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devin-ai-integration wants to merge 13 commits into from
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Add Document Labeling Functionality to Feast UI #27

devin-ai-integration wants to merge 13 commits into from

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@devin-ai-integration devin-ai-integration bot commented May 31, 2025

Add Document Labeling Functionality to Feast UI

This PR adds a dedicated document labeling page to the Feast UI for labeling text chunks used in RAG (Retrieval Augmented Generation) document retrieval systems.

Features Added

New Document Labeling Page

  • Dedicated page at /document-labeling (not a tab within feature views)
  • File loading from local disk paths with support for text documents
  • Interactive text selection and highlighting for chunk labeling
  • Label management with relevant/irrelevant classification for RAG use cases
  • Visual feedback with color-coded highlights for labeled text chunks

Backend Support

  • Document reading endpoint (/read-document) for loading files from disk
  • Document labeling infrastructure with DocumentLabel class for storing labels
  • Feature metadata integration for persisting labels with features

UI Components

  • DocumentLabelingPage.tsx - Main page component with text selection and labeling
  • Navigation integration - Added to sidebar with proper routing
  • Elastic UI compliance - Follows existing design patterns and components
  • TypeScript support - Full type safety with proper interfaces

Technical Implementation

Frontend (React/TypeScript)

  • Created dedicated page following Feast UI patterns
  • Implemented text selection using browser Selection API
  • Added label visualization with color-coded highlights
  • Integrated with existing navigation and routing system

Backend (Python)

  • Added document reading endpoint to feature server
  • Created document labeling data structures
  • Integrated with existing feature metadata system

Testing

✅ UI Tests: All tests pass (yarn test --watchAll=false)
✅ Linting: Code formatted and linted (yarn format, make lint-python)
✅ Local Testing: Verified functionality in browser at http://localhost:3000/p/rag_project/document-labeling

Screenshots

![Document Labeling Page](alt text)

The page shows:

  • Document file path input with load functionality
  • Labeling mode selection (Relevant/Irrelevant)
  • Interactive document content with text selection
  • Label management with visual highlights

Usage

  1. Navigate to "Document Labeling" in the sidebar
  2. Enter a document file path (test document provided at /home/ubuntu/repos/feast/ui/src/test-document.txt)
  3. Click "Load Document" to display content
  4. Select labeling mode (Relevant/Irrelevant)
  5. Highlight text in the document to select chunks
  6. Click "Label Selected Text" to apply labels
  7. View and manage labels in the labels panel

Link to Devin run

https://app.devin.ai/sessions/d9248784c49046a4952da1a4ebdad0fe

Requested by

Francisco Javier Arceo (arceofrancisco@gmail.com)

@devin-ai-integration
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devin-ai-integration bot commented May 31, 2025

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devin-ai-integration bot added a commit that referenced this pull request May 31, 2025
@devin-ai-integration @franciscojavierarceo
Fix Python test file formatting for CI lint check
b0e05d8 
- Format 9 test files according to ruff standards
- Resolve lint-python CI failure in PR #27
- Ensure all Python code meets formatting requirements

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
devin-ai-integration bot and others added 6 commits June 1, 2025 03:05
@devin-ai-integration @franciscojavierarceo
Add GenAI documentation page to Introduction section
c9dba6f 
Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com>
@devin-ai-integration @franciscojavierarceo
Move GenAI page to getting-started directory and update SUMMARY.md
06ae0f7 
Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com>
@franciscojavierarceo @devin-ai-integration
Update SUMMARY.md
335b0f0
@franciscojavierarceo @devin-ai-integration
Update genai.md
8ad7b44
@devin-ai-integration @franciscojavierarceo
Add unstructured data transformation and Spark integration details to…
56d07b9 
… GenAI documentation

Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com>
@franciscojavierarceo @devin-ai-integration
Update genai.md
dfb9a1b
devin-ai-integration bot added a commit that referenced this pull request Jun 1, 2025
@devin-ai-integration @franciscojavierarceo
Fix Python test file formatting for CI lint check
59e0482 
- Format 9 test files according to ruff standards
- Resolve lint-python CI failure in PR #27
- Ensure all Python code meets formatting requirements

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
@devin-ai-integration devin-ai-integration bot force-pushed the devin/1748721183-feast-ui-data-labeling branch from b66db7b to dba9dbe Compare June 1, 2025 03:17
devin-ai-integration bot and others added 5 commits June 1, 2025 03:41
@devin-ai-integration @franciscojavierarceo
Add document labeling functionality to Feast UI
e2c3828 
- Create dedicated document labeling page for RAG text chunk annotation
- Add DocumentLabelingPage.tsx with text selection and highlighting
- Implement backend endpoint for reading document files
- Add document labeling infrastructure with DocumentLabel class
- Support relevant/irrelevant labeling for RAG retrieval improvement
- Include navigation integration and proper UI routing
- Follow existing Feast UI patterns and design conventions

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
@devin-ai-integration @franciscojavierarceo
Apply Python code formatting for document labeling files
abf9092 
- Format Python files according to ruff standards
- Fix whitespace and import ordering issues
- Ensure compliance with Feast coding standards

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
@devin-ai-integration @franciscojavierarceo
Fix Python test file formatting for CI lint check
16326ca 
- Format 9 test files according to ruff standards
- Resolve lint-python CI failure in PR #27
- Ensure all Python code meets formatting requirements

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
@devin-ai-integration @franciscojavierarceo
Add light blue highlighting for selected text before labeling
7c3393a 
- Show light blue background when text is selected for labeling
- Clean up temporary highlights when label is applied
- Improve user experience with visual feedback for text selection

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
@devin-ai-integration @franciscojavierarceo
Fix formatting issues for CI checks
96354a6 
- Apply ruff formatting to feast/type_map.py
- Apply prettier formatting to DocumentLabelingPage.tsx
- Ensure all code follows project formatting standards

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
@devin-ai-integration devin-ai-integration bot force-pushed the devin/1748721183-feast-ui-data-labeling branch from f4dbfea to 96354a6 Compare June 1, 2025 03:41
devin-ai-integration bot and others added 2 commits June 1, 2025 03:55
@devin-ai-integration @franciscojavierarceo
Fix Python formatting issues for CI compliance
c52c17a 
- Apply ruff formatting to 21 Python files
- Resolve lint-python CI failure by ensuring all files meet formatting standards
- Files reformatted: feast/feature_store.py, feast/feature_view.py, and 19 others
- Maintain code quality and consistency across the codebase

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
@devin-ai-integration @franciscojavierarceo
Fix text selection errors by replacing DOM manipulation with React st…
d5dff5f 
…ate management

- Remove problematic range.surroundContents() logic that conflicted with React's virtual DOM
- Replace manual DOM manipulation with pure React state management approach
- Add light blue highlighting for temporary text selection using conditional rendering
- Change file path from absolute to relative path (./src/test-document.txt)
- Improve text selection reliability and follow React best practices
- Resolve 'Failed to execute removeChild' errors during text selection

Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com>
Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
franciscojavierarceo added a commit that referenced this pull request Jun 2, 2025
@franciscojavierarceo @devin-ai-integration
feat: Add support for data labeling in UI (feast-dev#5409)
d183c4b 
* Add GenAI documentation page to Introduction section

Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com>

* Move GenAI page to getting-started directory and update SUMMARY.md

Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com>

* Update SUMMARY.md

* Update genai.md

* Add unstructured data transformation and Spark integration details to GenAI documentation

Co-Authored-By: Francisco Javier Arceo <farceo@redhat.com>

* Update genai.md

* Add document labeling functionality to Feast UI

- Create dedicated document labeling page for RAG text chunk annotation
- Add DocumentLabelingPage.tsx with text selection and highlighting
- Implement backend endpoint for reading document files
- Add document labeling infrastructure with DocumentLabel class
- Support relevant/irrelevant labeling for RAG retrieval improvement
- Include navigation integration and proper UI routing
- Follow existing Feast UI patterns and design conventions

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Apply Python code formatting for document labeling files

- Format Python files according to ruff standards
- Fix whitespace and import ordering issues
- Ensure compliance with Feast coding standards

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Fix Python test file formatting for CI lint check

- Format 9 test files according to ruff standards
- Resolve lint-python CI failure in PR #27
- Ensure all Python code meets formatting requirements

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Add light blue highlighting for selected text before labeling

- Show light blue background when text is selected for labeling
- Clean up temporary highlights when label is applied
- Improve user experience with visual feedback for text selection

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Fix formatting issues for CI checks

- Apply ruff formatting to feast/type_map.py
- Apply prettier formatting to DocumentLabelingPage.tsx
- Ensure all code follows project formatting standards

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Fix Python formatting issues for CI compliance

- Apply ruff formatting to 21 Python files
- Resolve lint-python CI failure by ensuring all files meet formatting standards
- Files reformatted: feast/feature_store.py, feast/feature_view.py, and 19 others
- Maintain code quality and consistency across the codebase

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Fix text selection errors by replacing DOM manipulation with React state management

- Remove problematic range.surroundContents() logic that conflicted with React's virtual DOM
- Replace manual DOM manipulation with pure React state management approach
- Add light blue highlighting for temporary text selection using conditional rendering
- Change file path from absolute to relative path (./src/test-document.txt)
- Improve text selection reliability and follow React best practices
- Resolve 'Failed to execute removeChild' errors during text selection

Signed-off-by: Devin AI <devin-ai-integration[bot]@users.noreply.github.com>
Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>

Co-Authored-By: Francisco Javier Arceo <arceofrancisco@gmail.com>

---------

Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
This was referenced Jun 2, 2025
Closed
Closed
Closed
franciscojavierarceo pushed a commit that referenced this pull request Jul 10, 2025
@feast-ci-bot
chore(release): release 0.50.0
3f30a1b 
# [0.50.0](feast-dev/feast@v0.49.0...v0.50.0) (2025-06-30)

### Bug Fixes

* Add asyncio to integration test ([feast-dev#5418](feast-dev#5418)) ([6765515](feast-dev@6765515))
* Add clickhouse to OFFLINE_STORE_CLASS_FOR_TYPE map ([feast-dev#5251](feast-dev#5251)) ([9ed2ffa](feast-dev@9ed2ffa))
* Add missing conn.commit() in SnowflakeOnlineStore.online_write_batch ([feast-dev#5432](feast-dev#5432)) ([a83dd85](feast-dev@a83dd85))
* Add transformers in required dependencies ([8cde460](feast-dev@8cde460))
* Allow custom annotations on Operator installed objects ([feast-dev#5339](feast-dev#5339)) ([44c7a76](feast-dev@44c7a76))
* Dask pulling of latest data ([feast-dev#5229](feast-dev#5229)) ([571d81f](feast-dev@571d81f))
* **dask:** preserve remote URIs (e.g. s3://) in DaskOfflineStore path resolution ([2561cfc](feast-dev@2561cfc))
* Fix Event loop is closed error on dynamodb test ([feast-dev#5480](feast-dev#5480)) ([fe0f671](feast-dev@fe0f671))
* Fix lineage entity filtering ([feast-dev#5321](feast-dev#5321)) ([0d05701](feast-dev@0d05701))
* Fix list saved dataset api ([833696c](feast-dev@833696c))
* Fix NumPy - PyArrow array type mapping in Trino offline store ([feast-dev#5393](feast-dev#5393)) ([9ba9ded](feast-dev@9ba9ded))
* Fix pandas 2.x compatibility issue of Trino offline store caused by removed Series.iteritems() method ([feast-dev#5345](feast-dev#5345)) ([61e3e02](feast-dev@61e3e02))
* Fix polling mechanism for TestApplyAndMaterialize ([feast-dev#5451](feast-dev#5451)) ([b512a74](feast-dev@b512a74))
* Fix remote rbac integration tests ([feast-dev#5473](feast-dev#5473)) ([10879ec](feast-dev@10879ec))
* Fix Trino offline store SQL in Jinja template ([feast-dev#5346](feast-dev#5346)) ([648c53d](feast-dev@648c53d))
* Fixed CurlGeneratorTab github theme type ([feast-dev#5425](feast-dev#5425)) ([5f15329](feast-dev@5f15329))
* Increase the Operator Manager memory limits and requests ([feast-dev#5441](feast-dev#5441)) ([6c94dbf](feast-dev@6c94dbf))
* Method signature for push_async is out of date ([feast-dev#5413](feast-dev#5413)) ([28c3379](feast-dev@28c3379)), closes [feast-dev#5410](feast-dev#5410) [#006BB4](https://github.com/feast-dev/feast/issues/006BB4)
* Operator - support securityContext override at Pod level ([feast-dev#5325](feast-dev#5325)) ([33ea0f5](feast-dev@33ea0f5))
* Pybuild-deps throws errors w/ latest pip version ([feast-dev#5311](feast-dev#5311)) ([f2d6a67](feast-dev@f2d6a67))
* Reopen for integration test about add s3 storage-based registry store in Go feature server ([feast-dev#5352](feast-dev#5352)) ([ef75f61](feast-dev@ef75f61))
* resolve Python logger warnings ([feast-dev#5361](feast-dev#5361)) ([37d5c19](feast-dev@37d5c19))
* The ignore_paths not taking effect duration feast apply ([feast-dev#5353](feast-dev#5353)) ([e4917ca](feast-dev@e4917ca))
* Update generate_answer function to provide correct parameter format to retrieve function ([dc5b2af](feast-dev@dc5b2af))
* Update milvus connect function to work with remote instance ([feast-dev#5382](feast-dev#5382)) ([7e5e7d5](feast-dev@7e5e7d5))
* Updating milvus connect function to work with remote instance ([feast-dev#5401](feast-dev#5401)) ([b89fadd](feast-dev@b89fadd))
* Upperbound limit for protobuf generation ([feast-dev#5309](feast-dev#5309)) ([a114aae](feast-dev@a114aae))

### Features

* Add CLI, SDK, and API documentation page to Feast UI ([feast-dev#5337](feast-dev#5337)) ([203e888](feast-dev@203e888))
* Add dark mode toggle to Feast UI ([feast-dev#5314](feast-dev#5314)) ([ad02e46](feast-dev@ad02e46))
* Add data labeling tabs to UI ([feast-dev#5410](feast-dev#5410)) ([389ceb7](feast-dev@389ceb7)), closes [#006BB4](https://github.com/feast-dev/feast/issues/006BB4)
* Add Decimal to allowed python scalar types ([feast-dev#5367](feast-dev#5367)) ([4777c03](feast-dev@4777c03))
* Add feast rag retriver functionality ([feast-dev#5405](feast-dev#5405)) ([0173033](feast-dev@0173033))
* Add feature view curl generator ([feast-dev#5415](feast-dev#5415)) ([7a5b48f](feast-dev@7a5b48f))
* Add feature view lineage tab and filtering to home page lineage ([feast-dev#5308](feast-dev#5308)) ([308255d](feast-dev@308255d))
* Add feature view tags to dynamo tags ([feast-dev#5291](feast-dev#5291)) ([3a787ac](feast-dev@3a787ac))
* Add HybridOnlineStore for multi-backend online store routing ([feast-dev#5423](feast-dev#5423)) ([ebd67d1](feast-dev@ebd67d1))
* Add max_file_size to Snowflake config ([feast-dev#5377](feast-dev#5377)) ([e8cdf5d](feast-dev@e8cdf5d))
* Add MCP (Model Context Protocol) support for Feast feature server ([feast-dev#5406](feast-dev#5406)) ([de650de](feast-dev@de650de)), closes [feast-dev#5398](feast-dev#5398) [feast-dev#5382](feast-dev#5382) [feast-dev#5389](feast-dev#5389) [feast-dev#5401](feast-dev#5401)
* Add rag project to default dev UI ([feast-dev#5323](feast-dev#5323)) ([3b3e1c8](feast-dev@3b3e1c8))
* Add s3 storage-based registry store in Go feature server ([feast-dev#5336](feast-dev#5336)) ([abe18df](feast-dev@abe18df))
* Add support for data labeling in UI ([feast-dev#5409](feast-dev#5409)) ([d183c4b](feast-dev@d183c4b)), closes [#27](feast-dev#27)
* Added Lineage APIs to get registry objects relationships ([feast-dev#5472](feast-dev#5472)) ([be004ef](feast-dev@be004ef))
* Added rest-apis serving option for registry server ([feast-dev#5342](feast-dev#5342)) ([9740fd1](feast-dev@9740fd1))
* Added torch.Tensor as option for online and offline retrieval ([feast-dev#5381](feast-dev#5381)) ([0b4ae95](feast-dev@0b4ae95))
* Adding feast delete to CLI ([feast-dev#5344](feast-dev#5344)) ([19fe3ac](feast-dev@19fe3ac))
* Adding permissions to UI and refactoring some things ([feast-dev#5320](feast-dev#5320)) ([6f1b0cc](feast-dev@6f1b0cc))
* Allow to set registry server rest/grpc mode in operator ([feast-dev#5364](feast-dev#5364)) ([99afd6d](feast-dev@99afd6d))
* Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR ([feast-dev#5420](feast-dev#5420)) ([6a1b33a](feast-dev@6a1b33a))
* Enable materialization for ODFV Transform on Write ([feast-dev#5459](feast-dev#5459)) ([3d17892](feast-dev@3d17892))
* Improve search results formatting ([feast-dev#5326](feast-dev#5326)) ([18cbd7f](feast-dev@18cbd7f))
* Improvements to Lambda materialization engine ([feast-dev#5379](feast-dev#5379)) ([b486f29](feast-dev@b486f29))
* Make batch_source optional in PushSource ([feast-dev#5440](feast-dev#5440)) ([feast-dev#5454](feast-dev#5454)) ([ae7e20e](feast-dev@ae7e20e))
* Refactor materialization engine ([feast-dev#5354](feast-dev#5354)) ([f5c5360](feast-dev@f5c5360))
* Remote Write to Online Store completes client / server architecture ([feast-dev#5422](feast-dev#5422)) ([2368f42](feast-dev@2368f42))
* Serialization version 2 and below removed ([feast-dev#5435](feast-dev#5435)) ([9e50e18](feast-dev@9e50e18))
* SQLite online retrieval. Add timezone info into timestamp. ([feast-dev#5386](feast-dev#5386)) ([6b05153](feast-dev@6b05153))
* Support dual-mode REST and gRPC for Feast Registry Server ([feast-dev#5396](feast-dev#5396)) ([fd1f448](feast-dev@fd1f448))
* Support DynamoDB as online store in Go feature server ([feast-dev#5464](feast-dev#5464)) ([40d25c6](feast-dev@40d25c6))
* Update Spark Compute read source node to be able to use other data sources ([feast-dev#5445](feast-dev#5445)) ([a93d300](feast-dev@a93d300))

### Reverts

* Feat: Add CLI, SDK, and API documentation page to Feast UI" ([feast-dev#5341](feast-dev#5341)) ([b492f14](feast-dev@b492f14)), closes [feast-dev#5337](feast-dev#5337)
* Revert "feat: Add s3 storage-based registry store in Go feature server" ([feast-dev#5351](feast-dev#5351)) ([d5d6766](feast-dev@d5d6766)), closes [feast-dev#5336](feast-dev#5336)
* Revert "fix: Update milvus connect function to work with remote instance" ([feast-dev#5398](feast-dev#5398)) ([434dd92](feast-dev@434dd92)), closes [feast-dev#5382](feast-dev#5382)
franciscojavierarceo pushed a commit that referenced this pull request Jul 10, 2025
@feast-ci-bot
chore(release): release 0.50.0
a9dfac3 
# [0.50.0](feast-dev/feast@v0.49.0...v0.50.0) (2025-07-01)

### Bug Fixes

* Add asyncio to integration test ([feast-dev#5418](feast-dev#5418)) ([6765515](feast-dev@6765515))
* Add clickhouse to OFFLINE_STORE_CLASS_FOR_TYPE map ([feast-dev#5251](feast-dev#5251)) ([9ed2ffa](feast-dev@9ed2ffa))
* Add missing conn.commit() in SnowflakeOnlineStore.online_write_batch ([feast-dev#5432](feast-dev#5432)) ([a83dd85](feast-dev@a83dd85))
* Add transformers in required dependencies ([8cde460](feast-dev@8cde460))
* Allow custom annotations on Operator installed objects ([feast-dev#5339](feast-dev#5339)) ([44c7a76](feast-dev@44c7a76))
* Dask pulling of latest data ([feast-dev#5229](feast-dev#5229)) ([571d81f](feast-dev@571d81f))
* **dask:** preserve remote URIs (e.g. s3://) in DaskOfflineStore path resolution ([2561cfc](feast-dev@2561cfc))
* Fix Event loop is closed error on dynamodb test ([feast-dev#5480](feast-dev#5480)) ([fe0f671](feast-dev@fe0f671))
* Fix lineage entity filtering ([feast-dev#5321](feast-dev#5321)) ([0d05701](feast-dev@0d05701))
* Fix list saved dataset api ([833696c](feast-dev@833696c))
* Fix NumPy - PyArrow array type mapping in Trino offline store ([feast-dev#5393](feast-dev#5393)) ([9ba9ded](feast-dev@9ba9ded))
* Fix pandas 2.x compatibility issue of Trino offline store caused by removed Series.iteritems() method ([feast-dev#5345](feast-dev#5345)) ([61e3e02](feast-dev@61e3e02))
* Fix polling mechanism for TestApplyAndMaterialize ([feast-dev#5451](feast-dev#5451)) ([b512a74](feast-dev@b512a74))
* Fix remote rbac integration tests ([feast-dev#5473](feast-dev#5473)) ([10879ec](feast-dev@10879ec))
* Fix Trino offline store SQL in Jinja template ([feast-dev#5346](feast-dev#5346)) ([648c53d](feast-dev@648c53d))
* Fixed CurlGeneratorTab github theme type ([feast-dev#5425](feast-dev#5425)) ([5f15329](feast-dev@5f15329))
* Increase the Operator Manager memory limits and requests ([feast-dev#5441](feast-dev#5441)) ([6c94dbf](feast-dev@6c94dbf))
* Method signature for push_async is out of date ([feast-dev#5413](feast-dev#5413)) ([28c3379](feast-dev@28c3379)), closes [feast-dev#5410](feast-dev#5410) [#006BB4](https://github.com/feast-dev/feast/issues/006BB4)
* Operator - support securityContext override at Pod level ([feast-dev#5325](feast-dev#5325)) ([33ea0f5](feast-dev@33ea0f5))
* Pybuild-deps throws errors w/ latest pip version ([feast-dev#5311](feast-dev#5311)) ([f2d6a67](feast-dev@f2d6a67))
* Reopen for integration test about add s3 storage-based registry store in Go feature server ([feast-dev#5352](feast-dev#5352)) ([ef75f61](feast-dev@ef75f61))
* resolve Python logger warnings ([feast-dev#5361](feast-dev#5361)) ([37d5c19](feast-dev@37d5c19))
* The ignore_paths not taking effect duration feast apply ([feast-dev#5353](feast-dev#5353)) ([e4917ca](feast-dev@e4917ca))
* Update generate_answer function to provide correct parameter format to retrieve function ([dc5b2af](feast-dev@dc5b2af))
* Update milvus connect function to work with remote instance ([feast-dev#5382](feast-dev#5382)) ([7e5e7d5](feast-dev@7e5e7d5))
* Updating milvus connect function to work with remote instance ([feast-dev#5401](feast-dev#5401)) ([b89fadd](feast-dev@b89fadd))
* Upperbound limit for protobuf generation ([feast-dev#5309](feast-dev#5309)) ([a114aae](feast-dev@a114aae))

### Features

* Add CLI, SDK, and API documentation page to Feast UI ([feast-dev#5337](feast-dev#5337)) ([203e888](feast-dev@203e888))
* Add dark mode toggle to Feast UI ([feast-dev#5314](feast-dev#5314)) ([ad02e46](feast-dev@ad02e46))
* Add data labeling tabs to UI ([feast-dev#5410](feast-dev#5410)) ([389ceb7](feast-dev@389ceb7)), closes [#006BB4](https://github.com/feast-dev/feast/issues/006BB4)
* Add Decimal to allowed python scalar types ([feast-dev#5367](feast-dev#5367)) ([4777c03](feast-dev@4777c03))
* Add feast rag retriver functionality ([feast-dev#5405](feast-dev#5405)) ([0173033](feast-dev@0173033))
* Add feature view curl generator ([feast-dev#5415](feast-dev#5415)) ([7a5b48f](feast-dev@7a5b48f))
* Add feature view lineage tab and filtering to home page lineage ([feast-dev#5308](feast-dev#5308)) ([308255d](feast-dev@308255d))
* Add feature view tags to dynamo tags ([feast-dev#5291](feast-dev#5291)) ([3a787ac](feast-dev@3a787ac))
* Add HybridOnlineStore for multi-backend online store routing ([feast-dev#5423](feast-dev#5423)) ([ebd67d1](feast-dev@ebd67d1))
* Add max_file_size to Snowflake config ([feast-dev#5377](feast-dev#5377)) ([e8cdf5d](feast-dev@e8cdf5d))
* Add MCP (Model Context Protocol) support for Feast feature server ([feast-dev#5406](feast-dev#5406)) ([de650de](feast-dev@de650de)), closes [feast-dev#5398](feast-dev#5398) [feast-dev#5382](feast-dev#5382) [feast-dev#5389](feast-dev#5389) [feast-dev#5401](feast-dev#5401)
* Add rag project to default dev UI ([feast-dev#5323](feast-dev#5323)) ([3b3e1c8](feast-dev@3b3e1c8))
* Add s3 storage-based registry store in Go feature server ([feast-dev#5336](feast-dev#5336)) ([abe18df](feast-dev@abe18df))
* Add support for data labeling in UI ([feast-dev#5409](feast-dev#5409)) ([d183c4b](feast-dev@d183c4b)), closes [#27](feast-dev#27)
* Added Lineage APIs to get registry objects relationships ([feast-dev#5472](feast-dev#5472)) ([be004ef](feast-dev@be004ef))
* Added rest-apis serving option for registry server ([feast-dev#5342](feast-dev#5342)) ([9740fd1](feast-dev@9740fd1))
* Added torch.Tensor as option for online and offline retrieval ([feast-dev#5381](feast-dev#5381)) ([0b4ae95](feast-dev@0b4ae95))
* Adding feast delete to CLI ([feast-dev#5344](feast-dev#5344)) ([19fe3ac](feast-dev@19fe3ac))
* Adding permissions to UI and refactoring some things ([feast-dev#5320](feast-dev#5320)) ([6f1b0cc](feast-dev@6f1b0cc))
* Allow to set registry server rest/grpc mode in operator ([feast-dev#5364](feast-dev#5364)) ([99afd6d](feast-dev@99afd6d))
* Allow to use env variable FEAST_FS_YAML_FILE_PATH and FEATURE_REPO_DIR ([feast-dev#5420](feast-dev#5420)) ([6a1b33a](feast-dev@6a1b33a))
* Enable materialization for ODFV Transform on Write ([feast-dev#5459](feast-dev#5459)) ([3d17892](feast-dev@3d17892))
* Improve search results formatting ([feast-dev#5326](feast-dev#5326)) ([18cbd7f](feast-dev@18cbd7f))
* Improvements to Lambda materialization engine ([feast-dev#5379](feast-dev#5379)) ([b486f29](feast-dev@b486f29))
* Make batch_source optional in PushSource ([feast-dev#5440](feast-dev#5440)) ([feast-dev#5454](feast-dev#5454)) ([ae7e20e](feast-dev@ae7e20e))
* Refactor materialization engine ([feast-dev#5354](feast-dev#5354)) ([f5c5360](feast-dev@f5c5360))
* Remote Write to Online Store completes client / server architecture ([feast-dev#5422](feast-dev#5422)) ([2368f42](feast-dev@2368f42))
* Serialization version 2 and below removed ([feast-dev#5435](feast-dev#5435)) ([9e50e18](feast-dev@9e50e18))
* SQLite online retrieval. Add timezone info into timestamp. ([feast-dev#5386](feast-dev#5386)) ([6b05153](feast-dev@6b05153))
* Support dual-mode REST and gRPC for Feast Registry Server ([feast-dev#5396](feast-dev#5396)) ([fd1f448](feast-dev@fd1f448))
* Support DynamoDB as online store in Go feature server ([feast-dev#5464](feast-dev#5464)) ([40d25c6](feast-dev@40d25c6))
* Update Spark Compute read source node to be able to use other data sources ([feast-dev#5445](feast-dev#5445)) ([a93d300](feast-dev@a93d300))

### Reverts

* Chore Release "chore(release): release 0.50.0" ([feast-dev#5483](feast-dev#5483)) ([0eef391](feast-dev@0eef391))
* Feat: Add CLI, SDK, and API documentation page to Feast UI" ([feast-dev#5341](feast-dev#5341)) ([b492f14](feast-dev@b492f14)), closes [feast-dev#5337](feast-dev#5337)
* Revert "feat: Add s3 storage-based registry store in Go feature server" ([feast-dev#5351](feast-dev#5351)) ([d5d6766](feast-dev@d5d6766)), closes [feast-dev#5336](feast-dev#5336)
* Revert "fix: Update milvus connect function to work with remote instance" ([feast-dev#5398](feast-dev#5398)) ([434dd92](feast-dev@434dd92)), closes [feast-dev#5382](feast-dev#5382)
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@franciscojavierarceo