v0.23.1

Released on December 31, 2025.

Improvements

• Memory: Enhances the stability of memory extraction when all memory types are selected.
• RAG: Refines the context window extraction strategy for images and tables.

Fixed issues

• Memory:
  • The RAGFlow server failed to start if an empty memory object existed.
  • Unable to delete a newly created empty Memory.
• RAG: MDX file parsing was not supported.

Data sources

• GitHub
• Gitlab
• Asana
• IMAP

What's Changed

• Fix error in docs by @JinHai-CN in #12269
• docs: add security warnings for default passwords in .env by @RinCodeForge927 in #12250
• Update deploy_local_llm.mdx vllm guide picture by @yiminghub2024 in #12275
• Update deploy_local_llm.mdx by @yingfeng in #12276
• Fix: Data-source S3 page style by @dcc123456 in #12255
• Fix IDE warnings by @JinHai-CN in #12281
• Fix: init memory size from es by @Lynn-Inf in #12282
• Refactor: keep timestamp consistency by @Woody-Hu in #12279
• Fix the consistency of ts and datetime by @JinHai-CN in #12288
• Fix: Delete chunk images on document parser config change. by @lys1313013 in #12262
• feat: add MDX file support by @lys1313013 in #12261
• Fix: If there is an error message on the chat page, the subsequent message references will not display correctly. #12252 by @cike8899 in #12283
• Fix (sdk): ensure variables defined in rm_chunk API by @maoxiaowang in #12274
• security: replace unsafe eval with ast.literal_eval in vision operators by @RinCodeForge927 in #12236
• Feat: Add Asana data source integration and configuration options by @buua436 in #12239
• helm: improvements by @LyleLaii in #10976
• refactor: docling parser will close bytes io by @Woody-Hu in #12280
• Feat: github connector by @Magicbook1108 in #12292
• Feat: Gitlab connector by @Magicbook1108 in #12248
• Revert "Feat: github connector" by @KevinHuSh in #12296
• Fix: pick message to delete by @Lynn-Inf in #12295
• Fix: S3 parameter error by @dcc123456 in #12290
• docs: add optional proxy arguments for Docker build instructions by @maoxiaowang in #12272
• Feat: Remove the code that outputs jsonschema from the webhook.#10427 by @cike8899 in #12297
• docs: fix typos by @lys1313013 in #12301
• Refactor code by @JinHai-CN in #12305
• api key delete bug - Bug #3045 by @raminmardani in #12299
• Fix: use async task to save memory by @Lynn-Inf in #12308
• Fix TypeError in meta_filter when using numeric metadata by @tasumu in #12286
• Fix: Dataset parse error by @dcc123456 in #12310
• Fix IDE warnings by @JinHai-CN in #12315
• Feat: GitHub connector by @Magicbook1108 in #12314
• Fix: judge index exist before delete memory message. by @Lynn-Inf in #12318
• Feat: On the agent page and chat page, you can only select knowledge bases that use the same embedding model. #12320 by @cike8899 in #12321
• Feat: add IMAP data source integration with configuration and sync capabilities by @buua436 in #12316
• Update release workflow by @JinHai-CN in #12327
• Update model providers by @JinHai-CN in #12333
• Potential fix for code scanning alert no. 62: Workflow does not contain permissions by @yingfeng in #12334
• Update release workflow by @JinHai-CN in #12335
• fix: malformed dynamic translation key chunk.docType.${chunkType} by @JimmyBenKlieve in #12329
• Feat: Adapt the theme of the documentation page. #10427 by @cike8899 in #12337
• Fix: Dataset parse logic by @dcc123456 in #12330
• Feat: Display mode at the begin node #10427 by @cike8899 in #12326
• Refine: image/table context. by @KevinHuSh in #12336
• Docs: What is RAG & What is Agent context engine by @writinwaters in #12341
• fix(admin-ui): pagination auto reset to first page when after refetching data by @JimmyBenKlieve in #12339
• fix: correct session reference initialization to prevent dialogue misalignment by @DanielDerefaka in #12343
• Fix: Bug fixed by @dcc123456 in #12345
• Feat: Fixed the issue where the newly created agent begin node displayed "undefined". #10427 by @cike8899 in #12348
• [Feature] Admin: sort user list by email by @JinHai-CN in #12350
• Fix: apply kb configured llm issue. by @KevinHuSh in #12354
• [Bug] Don't display not used component status in admin status dashboard by @JinHai-CN in #12355
• Update release notes by @JinHai-CN in #12356
• Docs: Update version references to v0.23.1 in READMEs and docs by @asiroliu in #12349
• Remove doc of health check by @JinHai-CN in #12363
• fix(rag/prompts): Restructure metadata extraction rules for precision by @asiroliu in #12360
• Fix: Batch parsing problem by @dcc123456 in #12358
• Add docs category file by @JinHai-CN in #12359

New Contributors

• @RinCodeForge927 made their first contribution in #12250
• @lys1313013 made their first contribution in #12262
• @maoxiaowang made their first contribution in #12274
• @LyleLaii made their first contribution in #10976
• @raminmardani made their first contribution in #12299
• @tasumu made their first contribution in #12286
• @DanielDerefaka made their first contribution in #12343

Full Changelog: v0.23.0...v0.23.1