Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
APACHE-2.0 License
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Published by timvisee over 1 year ago
Published by timvisee over 1 year ago
Published by generall over 1 year ago
http://localhost:6333/dashboard
in your browser to see the dashboard. In the first version, it includes collection viewer and interactive query editor with autocomplete.io_uring
, a feature of recent Linux kernels. Significantly improves performance on network-mounted storages.is_empty
(and consequently group-by
) condition by using payload indexrecovery_mode
flag to the telemetryChannel sender dropped: channel closed
error on duplicated consensus messagesmax_indexing_threads
parameterPoint with internal ID not found in id tracker
error, which could appear after non-graceful shutdownGOAWAY/ENHANCE_YOUR_CALM
error on high load in cluster deploymentsinit_from
parameter, allowing to initialize collection with changed vector-specific parameterson_disk
vectors)Thanks to @russcam, @woile, @kayagokalp, @llogiq, @timsueberkrueb, @sunisdown, @yusufani, @dcastelltort, @agourlay, @timvisee, @coszio, @ffuugoo, @trean for their contributions!
Make sure to check out the new Web UI query editor:
https://github.com/qdrant/qdrant/assets/1935623/b1e9351d-9728-4e38-bf0d-7e402d7ce803
@kartik-gupta-ij is working on it as part of his GSoC project. Stay tuned for more updates!
Published by generall over 1 year ago
Published by timvisee over 1 year ago
Published by generall over 1 year ago
indexing_threshold
in collection configkeep_alive_while_idle
Removing segment which is still in use
errorThanks to @jwpjrdev, @paulotten, @ibrahim-akrab, @Shubham8287, @nilhex, @DengYiping, @eltociear, @Jesse-Bakker, @IvanPleshkov, @agourlay, @timvisee, @coszio for their contributions!
Published by generall over 1 year ago
Published by generall over 1 year ago
m
param in HNSW config. Allow m=0
Published by generall over 1 year ago
last-used
and startup
timing information into telemetry API./metrics
endpoint.isNull
condition for payload filtering. It allows to filter vectors with null values in specific fields. Allows to distinguish between empty and null values.wait
parameter to snapshot API. This allows skip waiting for snapshot creation and return immediately. Useful for long running operations.Removing segment which is still in use
problem, which was possible under high load.is_empty
filtering condition to original behavior, which was compromised in last release. Payload is considered empty if: 1) it is null, 2) it is an empty array, 3) the key is not present in the payload.slice/api.rs at line 2594: index out of bounds
panic.New local mode in Qdrant Python SDK
Simply install
pip install qdrant-client==1.1.4
and start using qdrant in local mode, no docker required
from qdrant_client import QdrantClient
client = QdrantClient(":memory:")
Thanks to @coszio, @timvisee, @DengYiping, @IvanPleshkov, @agourlay, @ffuugoo, @Weijun-H, @ibrahim-akrab, @timonv, @tusharxoxoxo, @stencillogic, @eltociear, @nisiyong for their contributions!
Published by generall over 1 year ago
float32 -> int8
to gain up to a 4x decrease in memory consumption and up to a 2x speed boost with minimum loss of accuracy. See more in quantization docs
/metrics
API - serves telemetry in OpenMetric format. Suitable for automatic metrics collection with tools like Prometheus.wait=false
during recovery. API will also tolerate disconnections nowarm64
machinesSpecial thanks to @IvanPleshkov, @agourlay, @ffuugoo, @timvisee, @coszio for contributing into this release
Published by generall over 1 year ago
This is another intermediate bugfix release, stay tuned!
Published by generall over 1 year ago
This an intermediate bugfix release:
Next big release with is coming soon, stay tuned!
Published by generall over 1 year ago
Please prefer this version over v1.0.0
Published by generall over 1 year ago
Hi! It's our v1.0 release! ð
This release concludes our 2022 roadmap. We covered even more features than we planned, and we are very happy with the results.
Now we have already started working on the 2023 roadmap, aiming to make vector search even faster, billion-scale deployments affordable and extend vector similarity beyond just search.
Thanks for all our contributors, users and supporters! âĪïļ
Special thanks to people who contributed to this release:
@agourlay, @ffuugoo, @joein, @coszio, @csko
Published by generall almost 2 years ago
hs.commit XX is out of range
errors at startupThanks @agourlay, @ffuugoo and @hozan23 for contributing into this release!
Published by generall almost 2 years ago
Last release of 2022 ð
Published by generall almost 2 years ago
set_payload
, which replaces only mentioned fields, this new API overwrites all existing fields.Published by generall almost 2 years ago
limit
values. Allows to query large amount of nearest vectors fast.Published by generall almost 2 years ago
Published by generall almost 2 years ago