qdrant/qdrant-client

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Python client for Qdrant vector search engine

Stars: 1.4k
Forks: 301
Open beginner issues: 0
Indexed issues: 114
Avg merge: 2d 9h
Merged PRs (30d): 37

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

Beginner friendly Everything

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114 open issues indexed

Local mode: sparse queries keep zero-score points, while the server's indexed path drops them Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

qdrant/qdrant-client#1454 · Opened Sep 19, 2026
Local mode accepts relevance-feedback queries with an empty feedback list Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

qdrant/qdrant-client#1446 · Opened Sep 16, 2026
Local mode: wrong-kind query vector reports the named vector as 'not found' (e.g. 1-D query against a multivector) Open

Difficulty 2/5 1-3 hours Newbie friendliness 70/100

qdrant/qdrant-client#1444 · Opened Sep 16, 2026
Local mode: re-upserting an identical cosine vector changes its stored value Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

qdrant/qdrant-client#1411 · 1 comment · Opened Sep 9, 2026
[HTTPXodus] Consider migrating / dual-support from `httpx` to `httpx2` (Pydantic-maintained fork) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

qdrant/qdrant-client#1403 · Opened Sep 4, 2026
Local mode: near-zero cosine vectors diverge from the server, and a search rewrites them Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

qdrant/qdrant-client#1382 · 3 comments · Opened Aug 26, 2026
Local mode: recommend/discovery/context/feedback queries mis-order and mis-threshold on Euclid/Manhattan Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

qdrant/qdrant-client#1378 · Opened Aug 25, 2026
score_threshold is applied backwards for Recommend/Discover/Context queries on Euclidean or Manhattan collections (local mode) Open

Difficulty 3/5 1-2 days Newbie friendliness 76/100

qdrant/qdrant-client#1370 · Opened Aug 22, 2026
ApiClient.request_sync rejects successful synchronous responses as non-awaitable Open

Difficulty 2/5 1-3 hours Newbie friendliness 70/100

qdrant/qdrant-client#1336 · 2 comments · Opened Aug 13, 2026
AsyncQdrantClient (REST): per-call timeout= is not applied to the underlying httpx client Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

qdrant/qdrant-client#1325 · 3 comments · Opened Aug 6, 2026
feat(client): expose 'closed' property on QdrantClient and AsyncQdrantClient facades Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

qdrant/qdrant-client#1299 · 1 comment · Opened Jul 31, 2026
feat(client): add `health_check()` method to all 6 client classes Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

qdrant/qdrant-client#1289 · Opened Jul 29, 2026
feat(client): add `__repr__` to QdrantClient, AsyncQdrantClient, QdrantRemote, AsyncQdrantRemote, QdrantLocal, AsyncQdrantLocal Open

Difficulty 3/5 1-2 days Newbie friendliness 78/100

qdrant/qdrant-client#1287 · 3 comments · Opened Jul 28, 2026
feat(client): support `with` block on QdrantClient and `async with` on AsyncQdrantClient Open

Difficulty 4/5 3-5 days Newbie friendliness 74/100

qdrant/qdrant-client#1285 · Opened Jul 27, 2026
Importing qdrant_client.models loads fastembed even for HTTP-only filter usage Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

qdrant/qdrant-client#1252 · 1 comment · Opened Jul 7, 2026
fix: file handle leak when portalocker.lock() raises exception in local mode Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

qdrant/qdrant-client#1234 · 2 comments · Opened Jun 20, 2026
why "The remote host forcibly closed an existing connection" ? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/qdrant-client#1225 · Opened Jun 4, 2026
In-memory LocalCollection.upsert: numpy array race under concurrent threads (ValueError: operands could not be broadcast) Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

qdrant/qdrant-client#1193 · 1 comment · Opened Apr 19, 2026
[Feature Request] Add retry with exponential backoff for failed requests Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

qdrant/qdrant-client#1177 · 2 comments · Opened Mar 23, 2026
Pydantic serialization invoked by async client can block main loop Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

qdrant/qdrant-client#1175 · 1 comment · Opened Mar 23, 2026
Resource leak: gRPC channels and HTTP clients not closed in batch uploaders Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

qdrant/qdrant-client#1172 · 3 comments · Opened Mar 13, 2026
Qdrant API ignores base URL path when server URL contains a subpath Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

qdrant/qdrant-client#1146 · 3 comments · Opened Jan 28, 2026
Request clarification for qdrant imports and update for README page Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

qdrant/qdrant-client#1141 · 4 comments · Opened Jan 11, 2026
High Initial Memory Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

qdrant/qdrant-client#1126 · Opened Nov 23, 2025
gRPC performance degrades with payload growth Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

qdrant/qdrant-client#1095 · 3 comments · Opened Oct 24, 2025
window platfrom raise ImportError Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

qdrant/qdrant-client#1079 · Opened Sep 29, 2025
Allow query_points query param to accept Sequence[float] Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

qdrant/qdrant-client#1074 · Opened Sep 18, 2025
SSL ConnectError when using QdrantVectorStore.from_existing_collection (and QdrantClient.get_collection) Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/qdrant-client#1073 · 1 comment · Opened Sep 18, 2025
FormulaQuery with multiple prefetches does not surface all filter matches Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/qdrant-client#1072 · 1 comment · Opened Sep 12, 2025
Expose request metrics (e.g., duration) and allow custom httpx.Client injection Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

qdrant/qdrant-client#1068 · 1 comment · Opened Sep 11, 2025
local mode: delete_collection doesn't remove sqlite db file on Windows. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/qdrant-client#1067 · Opened Sep 9, 2025
Can't convert vector size into gRPC when parsing from JSON Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

qdrant/qdrant-client#1066 · 1 comment · Opened Sep 4, 2025
HTTP 400 - 400 ILLEGAL_PARAMETER: batch size Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

qdrant/qdrant-client#1065 · 1 comment · Opened Sep 2, 2025
random grpc crashes inside dask Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/qdrant-client#1063 · 4 comments · Opened Aug 28, 2025
grpc issue with models.NearestQuery and models.Mmr in query_batch_points Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

qdrant/qdrant-client#1057 · 1 comment · Opened Aug 5, 2025
The replication_factor is enabled in distributed mode, but it does not take effect. Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

qdrant/qdrant-client#1056 · 1 comment · Opened Aug 5, 2025
PointStruct does not accept vector=None Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

qdrant/qdrant-client#1049 · 1 comment · Opened Jul 26, 2025
Improve typing of `models.HasIdCondition` Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

qdrant/qdrant-client#1035 · Opened Jul 3, 2025
MultiVector Cannot be updated separately Open

bug

qdrant/qdrant-client#1029 · 5 comments · 1 assignee · Opened Jun 23, 2025
Create Collection if not exists Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

qdrant/qdrant-client#1022 · 1 comment · Opened Jun 10, 2025
QdrantClient `.add` method adds vectors(embeddings) all the times Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/qdrant-client#1019 · 4 comments · Opened Jun 2, 2025
RuntimeError: Storage folder qdrant/ is already accessed by another instance of Qdrant client. If you require concurrent access, use Qdrant server instead. Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

qdrant/qdrant-client#1018 · 1 comment · Opened May 30, 2025
Cannot connet to qdrant server with api key Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/qdrant-client#995 · 10 comments · Opened May 20, 2025
DatetimeExpression causes trailing input error Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

qdrant/qdrant-client#985 · 5 comments · Opened May 5, 2025
not compatible with Python 3.13t (free-threaded) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/qdrant-client#975 · 4 comments · Opened Apr 28, 2025
upload_points does not exit when one of the child processes exits unexpectedly Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/qdrant-client#973 · Opened Apr 25, 2025
Error initializing QdrantClient when passing SSLContext Open

bug

qdrant/qdrant-client#970 · 3 comments · 1 assignee · Opened Apr 24, 2025
extend local inference test coverage Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

qdrant/qdrant-client#969 · 1 comment · Opened Apr 24, 2025
Extend inspectors tests for expressions Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

qdrant/qdrant-client#963 · 1 comment · Opened Apr 24, 2025
Unexpected Timeout Behavior in AsyncQdrantClient: timeout Parameter Not Enforcing Specified Duration Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

qdrant/qdrant-client#948 · 3 comments · 1 reaction · Opened Apr 14, 2025

qdrant/qdrant-client

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