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.
• 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 https://github.com/Canner/WrenAI/pull/805

Enhancements

• Improve time-related SQL generation by @cyyeh in https://github.com/Canner/WrenAI/pull/897
• Asking experience enhancement by @andreashimin in https://github.com/Canner/WrenAI/pull/899

Fixes and Chores

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

Maintenances

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

New Contributors

• @tedyyan made their first contribution in https://github.com/Canner/WrenAI/pull/805

Full Changelog: https://github.com/Canner/WrenAI/compare/0.10.0...0.11.0