# [0.48.0](https://github.com/feast-dev/feast/compare/v0.47.0...v0.48.0) (2025-04-07)

### Bug Fixes

* Enhance integration logos display and styling in the UI ([#5221](https://github.com/feast-dev/feast/issues/5221)) ([5799257](https://github.com/feast-dev/feast/commit/57992574fd87ebe9d24f7a7e837f5bf4e0c21651))
* Fix space typo in push.md docs ([#5184](https://github.com/feast-dev/feast/issues/5184)) ([81677b2](https://github.com/feast-dev/feast/commit/81677b2197438fc5f5994e40b10421bce8b3f25c))
* Fixed integration tests for qdrant and milvus ([#5224](https://github.com/feast-dev/feast/issues/5224)) ([d6b080d](https://github.com/feast-dev/feast/commit/d6b080d06b1fd27a8f4835d523e93209eea8b9fd))
* Formatting trino ([760ec0e](https://github.com/feast-dev/feast/commit/760ec0ee7e628cdecc9289d56c1d1915f33a4f75))
* Multiple fixes in retrieval of online documents ([#5168](https://github.com/feast-dev/feast/issues/5168)) ([66ddd3e](https://github.com/feast-dev/feast/commit/66ddd3ef376044fc79d7edf64281b8ff85c46647))
* Operator route creation for Feast UI in OpenShift ([e3946b4](https://github.com/feast-dev/feast/commit/e3946b4ad8392440afbf70f9724206bf09a51a9f))
* Remove entity_rows parameter from retrieve_online_documents_v2 call ([#5225](https://github.com/feast-dev/feast/issues/5225)) ([2a2e304](https://github.com/feast-dev/feast/commit/2a2e3047b238db38fcd3129a6cbb1f9f9b9110fb))
* Styling ([#5222](https://github.com/feast-dev/feast/issues/5222)) ([34c393c](https://github.com/feast-dev/feast/commit/34c393cedde6e42b5d0cab118b508cb4de515f1f))
* typo in the chart ([bd3448b](https://github.com/feast-dev/feast/commit/bd3448b969348adfa1945395859a101b65f4f555))
* Update milvus-quickstart and feature_store.yaml with correct Milvus Config ([#5200](https://github.com/feast-dev/feast/issues/5200)) ([306acca](https://github.com/feast-dev/feast/commit/306acca510fb90f51ed3de431cfe20f76dc4c971))
* Update Qdrant online store paths in repo_config.py ([#5207](https://github.com/feast-dev/feast/issues/5207)) ([ab35b0b](https://github.com/feast-dev/feast/commit/ab35b0bf09a3c0185940078b5f52c56af5c5dcc3)), closes [#5206](https://github.com/feast-dev/feast/issues/5206)
* Update the doc ([#5194](https://github.com/feast-dev/feast/issues/5194)) ([726464e](https://github.com/feast-dev/feast/commit/726464e889083fa8f0eadcb42fd466bd6bc64594))
* Updated the operator-rabc example to test RBAC from a Kubernete pod ([#5147](https://github.com/feast-dev/feast/issues/5147)) ([d23a1a5](https://github.com/feast-dev/feast/commit/d23a1a573119b3add54bdfa071ecce2fa2d16c97))

### Features

* add `real`(float32) type for trino offline store ([#4749](https://github.com/feast-dev/feast/issues/4749)) ([0947f96](https://github.com/feast-dev/feast/commit/0947f969dbf49700e8adf85ac23659241c1c2601))
* Add async DynamoDB timeout and retry configuration ([#5178](https://github.com/feast-dev/feast/issues/5178)) ([2f3bcf5](https://github.com/feast-dev/feast/commit/2f3bcf5f0ccbe109bec6bc10cd7c33d6f70cab84))
* Add CronJob capability to the Operator (feast apply & materialize-incremental) ([#5217](https://github.com/feast-dev/feast/issues/5217)) ([285c0dc](https://github.com/feast-dev/feast/commit/285c0dc94365710230985821ada510872e99b084))
* Add RAG tutorial and Use Cases documentation ([#5226](https://github.com/feast-dev/feast/issues/5226)) ([99f4004](https://github.com/feast-dev/feast/commit/99f40047645fd820e4b741d19d20958c03ac9dae))
* Added CLI for features, get historical and online features ([#5197](https://github.com/feast-dev/feast/issues/5197)) ([4ab9f74](https://github.com/feast-dev/feast/commit/4ab9f746050daa0cee10badd5c537bbcc598933b))
* Added export support in feast UI ([#5198](https://github.com/feast-dev/feast/issues/5198)) ([b079553](https://github.com/feast-dev/feast/commit/b0795533b83c984d897179e2b1caa459cf79f7e0))
* Added global registry search support in Feast UI ([#5195](https://github.com/feast-dev/feast/issues/5195)) ([f09ea49](https://github.com/feast-dev/feast/commit/f09ea4958b7cc2ec2c1d3095e538aea278d934fc))
* Added UI for Features list ([#5192](https://github.com/feast-dev/feast/issues/5192)) ([cc7fd47](https://github.com/feast-dev/feast/commit/cc7fd474113871f92747b1b9ca5aa6441fe860f4))
* Adding blog on RAG with Milvus ([#5161](https://github.com/feast-dev/feast/issues/5161)) ([b9e2e6c](https://github.com/feast-dev/feast/commit/b9e2e6cdd9fb425fbe5839285c7f5a61620e63de))
* Adding Docling RAG demo ([#5109](https://github.com/feast-dev/feast/issues/5109)) ([569404b](https://github.com/feast-dev/feast/commit/569404b01d761dd49fd1930143e618f5be6612e1))
* Allow transformations on writes to output list of entities ([#5209](https://github.com/feast-dev/feast/issues/5209)) ([955521a](https://github.com/feast-dev/feast/commit/955521acc949e8bb314e68bcc95ce56cdbf74d11))
* Cache get_any_feature_view results ([#5175](https://github.com/feast-dev/feast/issues/5175)) ([924b8a3](https://github.com/feast-dev/feast/commit/924b8a384f7f8da903f281004f44506a42cd5e13))
* Clickhouse offline store ([#4725](https://github.com/feast-dev/feast/issues/4725)) ([86794c2](https://github.com/feast-dev/feast/commit/86794c22f7b9768da52eeab9d0d50e4f6e673179))
* Enable keyword search for Milvus ([#5199](https://github.com/feast-dev/feast/issues/5199)) ([ac44967](https://github.com/feast-dev/feast/commit/ac449671cb5f59d2b8040f37b665c0cb0bc1235d))
* Enable transformations on PDFs ([#5172](https://github.com/feast-dev/feast/issues/5172)) ([3674971](https://github.com/feast-dev/feast/commit/367497161313dc0984fe815f8be740873c8c8a8c))
* Enable users to use Entity Query as CTE during historical retrieval ([#5202](https://github.com/feast-dev/feast/issues/5202)) ([fe69eaf](https://github.com/feast-dev/feast/commit/fe69eaff7eb9cbc5d2725f113f9ce1bd4539859a))
* helm support more deployment config ([d575372](https://github.com/feast-dev/feast/commit/d575372f54c29ced8bfd6e6df15defa461830136))
* Improved CLI file structuring ([#5201](https://github.com/feast-dev/feast/issues/5201)) ([972ed34](https://github.com/feast-dev/feast/commit/972ed344a39705ad8c4501cf35c59aa502100ac8))
* Kickoff Transformation implementationtransformation code base ([#5181](https://github.com/feast-dev/feast/issues/5181)) ([0083303](https://github.com/feast-dev/feast/commit/00833033eda041d8f8146b322145b6f1d8ff7d1c))
* Make keep-alive timeout configurable for async DynamoDB connections ([#5167](https://github.com/feast-dev/feast/issues/5167)) ([7f3e528](https://github.com/feast-dev/feast/commit/7f3e528f4493e306201e46dfd5bfbda5a59d3ef7))
* Operator mounts the odh-trusted-ca-bundle configmap when deployed on RHOAI or ODH ([d4d7b0d](https://github.com/feast-dev/feast/commit/d4d7b0d2a7ecf2d8daa79c51ecc70e8bba8106f3))
* Spark Transformation ([#5185](https://github.com/feast-dev/feast/issues/5185)) ([be3d85c](https://github.com/feast-dev/feast/commit/be3d85c5048cf469e65264b5dd465e2e585b67b8))