- qdrant/qdrant#2538, qdrant/qdrant#2662, qdrant/qdrant#2661 - Add new recommendation engine, score results directly from examples
- qdrant/qdrant#2693 - Extend recommendation API, support raw vectors along with point IDs as input
- qdrant/qdrant#2139, qdrant/qdrant#2315, qdrant/qdrant#2766 - Add support for filtering geo coordinates by polygon
- qdrant/qdrant#2599 - Add option to tune shard update parallelism, improve performance for large clusters
- qdrant/qdrant#2642, qdrant/qdrant#2717, qdrant/qdrant#2728, qdrant/qdrant#2741, qdrant/qdrant#2728, qdrant/qdrant#2746 - Distribute searches to other nodes if the current is busy, improve search latency on large clusters
- qdrant/qdrant#2756 - Add support for specifying a path to retrieve a subset of payload
- qdrant/qdrant#2710 - Fix cardinality estimation for Any filter, improve search performance
- qdrant/qdrant#2744 - Use boolean index in filtering, improve search performance
- qdrant/qdrant#2628 - Add automatic selection of search rescoring mode, improve binary search accuracy
- qdrant/qdrant#2764 - Improve memory usage of geo index
- qdrant/qdrant#2666 - Add immutable numeric index, decreasing memory usage by a factor of 3
- qdrant/qdrant#2653 - Add mutable numeric index
- qdrant/qdrant#2745 - Return validation error if filters only have a key but no value specified
- qdrant/qdrant#2615 - Ensure segment compatibility when a collection is loaded
- qdrant/qdrant#2738 - Add gRPC compliant health check method
- qdrant/qdrant#2733 - Fix potential collection deadlock by simplifying segment access patterns
- qdrant/qdrant#2638, qdrant/qdrant#2652, qdrant/qdrant#2528, qdrant/qdrant#2683, qdrant/qdrant#2720 - Fix IO errors on snapshot creation
- qdrant/qdrant#2742 - Fix crash when using range filter with same value as lower and upper bound
- qdrant/qdrant#2759 - Fix collection stuck as initializing after crash in single node deployment
- qdrant/qdrant#2755 - Fix ordering parameter not working for batch point update requests
- qdrant/qdrant#2724 - Fix temporary files left behind by snapshot creation
- qdrant/qdrant#2709 - Remove obsolete storage log files more aggressively, prevent them consuming too much space
- qdrant/qdrant#2765 - Improve documentation for collection update vector parameters