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landing_page/qdrant-landing/content/documentation/headless/snippets/query-points/hybrid-mmr/python.md
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Luis CossíoandAnush 33c9c18f9a [v1.15.0] MMR docs (#1754)
* add mmr to hybrid queries section

* update to new interface

* proofread

* update for renaming `lambda` into `diversity`

* update for `candidates_limit`

* add formula

* fix rust snippet

* docs: Simplified go.md

* docs: Simplify csharp.md

* docs: Simplified java.md

* output is regular scores

---------

Co-authored-by: Anush <anushshetty90@gmail.com>
2025-07-18 13:24:16 +02:00

445 B

from qdrant_client import QdrantClient, models

client = QdrantClient(url="http://localhost:6333")

client.query_points(
    collection_name="{collection_name}",
    query=models.NearestQuery(
        nearest=[0.01, 0.45, 0.67], # search vector
        mmr=models.Mmr(
            diversity=0.5, # 0.0 - relevance; 1.0 - diversity
            candidates_limit=100, # num of candidates to preselect
        )
    ),
    limit=10,
)