v0.22.0

Released on November 12, 2025.

## Breaking Changes

- From this release onwards, we ship only the slim edition (without embedding models) Docker image and no longer append the `-slim` suffix to the image tag.

## New Features

- Dataset:
  - Supports data synchronization from five online sources (AWS S3, Google Drive, Notion, Confluence, and Discord).
  - RAPTOR can be built across an entire dataset or on individual documents.
- Ingestion pipeline: Supports [Docling document parsing](https://github.com/docling-project/docling) in the **Parser** component.
- Launches a new administrative Web UI dashboard for graphical user management and service status monitoring.
- Agent:
  - Supports structured output.
  - Supports metadata filtering in the **Retrieval** component.
  - Introduces a **Variable aggregator** component with data operation and session variable definition capabilities.

## Improvements

- Agent: Supports visualizing previous components' outputs in the **Await Response** component.
- Revamps the model provider page.
- Upgrades RAGFlow's document engine Infinity to v0.6.5.

## Added Models
- Kimi-K2-Thinking

## New agent templates

- Interactive Agent, incorporates real-time user feedback to dynamically optimize Agent output.


## What's Changed
* Feat: add Docling parser by @buua436 in https://github.com/infiniflow/ragflow/pull/10759
* Move test files by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10765
* Don't release full image by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10654
* Fix:ERROR 20 Method rag.nlp.search.Dealer.search() parameter highlight="None" violates type hint bool | list, as <class "builtins.NoneType"> "None" not list or bool. by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10743
* Fix: prio synonym match than wordnet for english by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10762
* Fix: Fixed the issue where dataset log avatars were displayed incorrectly #9869 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10764
* Docs/supplement incomplete params by @jiasu-hezhip in https://github.com/infiniflow/ragflow/pull/10758
* Fix: Opendal miss tenant id  by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10774
* Feat: Adjust the style of the canvas node #10703 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10795
* Removing value={field} from EditTag by @adrianad in https://github.com/infiniflow/ragflow/pull/10767
* Fixed the bug that passing an empty array will not update by @jiasu-hezhip in https://github.com/infiniflow/ragflow/pull/10755
* More doc on RAGFlow image by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10800
* Fix: gemini cv model chat issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10799
* Doc: readme updates. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10801
* Fix:Error retrieving DOCX image (docx.image.exceptions.UnrecognizedImageError)  by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10794
* Feat: add TCADP Parser by @aidansu in https://github.com/infiniflow/ragflow/pull/10775
* Fix: Home and team page style adjustment, and some bug fixes #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10805
* Fix: Pass kwargs in python api #10699 by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10808
* Feat: MinerU supports VLM-Transfomers backend by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10809
* Feat: Adjust the style of the toolbar at the bottom of the agent canvas #10703 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10807
* Feat:All-in-one MinerU and Docling by @buua436 in https://github.com/infiniflow/ragflow/pull/10813
* Fix: bug fixes and icon replacement #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10814
* Feat: Modify the style of the agent operator form #10703 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10821
* Doc: Updated How to update MinerU's settings by @writinwaters in https://github.com/infiniflow/ragflow/pull/10818
* Fix: parsing excel with chartsheet & Clamp begin to a minimum of 0 to prevent negative indexing by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10819
* Refactor: rename rmSpace to remove_redundant_spaces by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10796
* Feature/add new models for token pony and bug fix for use llm by @zhileihuang in https://github.com/infiniflow/ragflow/pull/10823
* Fix: Add video icon in knowledge base #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10832
* Fix:remove unexpected keyword argument in table_structure_recognizer logging by @buua436 in https://github.com/infiniflow/ragflow/pull/10831
* Customize service ports in tests.yml by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10834
* Fix ragflow image by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10838
* Fix: logging issues by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10836
* Add time utils by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10849
* Feat: Adjust the style of the agent operator form tool #10703 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10841
* Fix: Refactor the similarity slider component and modify the style of the dataset-test page #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10846
* Add readme in web by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10855
* Remove 'DID YOU KNOW', when start front-end by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10853
* Feat: Admin UI by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/10857
* Update Octoverse to README by @yingfeng in https://github.com/infiniflow/ragflow/pull/10859
* Refactor: Improve how to get total token count for AnthropicCV by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10658
* Test: update test cases for chunk retrieval pagination by @asiroliu in https://github.com/infiniflow/ragflow/pull/10839
* Fix: Chat session completion  by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10851
* Feat: allow initialize Redis without password by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10856
* Update admin client default port to 9381 by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10862
* Update web/README.md by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10864
* Feat: Configure structured data output for agent forms #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10867
* Feat: rename file to avoid package name conflict by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10863
* Chore(config): remove Youdao and BAAI embedding model providers by @asiroliu in https://github.com/infiniflow/ragflow/pull/10873
* Fix: predictable token generation by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10868
* Chore(docker): add standard HTTP/HTTPS and MCP ports to .env configuration by @asiroliu in https://github.com/infiniflow/ragflow/pull/10881
* Feat: Allow other operators to reference the structured output defined by the agent operator.  #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10886
* Feat: add German translations for all agent templates and optimized line breaks for template titles by @Jonah879 in https://github.com/infiniflow/ragflow/pull/10643
* Bump infinity to 0.6.2 by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10887
* Fix: opensearch retrieval error by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10891
* Mineru api support by @yoyokko in https://github.com/infiniflow/ragflow/pull/10874
* Feat: location rule for admin UI by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10894
* Fix:enhance delimiters in markdown parser by @buua436 in https://github.com/infiniflow/ragflow/pull/10896
* Fix: video parser should follow selected VLM in pipeline by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10900
* Fix: law parser  by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10897
* Fix: the input length exceeds the context length by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10895
* Feat:check embedding model api by @buua436 in https://github.com/infiniflow/ragflow/pull/10854
* Feat: The query variables of the subsequent operators can reference the structured variables defined in the agent operator. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10902
* Fix several admin UI issues  by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/10869
* Fix(ci): Add error handling to Docker image removal in tests workflow by @asiroliu in https://github.com/infiniflow/ragflow/pull/10904
* Feat: Modify the style of the query variable dropdown list. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10903
* Refactor(setting-model): Refactor the model management interface and optimize the component structure. #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10905
* Refactor:improve the logic for rerank models to cal the total token count by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10882
* Fix:KeyError: 'table_body' of mineru parser by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10773
* Feat: Rename the files in the jsonjoy-builder directory to lowercase. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10908
* Fix: Fixed the styling and logic issues on the model provider page #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10909
* Fix: The nodes on the canvas were not updated in time after the operator name was modified.  #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10911
* Remove 'get_lan_ip' and add common misc_utils.py by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10880
* TEI auto truncate inputs by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10916
* Move singleton to common directory by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10935
* Remove unused code by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10938
* Move 'get_project_base_directory' to common directory by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10940
* Move token related functions to common by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10942
* Feat: parsing hyperlinks in docx and pdf & Fix: default parser config of toc extraction by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10877
* Fix:output_structure in agent by @buua436 in https://github.com/infiniflow/ragflow/pull/10907
* Feat: The query variable of a loop operator can be a nested array variable. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10921
* description by @a67793581 in https://github.com/infiniflow/ragflow/pull/10928
* Feat: Admin UI whitelist management and role management by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/10910
* Feat: location rule for http by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10901
* Fix: API: chunk.update does not update positions by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10945
* Feat: The structured output of the variable query can also be clicked. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10952
* Fix: decode error in email parser app by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10920
* Move some functions out of 'api/utils/common.py' by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10948
* Remove redundant ut by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10955
* Feat: Filter structured output data directly during the rendering stage. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10958
* Move base64_image related functions to common directory by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10957
* Introduce common/constants.py by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10965
* Introduce common/config_utils.py by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10968
* Refactor file utils by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10970
* Fix:wrong describe_with_prompt() in ollama by @buua436 in https://github.com/infiniflow/ragflow/pull/10963
* Fix:missing embedding vector on Tokenizer by @buua436 in https://github.com/infiniflow/ragflow/pull/10964
* Feat:add variables to the metadata filtering function of the knowledg… by @buua436 in https://github.com/infiniflow/ragflow/pull/10967
* Feat: Fixed an issue where dragged operators within an iteration were not associated with the iteration. #10866 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10969
* Move some funcs from api to rag module by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10972
* Feat: Support multiple data sources synchronizations by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10954
* Feat: Add variables to the metadata filtering function of the knowledge retrieval component. #10861 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10974
* Fix: correct MCP server authentication header format in frontend by @marvion2 in https://github.com/infiniflow/ragflow/pull/9819
* Refactor log utils by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10973
* Fix: elasticsearch connection hardcoded by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10975
* Chore(docker): Remove outdated sandbox config by @asiroliu in https://github.com/infiniflow/ragflow/pull/10977
* Remove unused code by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10981
* Fix:wrong param in meta_data_filter by @buua436 in https://github.com/infiniflow/ragflow/pull/10978
* Move 'timeout' to common folder by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10983
* Fix: Create dataset performance unmatched between HTTP api and web ui by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10960
* Feat: Add data operation node #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/10985
* Minor tweaks by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10987
* Update RetCode to common.constants by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10984
* Feat: supports MinerU http-client/server method by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10961
* Feat: refine Confluence connector by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10994
* Move some enumerate type to constants.py by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10998
* Feat: Add a form with data operations operators #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11001
* Refa: link connector to KB. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10991
* Move some constants to common by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11004
* feat: add allowed factories variable to allow admins to restrict llms users can add by @wanpdsantos in https://github.com/infiniflow/ragflow/pull/11003
* Feat:Data Operations by @buua436 in https://github.com/infiniflow/ragflow/pull/11002
* Fix and refactor imports by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11010
* fix:api /factories wrong return by @buua436 in https://github.com/infiniflow/ragflow/pull/11015
* Apply some tweaks on Admin UI by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/11011
* Feat: Support more chunking methods by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11000
* Move some vars to globals by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11017
* Fix: escape multi-steps issues. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11016
* Fix: numeric string miss transformation. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11025
* Feat: start data sync service. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11026
* Move var from rag.settings to common.globals by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11022
* Fix: Markdown table extractor by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11018
* Fix: get_allowed_llm_factories() return type by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11031
* Feat: Submit clean data operations form data to the backend. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11030
* Fix: MCP cannot handle empty Auth field properly by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11034
* Fix: Fixed the issue of errors when using agents created from templates. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11035
* fix:data operations update by @buua436 in https://github.com/infiniflow/ragflow/pull/11013
* Feat: add webhook component. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11033
* Feat: The value of data operations operators can be either input or referenced from variables. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11037
* Move api.settings to common.settings by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11036
* Fix: add fields for logs. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11039
* Refa: Remove HuggingFace repo downloads by @asiroliu in https://github.com/infiniflow/ragflow/pull/11048
* Feature: Added data source functionality #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11046
* Feat: The agent operator and message operator can only select string variables as prompt words. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11054
* Feat: Add variable assignment node #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11058
* Fix: fix pdf_parser ignored in rag/app/naive.py by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11065
* Minor tweaks by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11060
* Feat: GraphRAG handle cancel gracefully by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11061
* Feat: Add variable aggregator node #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11070
* Feat: debug sync data. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11073
* Feat: RAPTOR handle cancel gracefully by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11074
* Fix: Can't add more models by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11076
* Admin: add 'show version' by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11079
* Add 'SHOW VERSION' to document by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11082
* Fix: Improve some functional issues with the data source. #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11081
* Fix: add avatar for UI by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/11080
* Fix: OpenSearch retrieval no return & Add documentation of /retrieval by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11083
* Feat: add data source to pipleline logs . by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11075
* Feat: Add a form for variable aggregation operators #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11095
* fix: The doc file cannot be parsed(#11092) by @yngvarhuang in https://github.com/infiniflow/ragflow/pull/11093
* Fix: Plain parser is skipped by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11094
* Fix: Added some prompts and polling functionality to retrieve data source logs. #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11103
* Bump infinity to 0.6.4 by @yuzhichang in https://github.com/infiniflow/ragflow/pull/11104
* Fix: add huggingface model download functionality by @asiroliu in https://github.com/infiniflow/ragflow/pull/11101
* Minor tweaks by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11106
* Fix: cannot write mode RGBA as JPEG by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11102
* Feat: The output is derived based on the configuration of the variable aggregation operator. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11109
* Feat: add auto parse to connector. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11099
* Fix: python api streaming structure by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11105
* Feat: Display the selected variables in the variable aggregation node.  #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11113
* Feat: Add Variable aggregator by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11114
* Feat: add kimi-k2-thinking and moonshot-v1-vision-preview by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11110
* Docs: refine MinerU part in FAQ by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11111
* Fix: cannot parse images by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/11044
* Adjust styles to match the design system by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/11118
* Refactor: QWenCV release temp path by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/11122
* fix: layout structure to use main tag by @gnowland in https://github.com/infiniflow/ragflow/pull/11119
* Feature: Added global variable functionality #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11117
* Feat/monitor task by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/11116
* Feat: The keys for data manipulation operators can only be numbers, letters, and underscores. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11130
* Fix: missing file formats in hierarchical_manager  by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11129
* Fix: remove unsupported models in siliconflow api by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11126
* Fix: add download stats to kb logs. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11112
* Fix: Bugs fixed #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11132
* Fix:not enough values to unpack (expected 3, got 2) in general chunk by @buua436 in https://github.com/infiniflow/ragflow/pull/11139
* Feat: Globally defined conversation variables can be selected in the operator's query variables. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11135
* Don't select vector on infinity by @yuzhichang in https://github.com/infiniflow/ragflow/pull/11151
* Fix: Optimize Prompts and Regex for use_sql() by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11148
* Fix(config): Add raptor_kwd field to infinity mapping by @asiroliu in https://github.com/infiniflow/ragflow/pull/11146
* Feat: Adjust the style of mcp and checkbox. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11150
* Feat: add initial Google Drive connector support by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11147
* Chore(config): Added rank values for the LLM vendors and remove deprecated LLM   by @redredrrred in https://github.com/infiniflow/ragflow/pull/11133
* Fixes: Bugs fixed #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11154
* Fix:update agent variable name rule by @buua436 in https://github.com/infiniflow/ragflow/pull/11124
* Fix: add auto_parse to kb detail. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11153
* Docs: add admin UI user guide by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/11156
* Changed infinity log level to info by @yuzhichang in https://github.com/infiniflow/ragflow/pull/11165
* Fix: filter builtin llm factories. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11163
* Add task executor bar chart, add system version string by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/11155
* Feat: Call the interface to stop the output of the large model #10997 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11164
* Fixe: model provider issues and improved some features #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11168
* Fix: waitForResponse component. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11172
* Feat: Place the new mcp button at the end of the line. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11170
* Feat: Google drive supports web-based credentials by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11173
* Feat: add mechanism to check cancellation in Agent by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10766
* Feat: The input parameters of data manipulation operators can only be of type object. #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11179
* Fix: ollama model list issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11175
* Fix:data_operations input return by @buua436 in https://github.com/infiniflow/ragflow/pull/11177
* Fix: Update env to support PPTX and update README for version changes by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/11167
* Update Admin UI user guide docs by @JimmyBenKlieve in https://github.com/infiniflow/ragflow/pull/11183
* Docs: parser behavior change by @writinwaters in https://github.com/infiniflow/ragflow/pull/11176
* Fixes: Fixed some bugs #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11180
* Fix: Confluence fails to retrieve newly uploaded files due to confused timezone configuration by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11182
* Update LLM factories ranks in llm_factories.json by @redredrrred in https://github.com/infiniflow/ragflow/pull/11184
* chore(templates): add user interaction agent by @ZhenhangTung in https://github.com/infiniflow/ragflow/pull/11185
* Docs: update `latest updates`. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11188
* Update Chinese README.md on slim version by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11190
* Docs: Removed descriptions of the slim edition. by @writinwaters in https://github.com/infiniflow/ragflow/pull/11192
* Fix: connector auto-parse issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/11189
* Revert PR#11151 by @yuzhichang in https://github.com/infiniflow/ragflow/pull/11196
* Fix: GraphRAG and RAPTOR tasks do not affect document status by @yongtenglei in https://github.com/infiniflow/ragflow/pull/11194
* Fix: Fixed an issue that caused the page to crash when a knowledge base variable was selected.  #10427 by @cike8899 in https://github.com/infiniflow/ragflow/pull/11197
* chore(template): update agent template's title by @ZhenhangTung in https://github.com/infiniflow/ragflow/pull/11201
* Fixes: Fixed some bugs #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11200
* Docs: Added v0.22.0 release notes. by @writinwaters in https://github.com/infiniflow/ragflow/pull/11202
* Bump infinity to 0.6.5 by @yuzhichang in https://github.com/infiniflow/ragflow/pull/11203
* chore(readme): remove slim image from docs by @ZhenhangTung in https://github.com/infiniflow/ragflow/pull/11199
* Update docs by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11204
* Fix typos by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/11208
* Fix: Bug Fixes - Added disabled logic RAPTOR scope #10703 by @dcc123456 in https://github.com/infiniflow/ragflow/pull/11207
* Docs: Update version references to v0.22.0 in READMEs and docs by @asiroliu in https://github.com/infiniflow/ragflow/pull/11211

## New Contributors
* @aidansu made their first contribution in https://github.com/infiniflow/ragflow/pull/10775
* @JimmyBenKlieve made their first contribution in https://github.com/infiniflow/ragflow/pull/10857
* @Jonah879 made their first contribution in https://github.com/infiniflow/ragflow/pull/10643
* @yoyokko made their first contribution in https://github.com/infiniflow/ragflow/pull/10874
* @a67793581 made their first contribution in https://github.com/infiniflow/ragflow/pull/10928
* @marvion2 made their first contribution in https://github.com/infiniflow/ragflow/pull/9819
* @redredrrred made their first contribution in https://github.com/infiniflow/ragflow/pull/11133

**Full Changelog**: https://github.com/infiniflow/ragflow/compare/v0.21.1...v0.22.0