Features

• Snowflake Integration by @ongdisheng (#911)
• AI-generated Question Recommendations by @onlyjackfrost, @paopa, @andreashimin, @fredalai (#876) - Proactively suggests relevant questions across Home and follow-up sections, helping users explore their data more effectively.
  Enhanced Query Capabilities
• Supports data schema exploration questions and out-of-scope questions by @onlyjackfrost, @cyyeh, @andreashimin (#920, #923, #931, #934)
• Multi-LLM Architecture by @paopa (#917)- Modular task breakdown for improved support across different LLM providers, enhancing flexibility and performance.

Experiments

• Integrate dspy into wrenAI by @tedyyan in #805

Enhancements

• Improve time-related SQL generation by @cyyeh in #897
• Asking experience enhancement by @andreashimin in #899

Fixes and Chores

• chore(wren-ai-service): fix litellm security issue by @cyyeh in #887
• chore(wren-ai-service): fix security issue by @cyyeh in #895
• chore(wren-ai-service): skip sql summary and add correcting status by @cyyeh in #884
• chore(wren-ai-service): revert skip sql summary and add correcting status by @cyyeh in #900
• chore(wren-ai-service): adjust prompt by @cyyeh in #903
• feat(wren-ai-service): prompting to avoid column ambiguity by @paopa in #906
• fix(wren-ui): Separate view step sql & view full sql condition by @andreashimin in #904
• fix(wren-ui): see an error when editing a relationship in the defined relationships step of onboarding by @fredalai in #872
• chore(wren-ai-service): remove ollama in config by @cyyeh in #914
• chore(wren-ai-service): fix bugs by @cyyeh in #918
• Ensure answers correctly indicate their associated view by @AryanK1511 in #928
• fix(wren-ui): Create thread from view summary value change to question by @andreashimin in #930
• fix(wren-ui): remove project Id from request when deploying and generating recommended question by @onlyjackfrost in #941
• fix(wren-ui): fix generating RQ with incorrect language by @onlyjackfrost in #937
• chore(wren-ai-service): refactor by @cyyeh in #936
• chore(wren-ai-service): improve follow-up by @cyyeh in #938

Maintenances

• chore: update setup and contributing guide by @cyyeh in #926
• fix(wren-ui/e2e): Update E2E test for navigation change by @ongdisheng in #924
• feat(wren-ui/e2e): Added E2E tests for Snowflake Data Source by @ongdisheng in #927
• fix(wren-ui): adjust header key case for correlation id by @grieve54706 in #932

New Contributors

• @tedyyan made their first contribution in #805

Full Changelog: 0.10.0...0.11.0

What's Changed

• feat(wren-ai-service): Add Relationship Type Validation and Language Support for semantics description by @paopa in #931
• fix(wren-ui): Create thread from view summary value change to question by @andreashimin in #930
• chore(wren-ai-service): minor update by @cyyeh in #933
• fix(wren-ui): await thread recommendation question generation by @fredalai in #934
• fix(wren-ui): adjust header key case for correlation id by @grieve54706 in #932
• fix(wren-ui): fix generating RQ with incorrect language by @onlyjackfrost in #937
• chore(wren-ai-service): refactor by @cyyeh in #936
• chore(wren-ai-service): improve follow-up by @cyyeh in #938
• fix(wren-ui): remove project Id from request when deploying and generating recommended question by @onlyjackfrost in #941
• chore(wren-ui): add comment by @onlyjackfrost in #942
• chore: release 0.11.0-rc.2 by @onlyjackfrost in #943
• 0.11.0-rc.3 by @wwwy3y3 in #944

Full Changelog: 0.11.0-rc.1...0.11.0-rc.3

What's Changed

• feat(wren-ai-service): Add Relationship Type Validation and Language Support for semantics description by @paopa in #931
• fix(wren-ui): Create thread from view summary value change to question by @andreashimin in #930
• chore(wren-ai-service): minor update by @cyyeh in #933
• fix(wren-ui): await thread recommendation question generation by @fredalai in #934
• fix(wren-ui): adjust header key case for correlation id by @grieve54706 in #932
• fix(wren-ui): fix generating RQ with incorrect language by @onlyjackfrost in #937
• chore(wren-ai-service): refactor by @cyyeh in #936
• chore(wren-ai-service): improve follow-up by @cyyeh in #938
• fix(wren-ui): remove project Id from request when deploying and generating recommended question by @onlyjackfrost in #941
• chore(wren-ui): add comment by @onlyjackfrost in #942

Full Changelog: 0.11.0-rc.1...0.11.0-rc.2

What's Changed

• feat(wren-ai-service): integrate dspy into wrenAI by @tedyyan in #805
• chore(wren-ai-service): fix litellm security issue by @cyyeh in #887
• chore(wren-ai-service): fix security issue by @cyyeh in #895
• chore(wren-ai-service): skip sql summary and add correcting status by @cyyeh in #884
• chore(wren-ai-service): remove dspy module in generation by @cyyeh in #898
• chore(wren-ai-service): revert skip sql summary and add correcting status by @cyyeh in #900
• chore(wren-ai-service): improve time related sql generation by @cyyeh in #897
• chore(wren-ui): Asking experience enhancement by @andreashimin in #899
• chore(wren-ai-service): adjust prompt by @cyyeh in #903
• feat(wren-ai-service): prompting to avoid column ambiguity by @paopa in #906
• fix(wren-ui): Separate view step sql & view full sql condition by @andreashimin in #904
• fix(wren-ui): see an error when editing a relationship in the defined relationships step of onboarding by @fredalai in #872
• feat(wren-ai-service): release 0.11.0 by @cyyeh in #909
• chore(wren-ai-service): remove ollama in config by @cyyeh in #914
• feat(wren-ui): Support Snowflake data source UI by @ongdisheng in #911
• chore(wren-ai-service): separate the api key for each LLM and embedder by @paopa in #917
• chore(wren-ai-service): fix bugs by @cyyeh in #918
• feat(wren-ui): Epic intention + recommend question by @onlyjackfrost in #876
• feat(wren-ai-service): remove recommending relation type MANY_TO_MANY by @paopa in #920
• feat(wren-ai-service): column-based batch to generate semantics by @paopa in #923
• chore: update setup and contributing guide by @cyyeh in #926
• fix(wren-ui/e2e): Update E2E test for navigation change by @ongdisheng in #924
• chore: release 0.11.0-rc.1 by @onlyjackfrost in #929

Should be removed from Release Note

• Ensure answers correctly indicate their associated view by @AryanK1511 in #928
• feat(wren-ui/e2e): Added E2E tests for Snowflake Data Source by @ongdisheng in #927

New Contributors

• @tedyyan made their first contribution in #805

Full Changelog: 0.10.0...0.11.0-rc.1

New Features

• Implement onboarding guide for modeling page and home page to help users better understand the workflow (@andreashimin in #843, #851)
• Enhance the asking experience by auto-selecting the best answer instead of showing multiple candidates. Multiple answer candidates feature will be reintroduced in future updates as whole new drafts feature. (@cyyeh in #850, #871, #875)
• Enhance data source connection validation and user feedback (@fredalai in #847)
• Add informative message display when no recommended relationships are found (@fredalai in #828)
• Integrate with new Rust version of Wren Engine for improved performance (@onlyjackfrost in #770). Require additional flag to enable this experimental feature.

Fixes and Chores

• fix(wren-ui): Resolved data source update bug by @ongdisheng in #849
• chore(wren-ai-service): fix sql-to-answer issue by @cyyeh in #827
• chore(wren-ui): add event to record ibis performance by @grieve54706 in #823
• chore(wren-ai-service): add function list to prompt rule by @imAsterSun in #842

Maintenances

• docs: update dead link in wren-ui/README.md by @vil02 in #798
• chore(wren-ui): rename to Data connection error by @fredalai in #826
• chore(wren-ui): update package.json version by @onlyjackfrost in #834
• chore(wren-ui): tag wren ui before releasing stable image by @onlyjackfrost in #835
• chore(wren-ai-service): update langfuse analysis notebook by @cyyeh in #836
• chore(wren-ui): fix the file directory in the Github action steps by @onlyjackfrost in #837
• chore(wren-ui): fix sed command in the Github action workflow by @onlyjackfrost in #838
• chore(wren-ui): remove connectSampleNBA e2e test and update readme file by @fredalai in #840
• chore(wren-ai-service): add correlation ID to langfuse by @grieve54706 in #846
• chore(wren-ui): fix lint by @onlyjackfrost in #857
• chore(wren-ui): Create thread directly when receiving one candidate by @andreashimin in #855
• chore(wren-ui): add props in HOME_ASK_CANDIDATE event by @onlyjackfrost in #852
• chore(wren-ui): revert wren-ui version by @onlyjackfrost in #858
• chore(wren-ai-service): fix force deployment issue by @cyyeh in #860
• add roadmap to readme by @wwwy3y3 in #864
• chore(wren-ui): add common, repositories & adaptors to keep consistent format by @andreashimin in #870
• chore(wren-ai-service): Update retrieval prompt rule for GA4 struct type column by @imAsterSun in #867

Full Changelog: 0.9.1...0.10.0

What's Changed

• chore(wren-ai-service): Update retrieval prompt rule for GA4 struct type column by @imAsterSun in #867
• chore(wren-ai-service): optimize retrieval process by @cyyeh in #871
• chore(wren-ai-service): add correcting status by @cyyeh in #873
• chore(wren-ai-service): remove correcting by @cyyeh in #874
• chore(wren-ai-service): optimize ask pipeline by @cyyeh in #875
• update AI version by @wwwy3y3 in #878

Full Changelog: 0.10.0-rc.1...0.10.0-rc.2

What's Changed

• chore: Replace contributors action to use contrib.rocks by @andreashimin in #825
• chore(wren-ui): rename to Data connection error by @fredalai in #826
• feat(wren-ui): show info message if there are no recommended relationships by @fredalai in #828
• chore(wren-ai-service): fix sql-to-answer issue by @cyyeh in #827
• docs: update dead link in wren-ui/README.md by @vil02 in #798
• feature(wren-ui): integrate with rust version Wren Engine by @onlyjackfrost in #770
• chore(wren-ui): update package.json version by @onlyjackfrost in #834
• chore(wren-ui): tag wren ui before releasing stable image by @onlyjackfrost in #835
• chore(wren-ai-service): update langfuse analysis notebook by @cyyeh in #836
• chore(wren-ui): fix the file directory in the Github action steps by @onlyjackfrost in #837
• chore(wren-ui): fix sed command in the Github action workflow by @onlyjackfrost in #838
• feat(wren-ui): Implement modeling page onboarding guide by @andreashimin in #843
• Remove Hacktoberfest Campaign by @chilijung in #845
• chore(wren-ui): remove connectSampleNBA e2e test and update readme file by @fredalai in #840
• chore(wren-ui): add event to record ibis performance by @grieve54706 in #823
• fix(wren-ui): Resolved data source update bug by @ongdisheng in #849
• chore(wren-ai-service): minor updates by @cyyeh in #833
• chore(wren-ai-service): add function list to prompt rule by @imAsterSun in #842
• feat(wren-ui): Implement home page onboarding guide by @andreashimin in #851
• chore(wren-ui): improve host validator for data sources by @fredalai in #847
• chore(wren-ai-service): minor updates by @cyyeh in #854
• chore(wren-ai-service): add correlation ID to langfuse by @grieve54706 in #846
• chore(wren-ui): fix lint by @onlyjackfrost in #857
• chore(wren-ui): Create thread directly when receiving one candidate by @andreashimin in #855
• chore(wren-ui): add props in HOME_ASK_CANDIDATE event by @onlyjackfrost in #852
• chore(wren-ui): revert wren-ui version by @onlyjackfrost in #858
• chore(wren-ai-service): generate one sql only by @cyyeh in #850
• chore(wren-ai-service): fix force deployment issue by @cyyeh in #860
• chore(wren-ai-service): minor-updates by @cyyeh in #856
• add roadmap to readme by @wwwy3y3 in #864
• feat(wren-ai-service): question recommendation pipeline by @paopa in #830
• feat(wren-ai-service): batch processing to produce the semantics description for a large MDL by @paopa in #868
• chore(wren-ui): add common, repositories & adaptors to keep consistent format by @andreashimin in #870
• Release 0.10.0-rc.1 by @onlyjackfrost in #865

Full Changelog: 0.9.1...0.10.0-rc.1

Fixes and Chores

• Fix issue #712 : Displayed password placeholder for Data Source Settings by @ongdisheng in #806
• Fix stop polling if users click candidate during generating by @andreashimin in #809
• Fix pass default value for status attribute by @paopa in #793
• Fix wren-ui build failed by @andreashimin in #816
• Adjust relation recommendation pipeline prompt and output spec by @paopa in #808
• Adjust update README.md contributors workflow triggered by tag push by @andreashimin in #818

Maintenances

• Update dead link in kustomizations/README.md by @vil02 in #799
• Replace README logos by @andreashimin in #810
• Added a "Back To Top" feature by @Akhsuna07 in #776

New Contributors

• @Akhsuna07 made their first contribution in #776

Full Changelog: 0.9.0...0.9.1

What's Changed

• docs: update dead link in kustomizations/README.md by @vil02 in #799
• chore: Replace README logos by @andreashimin in #810
• fix(wren-ui): Displayed password placeholder for Data Source Settings by @ongdisheng in #806
• fix(wren-ui): Stop polling if users click candidate during generating by @andreashimin in #809
• fix(wren-ai-service): pass default value for status attribute by @paopa in #793
• fix(wren-ui): build by @andreashimin in #816
• Added a "Back To Top" feature by @Akhsuna07 in #776
• release 0.9.1-rc.1 by @andreashimin in #820
• feat(wren-ai-service): adjust relation recommendation pipeline prompt and output spec by @paopa in #808
• chore: Adjust update README.md contributors workflow triggered by tag push by @andreashimin in #818

New Contributors

• @Akhsuna07 made their first contribution in #776

Full Changelog: 0.9.0...0.9.1-rc.1

New Features

• Support record data type in BigQuery Data Source by @andreashimin in #701 #741
• Support switching language when talking to LLM by @andreashimin in #789
• Import comments/description from data source when recommending relation by @onlyjackfrost in #753
• Add E2E tests for for Trino Data Source by @saai-syvendra in #782
• Add E2E tests for HR dataset by @saai-syvendra in #765
• Add E2E tests for ClickHouse Data Source by @ongdisheng in #796
• Show more pipeline detail when generating answer when asking by @andreashimin in #788
• Add spider metrics in evaluation by @paopa in #761
• Add TrustServerCertificate param in connectionInfo by @himanshu634 in #746

Fixes and Chores

• Fix issue #699 : will no longer pop up a "No results found" message when asking by @sahil9001 in #719
• Fix issue #706 : Update MDLBuilder constructor to sort input columns, models and relations based on their key. by @hpatel292-seneca in #745
• Fix issue #713 : Trigger a mouse event every time the ReactFlow component is clicked by @AryanK1511 in #724
• Refactor API Endpoints into Independent Routers by @Spirizeon in #747
• Stop Installation gracefully when exiting the launcher by @Prototype4988 in #728
• Add missing wren-ibis-server.yaml for kustomizations by @cyyeh in #739
• Fix connection info decode issue in eval prediction by @imAsterSun in #759
• Refine sql generation in LLM by @cyyeh in #784

Maintenances

• Add contribution guideline section by @chilijung in #717
• Update kustomizations/README.md by @eltociear in #718
• Update README.md by @kushal34712 in #725
• Made the Logo Look more Professional by @iamawanishmaurya in #727
• Update CONTRIBUTING.md by @kushal34712 in #726
• Improved README.md by @Innovatorcloudy in #730
• Add codebase introduction docs by @cyyeh in #715
• Update dead links in docker/README.md by @vil02 in #769
• Resolved Grammatical errors for better Flow and readability by @NishantRana07 in #750
• Automatic GitHub Action Contributor List by @chilijung in #751
• Update github action to manually running pytest to avoid auth issue from forked repo by @paopa in #734
• Using OpenAI API Structured Output by @MGomaa435 in #731
• Replace logo to vector svg by @andreashimin in #795

Security

• Bump fastapi to 0.115.2 @cyyeh in #762

Wren Engine:

Bump from 0.10.1 to 0.11.1

• release note for 0.11.0: https://github.com/Canner/wren-engine/releases/tag/0.11.0
• release note for 0.11.1: https://github.com/Canner/wren-engine/releases/tag/0.11.1

New Contributors

• @sahil9001 made their first contribution in #719
• @kushal34712 made their first contribution in #725
• @iamawanishmaurya made their first contribution in #727
• @Innovatorcloudy made their first contribution in #730
• @Prototype4988 made their first contribution in #728
• @AryanK1511 made their first contribution in #724
• @NishantRana07 made their first contribution in #750
• @github-actions made their first contribution in #755
• @saai-syvendra made their first contribution in #765
• @hpatel292-seneca made their first contribution in #745
• @MGomaa435 made their first contribution in #731
• @Spirizeon made their first contribution in #747
• @vil02 made their first contribution in #769
• @ongdisheng made their first contribution in #796

Full Changelog: 0.8.1...0.9.0