points.
Artificial IntelligenceVector Databases
Properties
| Name | Type | Description |
|---|---|---|
| diversity | number | Tunable parameter for the MMR algorithm. Determines the balance between diversity and relevance. A higher value favors diversity (dissimilarity to selected results), while a lower value favors relevan |
| candidates_limit | integer | The maximum number of candidates to consider for re-ranking. If not specified, the `limit` value is used. |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "#/components/schemas/Mmr",
"title": "Mmr",
"description": "Maximal Marginal Relevance (MMR) algorithm for re-ranking the points.",
"type": "object",
"properties": {
"diversity": {
"description": "Tunable parameter for the MMR algorithm. Determines the balance between diversity and relevance.\n\nA higher value favors diversity (dissimilarity to selected results), while a lower value favors relevance (similarity to the query vector).\n\nMust be in the range [0, 1]. Default value is 0.5.",
"type": "number",
"format": "float",
"maximum": 1,
"minimum": 0,
"nullable": true
},
"candidates_limit": {
"description": "The maximum number of candidates to consider for re-ranking.\n\nIf not specified, the `limit` value is used.",
"type": "integer",
"format": "uint",
"maximum": 16384,
"minimum": 0,
"nullable": true
}
}
}
Work with this as data
Every JSON Schema here is available over the APIs.io API and to AI agents over MCP.
MCP server
One button, every client — Claude, Cursor, VS Code and the rest.
https://apis.io/mcp
Tools for schemas
4 MCP tools reach this
find_json_schemasBrowse and filter every JSON Schema in the catalog.apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.resolveTurn a domain, URL or GitHub org into the provider it belongs to.find_cohortsEvery scored population of providers in the catalog.
Call it yourself
curl for this page
This JSON Schema
curl "https://apis.io/api/v1/json-schemas/qdrant-mmr"
All schemas
curl "https://apis.io/api/v1/json-schemas?limit=25"
Discovery needs no key. Ratings and market analysis are Pro.
Get an API key
Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.
A second provider on the same verified email joins the account you already have.