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qdrant-client

Observation pool · not formally ranked

This project does not currently meet the main index requirement of two current dimensions across two source types.

Not ranked
Observed adoptionCurrent · 2026-09-12
80
MomentumMissing
AttentionMissing
Signal confidence Based on how many independent score dimensions currently have data.
Limited1/3 · 1 source types

Methodology v2.0 · snapshot 2026-09-12 · stale after 2 days

About

Python Client library for the Qdrant vector search engine.

Client library and SDK for the Qdrant vector search engine.

Library contains type definitions for all Qdrant API and allows to make both Sync and Async requests.

Client allows calls for all Qdrant API methods directly. It also provides some additional helper methods for frequently required operations, e.g. initial collection uploading.

Python client allows you to run same code in local mode without running Qdrant server.

Local mode is useful for development, prototyping and testing.

To connect to Qdrant server, simply specify host and port:

You can run Qdrant server locally with docker:

See more launch options in Qdrant…

Across sources

14.1M Downloads / month
  • Downloads / month 14.1M
  • Downloads / week 2.6M
  • Downloads / day 388.7k