Release v0.21.1 created from de24e74 at 2025-10-23 19:08:09+08:00

New features

• Experimental: Adds support for PDF document parsing using MinerU. See here.

Improvements

• Enhances UI/UX for the dataset and personal center pages.
• Upgrades RAGFlow's document engine, Infinity, to v0.6.1.

Fixed issues

• An issue with video parsing.

What's Changed

• Fix problem with Google Cloud models with reasoning (like gemini) - Additional fix to issue #10474 by @glu000 in #10502
• Fix: support auto width when print table by @Lynn-Inf in #10575
• Doc: update released tag. by @Lynn-Inf in #10578
• fix(_handle_entity_relation_summary): correctly calculate the descriptions_list by @ffffffff0 in #10534
• Fix (i18n): Update the Chinese and English description of RAPTOR functionality #9869 by @dcc123456 in #10581
• Refactor admin client for message prompts by @JinHai-CN in #10583
• Docs: Updated dataset configuration, KG building and RAPTOR building for v0.21.0 by @writinwaters in #10584
• Don't rerank for infinity by @yuzhichang in #10579
• Doc: Added Long context RAG guide by @writinwaters in #10591
• Use relative path to import same module by @JinHai-CN in #10587
• Improve file management by @yongtenglei in #10577
• Update admin client README and doc by @JinHai-CN in #10594
• Feat: Support Specifying OpenRouter Model Provider by @buua436 in #10550
• Build(deps): Bump axios from 1.7.2 to 1.12.0 in /web by @dependabot[bot] in #10393
• Fix (dataset setting): Remove the introduction and use of TagItems in the configuration. #9869 by @dcc123456 in #10595
• Fix: add toc_kwd field and update page_num_int type by @asiroliu in #10596
• Update architecture image and ragflow-cli version by @JinHai-CN in #10605
• Feat: add forgot password reset, solve #8547 by @Magicbook1108 in #10586
• Fix: Add RetryingPooledPostgresqlDatabase to handle max_retries param by @arogan178 in #10524
• Feat: Collapse the excess portion of the tool node and retrieval node #9869 by @cike8899 in #10604
• Fix: Bug fixes #9869 by @dcc123456 in #10600
• Feat: The bottom anchor of the agent node is only displayed when there is a downstream node #9869 by @cike8899 in #10611
• Feat: add forgot password reset (update naming style), solve #8547 by @Magicbook1108 in #10606
• Fix: Open the parser operator configuration, save it, and run the agent. An error will be reported. #10615 by @cike8899 in #10619
• Fix: search highlight. by @KevinHuSh in #10616
• Doc: minor by @writinwaters in #10627
• Feat: add MinerU parser by @yongtenglei in #10621
• Fix：display agents by @Lynn-Inf in #10620
• feat(storybook): Storybook with Calendar and Modal components #9869 by @dcc123456 in #10626
• Docs: minor by @writinwaters in #10630
• Feat:VolcEngine Model type add IMAGE2TEXT by @buua436 in #10629
• Feat: Delete useless files from the data pipeline #9869 by @cike8899 in #10632
• Fix: Restore the sidebar description of DP slicing method #9869 by @dcc123456 in #10633
• File: Now parsing support all types of embedded documents, solved #10059 by @Magicbook1108 in #10635
• Doc: miscellaneous by @writinwaters in #10641
• Feat: Display the pipeline on the agent canvas #9869 by @cike8899 in #10638
• Fix：Text color in Floating Widget (Intercom-style) #10624 by @dcc123456 in #10639
• Feat：admin api by @Lynn-Inf in #10642
• feat: implement CLI of role-based access control system by @JinHai-CN in #10650
• Supports running single command by @JinHai-CN in #10651
• Fix: retrieval test by @KevinHuSh in #10662
• Fix: Remove pdf embed support, update based on #10635 by @Magicbook1108 in #10663
• Fix: The agent dialogue sheet does not display the opening remarks. #10664 by @cike8899 in #10665
• Fix: Optimize code and fix ts type errors #9869 by @dcc123456 in #10666
• Feat: Gemini supports video parsing by @yongtenglei in #10671
• Feat: Qwen-VL series supports video parsing by @yongtenglei in #10676
• Feat:Vision Model Image Enhancement in Manual/Paper/Book/One chunker by @buua436 in #10640
• Update message printout when start ingestion server by @JinHai-CN in #10677
• Fix(edit-tag): Fix the bug that the edit-tag tag cannot be deleted #9869 by @dcc123456 in #10679
• Feat:setting metadata in the retrieval by @buua436 in #10682
• Fix: Excel2HTML can't support XLS（Excel 97-2003） by @Woody-Hu in #10660
• Feat: Support attribute filtering #8703 by @Magicbook1108 in #10670
• Feat: Make knowledge base renaming automatically reflected in agent discussions, solved #10597 by @Magicbook1108 in #10680
• Feat: Display the pipeline operation sheet on the agent page #9869 by @cike8899 in #10690
• Fix: tree merge by @Magicbook1108 in #10691
• Test: update test cases for chunk retrieval pagination by @asiroliu in #10694
• Feat: A pipeline's child node can only have one node #9869 by @cike8899 in #10695
• Feat: Move the pipeline translation field to flow #9869 by @cike8899 in #10697
• Fix: potential negative max_tokens in RAPTOR by @yongtenglei in #10701
• Feat: Change the style of all cards according to the design #10703 by @cike8899 in #10704
• Fix:wrong param in manual chunk by @buua436 in #10710
• Fix: Profile page UI adjustment #9869 by @dcc123456 in #10706
• Docs: Added token chunker and title chunker components by @writinwaters in #10711
• Feat: add fault-tolerant mechanism to GraphRAG by @yongtenglei in #10708
• Refa: improve flow of GraphRAG and RAPTOR by @yongtenglei in #10709
• fix:RAGFlowOSS.put() got an unexpected keyword argument 'tenant_id' by @Woody-Hu in #10712
• Feat: Adjust the style of the mcp dialog #10703 by @cike8899 in #10719
• Fix: can't upload image in ollama model #10447 by @Magicbook1108 in #10717
• Refactor: How LiteLLMBase Calculate total count by @Woody-Hu in #10532
• hotfix: Rename chunk summary's component name by @ZhenhangTung in #10721
• Fix: Optimize the style of the personal center sidebar component #9869 by @dcc123456 in #10723
• bump infinity to v0.6.1 by @yuzhichang in #10727
• Feat: Display the video field in the parser operator #9869 by @cike8899 in #10728
• Feat: version 0.21.1 by @Lynn-Inf in #10718
• Fix: model parameter by @Magicbook1108 in #10730
• Fix：filename is not displayed on the overview page #9869 by @dcc123456 in #10731
• Fix: add video parser by @KevinHuSh in #10735
• Feat: pipeline supports MinerU PDF parser by @yongtenglei in #10736
• Fix typo by @adrianad in #10737
• Fix: video file suffix by @KevinHuSh in #10740
• Feat: Add suffix to the parser operator's video configuration #9869 by @cike8899 in #10741
• Fix: Resolved the issue where the Generate button must be refreshed after generating chunk to take effect #9869 by @dcc123456 in #10742
• Bump infinity to 0.6.1 by @yuzhichang in #10749
• Feat: The default value of the parser operator's Video output format is set to text #9869 by @cike8899 in #10745
• Fix: Add video preview #9869 by @dcc123456 in #10748
• Fix: Clicking "Stop receiving messages" in Firefox will cause the page to crash. #10752 by @cike8899 in #10754
• Fix: create KB initial embedding. by @KevinHuSh in #10751
• Docs: Added v0.21.1 release notes by @writinwaters in #10757
• Fix: infinity rerank error. by @KevinHuSh in #10760
• Docs: Update version references to v0.21.1 in READMEs and docs by @asiroliu in #10761
• Docs: How to use MinerU to parse pdf documents by @writinwaters in #10763

New Contributors

• @arogan178 made their first contribution in #10524

Full Changelog: v0.21.0...v0.21.1