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feat: Added support for image search#5577
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some small nits but this lgtm and i'd like to include it in the next release as this is a killer new feature. great work as always @ntkathole!
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Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
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# [0.54.0](v0.53.0...v0.54.0) (2025-09-30) ### Bug Fixes * Column quoting in query of `PostgreSQLOfflineStore.pull_all_from_table_or_query` ([#5621](#5621)) ([e8eae71](e8eae71)) * Correct column list polars materialization engine ([#5595](#5595)) ([39aeb0c](39aeb0c)) * Fix Go feature server entitykey serialization for version 3 ([#5622](#5622)) ([5ab18a6](5ab18a6)) * Fix hostname resolution for spark tests ([#5610](#5610)) ([8f0e22d](8f0e22d)) * Fixed filtering based on data_source for ODFVs ([#5593](#5593)) ([c3e6c56](c3e6c56)) * Fixed project_description to set in registry and UI ([#5602](#5602)) ([02c3006](02c3006)) * Fixed Registry Cache Refresh Issues ([#5604](#5604)) ([3c7a022](3c7a022)) * Fixed tls issue when running both grpc and rest servers ([#5617](#5617)) ([51c16b1](51c16b1)) * Fixed transaction handling with SQLite registry ([#5588](#5588)) ([0052754](0052754)) * Update the deprecated functions in Go feature server. ([#5632](#5632)) ([a24e06e](a24e06e)) * Updated python packages conflicting with kserve dependencies ([#5580](#5580)) ([d56baf4](d56baf4)) ### Features * Add 'featureView' in global search api result for features. ([#5626](#5626)) ([76590bf](76590bf)) * Add aggregation in OnDemandFeatureView ([#5629](#5629)) ([8715ae8](8715ae8)) * Added codeflare-sdk to requirements ([#5640](#5640)) ([51a0ee6](51a0ee6)) * Added RemoteDatasetProxy that executes Ray Data operations remotely ([7128024](7128024)) * Added support for image search ([#5577](#5577)) ([56c5910](56c5910)) * Enable ingestion without event timestamp ([#5625](#5625)) ([eb51f00](eb51f00)) * Feast dataframe phase1 ([#5611](#5611)) ([2ce4198](2ce4198)) * Feast dataframe phase2 ([#5612](#5612)) ([1d08786](1d08786)) * Feast Namespaces registry for client ConfigMaps availability ([#5599](#5599)) ([728589a](728589a)) * Support hdfs:// uris in to_remote_storage for Spark offline store ([#5635](#5635)) ([5e4b9fd](5e4b9fd))
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What this PR does / why we need it:
Added support for image search combining text and image queries and fixed Milvus binary data handling with base64 encoding.
Users can now define
Field(name="image_bytes", dtype=ImageBytes)This PR also fixes the vector field inconsistency issue on online_write_batch with milvus.
Which issue(s) this PR fixes:
Fixes #5372 and Fixes #5551