Qdrant-client

Changes

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

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

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](https://github.com/qdrant/qdrant_client/blob/v0.7.0/tests/test_qdrant_client.py#L84) instead.

* New condition filters
* `Match` condition refactored to also support `bool` condition, see [example](https://github.com/qdrant/qdrant_client/blob/v0.7.0/tests/test_qdrant_client.py#L184)
* `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

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](https://github.com/qdrant/qdrant_client) for a usage example, or read the related [blog post](https://blog.qdrant.tech/qdrant-v060-grpc-engine-release-f0314a5cc415).
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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: https://github.com/qdrant/qdrant_client/commit/b3474b7c9b722f41f7ef2dc3845047054a095243#diff-58894b5fdecb917cdf60a0d1e9dbecae4fb31921be7ca7561642be4f44c0889f

Change log

- Support API of Qdrant v0.5.x

Bugs fixed

- Issue with payload type when creating a new point - https://github.com/qdrant/qdrant_client/issues/14