v0.10.0

Changelog

• Support for qdrant v0.10.0 + v0.10.1
• betterproto grpc library replaces with grpcio, which perwords up to 20x faster serialization and doe snot require asyncio runtime
  • One drawback of grpcio is less intuitive datatypes, but we encourage you to use data structures provided by Pydantic instead, it includes better validation and easy-to-use interface. Pydantic structures will be automatically converted into protobuf ones.

Version compatibility	client v0.9.x	client v0.10.0	client v0.10.1
qdrant v0.9.1	+	-	-
qdrant v0.10.0	+	+
qdrant v0.10.1	-	+	+

API changes:

• vector_size and distance are replaced with vectors_config
• field_type replaced with field_schema in payload indexing request
• with_vector param replaced with with_vectors, allowing to specify which exact vector to return
• vector replaced with vectors and according data structure in point update APIs

v0.8.7

Changes

• Support for Qdrant v0.8.5

v0.8.3

Changes

• Support for Qdrant v0.8.3
• Pagination over search results

v0.8.0

Change log

• Support for Qdrant v0.8.0

What's Changed

• All methods are now have custom implementation in the QdrantClient
  • E.g. use client.get_collection("my_collection") instead of client.http.collections_api.get_collection("my_collection")
• Points update and query APIs are now supporting gPRC mode
• gPRC and REST structures are automatically inter-convertible

Bug Fixes

• bool parsing in conditions filter fixed

v0.7.0

Change log

• Support for Qdrant v0.7.0

What's Changed

• Any JSON is now supported as a Payload

  • Payload schema is no loner required, payload index requires specification of the field type instead.

• New condition filters

  • Match condition refactored to also support bool condition, see example
  • IsEmpty - filter by the presence of the value
  • ValuesCount - filter by the number of stored values

Bug Fixes

• Proper multiprocessing shutdown in case of parallel upload errors

v0.6.1

Improvements

• This release includes initial support for the GRPC interface to the Qdrant engine.
• In our benchmarks, we found out that it is about 3 times faster than the REST interface in the initial upload.

Notes

• The GRPC interface is still under development, and we hope to fully support it in upcoming releases.
• The REST interface will remain in use because it's easy to debug and make experiments, e.g., with CURL calls.
• See Readme for a usage example, or read the related blog post.

v0.6.0

Change log

• Support API of Qdrant v0.6.x

Breaking changes

• Collection name parameter unified across all API methods. Now it is called collection_name (old version: name)
• Match request is now separated into MatchKeyword and MatchInteger
• See test diff for migration examples: b3474b7#diff-58894b5fdecb917cdf60a0d1e9dbecae4fb31921be7ca7561642be4f44c0889f

v0.5.0

Change log

• Support API of Qdrant v0.5.x

Bugs fixed

• Issue with payload type when creating a new point - #14

v0.3.4

Change log

• Support for scroll API

v0.3.2

Change log

• Support for Python 3.7