nightly

Release nightly created from 8de6b97 at 2025-12-05 21:15:37+08:00

v0.22.1

Release v0.22.1 created from cfdcceb at 2025-11-19 20:13:52+08:00

Summary

Improvements

• Agent:
  • Supports exporting Agent outputs in Word or Markdown formats.
  • Adds a List operations component.
  • Adds a Variable aggregator component.
• Data sources:
  • Supports S3-compatible data sources, e.g., MinIO.
  • Adds data synchronization with JIRA.
• Continues the redesign of the Profile page layouts.
• Upgrades the Flask web framework from synchronous to asynchronous, increasing concurrency and preventing blocking issues caused when requesting upstream LLM services.

Fixed issues

• A v0.22.0 issue: Users failed to parse uploaded files or switch embedding model in a dataset containing parsed files using a built-in model from a -full RAGFlow edition.
• Image concatenated in Word documents. #11310
• Mixed images and text were not correctly displayed in the chat history.

Newly supported models

• Gemini 3 Pro Preview

What's Changed

• Refactor function name by @JinHai-CN in #11210
• Fix:reset the agent component’s output by @buua436 in #11222
• Fix: Profile picture cropping supported #10703 by @dcc123456 in #11221
• Fix: update readme by @Magicbook1108 in #11212
• Feature/doc upload api add parent path 20251112 by @yngvarhuang in #11231
• Refa: rm useless code. by @KevinHuSh in #11238
• Feat:support API for generating knowledge graph and raptor by @buua436 in #11229
• Test: handle duplicate names by appending "(1)" by @asiroliu in #11244
• Fix: Law parser by @Magicbook1108 in #11246
• Minor tweaks by @JinHai-CN in #11249
• Feat: add fault-tolerant mechanism to RAPTOR by @yongtenglei in #11206
• Feat:update check_embedding api by @buua436 in #11254
• Docs: default admin credentials by @writinwaters in #11260
• Refactor service config fetching in admin server by @JinHai-CN in #11267
• Fixes: Added session variable types and modified configuration by @dcc123456 in #11269
• Remove leftover account and password from the code by @redredrrred in #11248
• Fix: rerank algorithm by @Magicbook1108 in #11266
• Fix: check task executor alive and display status by @Lynn-Inf in #11270
• Refactor: improve mineru_parser get property logic by @Woody-Hu in #11268
• Feat:new component list operations by @buua436 in #11276
• Fix: Added the ability to download files in the agent message reply function. by @dcc123456 in #11281
• Fix:ListOperations does not support sorting arrays of objects. by @buua436 in #11278
• Feat: extract message output to file by @Magicbook1108 in #11251
• Doc: add default username & pwd by @Magicbook1108 in #11283
• Remove unused code and fix performance issue by @JinHai-CN in #11284
• Minor tweats by @JinHai-CN in #11271
• Feat: add Jira connector by @yongtenglei in #11285
• Doc: style fix by @Magicbook1108 in #11295
• Fix: Fixed the issue of not being able to select the time zone in the user center. by @dcc123456 in #11298
• Fix: default model base url extraction logic by @sd109 in #11263
• Fix: create dataset return type inconsistent by @Magicbook1108 in #11272
• Refactor: move mcp connection utilities to common by @JinHai-CN in #11304
• Fix: concat images in word document. by @Magicbook1108 in #11310
• Feat: Construct a dynamic variable assignment form #10427 by @cike8899 in #11316
• feat: add new LLM provider Jiekou.AI by @cnJasonZ in #11300
• Fix: Fixed an issue where adding session variables multiple times would overwrite them. by @dcc123456 in #11308
• Feat: add s3-compatible storage boxes by @Jonah879 in #11313
• fix: update check_embedding failed info by @buua436 in #11321
• fix: entrypoint.sh typo for disable datasync command by @0xlucasliao in #11326
• Feat: update version to 0.22.1 by @Lynn-Inf in #11331
• Feat: Fixed the issue where form data assigned by variables was not updated in real time. #10427 by @cike8899 in #11333
• Fix: add describe_image_with_prompt for ZHIPU AI by @Magicbook1108 in #11317
• Fix: manual parser with mineru by @Magicbook1108 in #11336
• Fix:limit random sampling range in check_embedding by @buua436 in #11337
• Fix: No results can be found through the API /api/v1/dify/retrieval by @yongtenglei in #11338
• Fix: crop index may out of range by @yongtenglei in #11341
• Feat: Alter flask to Quart for async API serving. by @KevinHuSh in #11275
• Feat: Add a switch to control the display of structured output to the agent form. #10427 by @cike8899 in #11344
• Feat: new component variable assigner by @buua436 in #11050
• Feat: Display variables in the variable assignment node. #10427 by @cike8899 in #11349
• Fix: Modify the personal center style #10703 by @dcc123456 in #11347
• Fix: variable assigner issue. by @KevinHuSh in #11351
• Update version info to v0.22.1 by @JinHai-CN in #11346
• Fix: Fixed an issue where variable aggregation operators could not be connected to other operators. #10427 by @cike8899 in #11358
• Refactor /stats API by @JinHai-CN in #11363
• chore(template): introducing variable aggregator to customer service template by @ZhenhangTung in #11352
• Feat: add Gemini 3 Pro preview by @yongtenglei in #11361
• Fix: component list operation issue. by @KevinHuSh in #11364
• Fix: bbox not included in mineru output by @Magicbook1108 in #11365
• Feat: Set the outputs type of list operation. #10427 by @cike8899 in #11366
• Update README for supporting Gemini 3 Pro by @JinHai-CN in #11369
• Add release notes by @JinHai-CN in #11372
• Feat: Structured data will still be stored in outputs for compatibility with older versions. #10427 by @cike8899 in #11368
• Fix: circle imports issue. by @KevinHuSh in #11374
• Feat: The key for the begin operator can only contain alphanumeric characters and underscores. #10427 by @cike8899 in #11377
• Doc: Added v0.22.1 release notes by @writinwaters in #11383
• Fix: refine error msg. by @KevinHuSh in #11380
• Feat: If a query variable in a data manipulation operator is deleted, a warning message should be displayed to the user. #10427 #11255 by @cike8899 in #11384
• Fix some multilingual issues by @dcc123456 in #11382
• Doc: Optimize read me by @Magicbook1108 in #11386
• Docs: minor by @writinwaters in #11385
• Feat: Fixed an issue where modifying fields in the agent operator caused the loss of structured data. #10427 by @cike8899 in #11388

New Contributors

• @cnJasonZ made their first contribution in #11300
• @0xlucasliao made their first contribution in #11326

Full Changelog: v0.22.0...v0.22.1

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 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 #10759
• Move test files by @JinHai-CN in #10765
• Don't release full image by @yuzhichang in #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 #10743
• Fix: prio synonym match than wordnet for english by @Magicbook1108 in #10762
• Fix: Fixed the issue where dataset log avatars were displayed incorrectly #9869 by @cike8899 in #10764
• Docs/supplement incomplete params by @jiasu-hezhip in #10758
• Fix: Opendal miss tenant id by @Woody-Hu in #10774
• Feat: Adjust the style of the canvas node #10703 by @cike8899 in #10795
• Removing value={field} from EditTag by @adrianad in #10767
• Fixed the bug that passing an empty array will not update by @jiasu-hezhip in #10755
• More doc on RAGFlow image by @yuzhichang in #10800
• Fix: gemini cv model chat issue. by @KevinHuSh in #10799
• Doc: readme updates. by @KevinHuSh in #10801
• Fix:Error retrieving DOCX image (docx.image.exceptions.UnrecognizedImageError) by @Woody-Hu in #10794
• Feat: add TCADP Parser by @aidansu in #10775
• Fix: Home and team page style adjustment, and some bug fixes #10703 by @dcc123456 in #10805
• Fix: Pass kwargs in python api #10699 by @Magicbook1108 in #10808
• Feat: MinerU supports VLM-Transfomers backend by @yongtenglei in #10809
• Feat: Adjust the style of the toolbar at the bottom of the agent canvas #10703 by @cike8899 in #10807
• Feat:All-in-one MinerU and Docling by @buua436 in #10813
• Fix: bug fixes and icon replacement #10703 by @dcc123456 in #10814
• Feat: Modify the style of the agent operator form #10703 by @cike8899 in #10821
• Doc: Updated How to update MinerU's settings by @writinwaters in #10818
• Fix: parsing excel with chartsheet & Clamp begin to a minimum of 0 to prevent negative indexing by @Magicbook1108 in #10819
• Refactor: rename rmSpace to remove_redundant_spaces by @JinHai-CN in #10796
• Feature/add new models for token pony and bug fix for use llm by @zhileihuang in #10823
• Fix: Add video icon in knowledge base #10703 by @dcc123456 in #10832
• Fix:remove unexpected keyword argument in table_structure_recognizer logging by @buua436 in #10831
• Customize service ports in tests.yml by @yuzhichang in #10834
• Fix ragflow image by @yuzhichang in #10838
• Fix: logging issues by @Magicbook1108 in #10836
• Add time utils by @JinHai-CN in #10849
• Feat: Adjust the style of the agent operator form tool #10703 by @cike8899 in #10841
• Fix: Refactor the similarity slider component and modify the style of the dataset-test page #10703 by @dcc123456 in #10846
• Add readme in web by @JinHai-CN in #10855
• Remove 'DID YOU KNOW', when start front-end by @JinHai-CN in #10853
• Feat: Admin UI by @JimmyBenKlieve in #10857
• Update Octoverse to README by @yingfeng in #10859
• Refactor: Improve how to get total token count for AnthropicCV by @Woody-Hu in #10658
• Test: update test cases for chunk retrieval pagination by @asiroliu in #10839
• Fix: Chat session completion by @Magicbook1108 in #10851
• Feat: allow initialize Redis without password by @yongtenglei in #10856
• Update admin client default port to 9381 by @JinHai-CN in #10862
• Update web/README.md by @JinHai-CN in #10864
• Feat: Configure structured data output for agent forms #10866 by @cike8899 in #10867
• Feat: rename file to avoid package name conflict by @Magicbook1108 in #10863
• Chore(config): remove Youdao and BAAI embedding model providers by @asiroliu in #10873
• Fix: predictable token generation by @yongtenglei in #10868
• Chore(docker): add standard HTTP/HTTPS and MCP ports to .env configuration by @asiroliu in #10881
• Feat: Allow other operators to reference the structured output defined by the agent operator. #10866 by @cike8899 in #10886
• Feat: add German translations for all agent templates and optimized line breaks for template titles by @Jonah879 in #10643
• Bump infinity to 0.6.2 by @yuzhichang in #10887
• Fix: opensearch retrieval error by @Magicbook1108 in #10891
• Mineru api support by @yoyokko in #10874
• Feat: location rule for admin UI by @Lynn-Inf in #10894
• Fix:enhance delimiters in markdown parser by @buua436 in #10896
• Fix: video parser should follow selected VLM in pipeline by @yongtenglei in #10900
• Fix: law parser by @Magicbook1108 in #10897
• Fix: the input length exceeds the context length by @Magicbook1108 in #10895
• Feat:check embedding model api by @buua436 in #10854
• Feat: The query variables of the subsequent operators can reference the structured variables defined in the agent operator. #10866 by @cike8899 in #10902
• Fix several admin UI issues by @JimmyBenKlieve in #10869
• Fix(ci): Add error handling to Docker image removal in tests workflow by @asiroliu in #10904
• Feat: Modify the style of the query variable dropdown list. #10866 by @cike8899 in #10903
• Refactor(setting-model): Refactor the model management interface and optimize the component structure. #10703 by @dcc123456 in #10905
• Refactor:improve the logic for rerank models to cal the total token count by @Woody-Hu in #10882
• Fix:KeyError: 'table_body' of mineru parser by @Woody-Hu in #10773
• Feat: Rename the files in the jsonjoy-builder directory to lowercase. #10866 by @cike8899 in #10908
• Fix: Fixed the styling and logic issues on the model provider page #10703 by @dcc123456 in #10909
• Fix: The nodes on the canvas were not updated in time after the operator name was modified. #10866 by @cike8899 in #10911
• Remove 'get_lan_ip' and add common misc_utils.py by @JinHai-CN in https://github.com/...

v0.21.1

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 suffi...

v0.21.0

Released on October 15, 2025.

New features

• Orchestratable ingestion pipeline: Supports customized data ingestion and cleansing workflows, enabling users to flexibly design their data flows or directly apply the official data flow templates on the canvas.
• GraphRAG & RAPTOR write process optimized: Replaces the automatic incremental build process with manual batch building, significantly reducing construction overhead.
• Long-context RAG: Automatically generates document-level table of contents (TOC) structures to mitigate context loss caused by inaccurate or excessive chunking, substantially improving retrieval quality. This feature is now available via a TOC extraction template.
• Admin CLI: Introduces a new command-line tool for system administration, allowing users to manage and monitor RAGFlow's service status via command line.

Improvements

• Redesigns RAGFlow's Login and Registration pages.
• Upgrades RAGFlow's document engine Infinity to v0.6.0.

Added models

• Tongyi Qwen 3 series
• Claude Sonnet 4.5
• Meituan LongCat-Flash-Thinking

New agent templates

• Company Research Report Deep Dive Agent: Designed for financial institutions to help analysts quickly organize information, generate research reports, and make investment decisions.
• Orchestratable Ingestion Pipeline Template: Allows users to apply this template on the canvas to rapidly establish standardized data ingestion and cleansing processes.

What's Changed

• Feat: dataflow supports Spreadsheet and Word processor document by @yongtenglei in #9996
• Feat: dataflow supports markdown by @Lynn-Inf in #10003
• Refactor:Improve BytesIO usage for image2base64 by @Woody-Hu in #9997
• Fix: Fixed the issue where newly added tool operators would disappear after editing the form #10013 by @cike8899 in #10016
• Feat: Add type card to create agent dialog #9869 by @cike8899 in #10025
• Feat(config): Update service config template new defaults by @asiroliu in #10029
• Feat: Import dsl from agent list page #9869 by @cike8899 in #10033
• feat: Added UI functions related to data-flow knowledge base #3221 by @dcc123456 in #10038
• Refactor:Improve BytesIO usage for GeminiCV by @Woody-Hu in #10042
• Feat: Translate the parser operator #9869 by @cike8899 in #10037
• Fix: In ragflow/rag/app /naive.py, if there are multiple images in one line, the other images will be lost by @Woody-Hu in #9968
• Fix: token num exceed by @Lynn-Inf in #10046
• Fix: Hide dataflow related functions #9869 by @dcc123456 in #10045
• The chat dialog box cannot be fully displayed on a small screen #10034 by @cike8899 in #10049
• Feat: add TokenPony model provider by @zhileihuang in #9932
• Docs: How to connect to an MCP server as a client by @writinwaters in #10043
• Feat: Agent component support inserting variables(#10048) by @wilmerxu in #10055
• Feat: dataflow supports text by @Lynn-Inf in #10058
• Feat: Translate the fields of the embedded dialog box on the agent page #3221 by @cike8899 in #10072
• Fix: terminate onnx inference session manually by @Lynn-Inf in #10076
• feat: add multiple docker tags (latest, latest_full, latest_slim) to … by @adrianweidig in #10040
• Fix: The same model appears twice in the drop-down box. #10102 by @cike8899 in #10103
• Fix: judge not empty before delete by @Lynn-Inf in #10099
• Feat: add support for the Ascend layout recognizer by @yongtenglei in #10105
• Docs: Added an Execute SQL tool reference by @writinwaters in #10108
• Fix(agent template): wrap template variables in curly braces by @asiroliu in #10109
• Feat: add support for the Ascend table structure recognizer by @yongtenglei in #10110
• Feat/parse img by @Lynn-Inf in #10112
• Fix: set default chunk_token_num in html_parser by @buua436 in #10118
• Fix: usage of postgresql -> postgres for db_type by @cucusenok in #10120
• Docs: Removed /v1 from Ollama base URLs by @writinwaters in #10067
• Fixes session_id passing in agent_openai completion. by @bluthen in #10124
• Feat: parse audio by @Lynn-Inf in #10133
• Build(deps): Bump axios from 1.9.0 to 1.12.0 in /sandbox/sandbox_base_image/nodejs by @dependabot[bot] in #10091
• Support image recognition for url links in Markdown file, fix log error in code_exec by @Magicbook1108 in #10139
• Correct the text of vectorSimilarityWeight in zh.ts by @aopstudio in #10128
• Docs: Updated database types supported by the Execute SQL tool by @writinwaters in #10113
• Feat: add CometAPI to LLMFactory and update related mappings by @tensornull in #10119
• Feat: add support for KB document basic info by @yongtenglei in #10134
• Fix: embedding model failure in CometAPI by @buua436 in #10137
• Fix: handle zero by @Lynn-Inf in #10149
• Fix: Merge different types of models from the same manufacturer #10146 by @cike8899 in #10157
• Feat: migrate OpenAI-compatible chats to LiteLLM by @yongtenglei in #10148
• Fix: knowledge base's embedded model form layout and dependency imports in the main branch. #9869 by @dcc123456 in #10160
• Add Firecrawl integration for RAGFlow by @aybanda in #10152
• Feat: Add file convert to document API just like file2document_app.py by @huang-aoqin in #10158
• Support server health check by http://localhost:/v1/system/healthz by @Magicbook1108 in #10150
• Docs: Input and output variables defined in the Input and Output sections must also be implemented in your code. by @writinwaters in #10162
• fix: correct rerank_model condition logic by @buua436 in #10174
• Docs: How to accelerate question answering by @writinwaters in #10179
• Feat: add support for Anthropic third-party API by @buua436 in #10173
• perf: add get_all_kb_doc_count func to simplify kb.doc_num updating by @whhe in #10169
• Fix: skip tag query if tag kbs are invalid by @whhe in #10168
• Fix: enable scrolling at chat setting by @atsushi729 in #10184
• Feat: add admin CLI and admin service by @JinHai-CN in #10186
• Chat Widget by @melmathari in #10187
• Add tree_merge for law parsers, significantly outperforming hierarchical_merge by @Magicbook1108 in #10202
• Refactor: use the same implement for total token count from res by @Woody-Hu in #10197
• fix python_api example by @zhangwfjh in #10196
• The retrieval component needs to support returning JSON data(#10170) by @wilmerxu in #10171
• Fix: resolve hash collisions by switching to UUID &correct logic for always-true statements & Update GPT api integration & Support qianwen-deepresearch by @Magicbook1108 in #10208
• Fix: string merge bug about agent TextProcessing. (\m) by @zhimeng123 in #10211
• Fix bug: broken import from rag.prompts.prompts by @JinHai-CN in #10217
• Fix: azure OpenAI retry by @SgtMarmite in #10213
• revert gpt5 integration by @Magicbook1108 in #10228
• Flow text processing bug by @zhimeng123 in #10246
• fix: prevent list index out of range in chat streaming by @buua436 in #10238
• UI: Add Russian language by @rjohny55 in #10249
• Fix:max_tokens must be at least 1, got -950, BadRequestError by @Woody-Hu in #10252
• UI: Update Russian lang...

v0.20.5

Summary

Improvements

• Agent Performance Optimized: Improved planning and reflection speed for simple tasks; optimized concurrent tool calls for parallelizable scenarios, significantly reducing overall response time.
• Agent Prompt Framework exposed: Developers can now customize and override framework-level prompts in the system prompt section, enhancing flexibility and control.
• Execute SQL Component Enhanced: Replaced the original variable reference component with a text input field, allowing free-form SQL writing with variable support.
• Chat: Re-enabled Reasoning and Cross-language search.
• Retrieval API Enhanced: Added metadata filtering support to the Retrieve chunks method.

Added models

• Meituan LongCat
• Kimi: kimi-k2-turbo-preview and kimi-k2-0905-preview
• Qwen: qwen3-max-preview
• SiliconFlow: DeepSeek V3.1

Fixed issues

• Dataset: Deleted files remained searchable.
• Chat: Unable to chat with an Ollama model.
• Agent: Resolved issues including cite toggle failure, task mode requiring dialogue triggers, repeated answers in multi-turn dialogues, and duplicate summarization of parallel execution results.

What's Changed

• Fix typo by @JinHai-CN in #9766
• Feature/workflow en cn by @YyBoom233 in #9742
• Fix: second round value removal. by @KevinHuSh in #9756
• Refactor: Improve the try logic for upload_to_minio by @Woody-Hu in #9735
• add Russian in translation table index.tsx by @rjohny55 in #9773
• Clarify installation of pre-commit alongside uv in README by @aopstudio in #9749
• Feat: Add AvatarUpload component #3221 by @cike8899 in #9777
• Add Russian language Update app.tsx by @rjohny55 in #9772
• The agent directly outputs the results under the task model #9745 by @cike8899 in #9746
• Improve model tag rendering by splitting comma-separated string into styled components by @aopstudio in #9762
• Fix: agent template error. by @KevinHuSh in #9784
• Feat: Use AvatarUpload to replace the avatar settings on the dataset and search pages #3221 by @cike8899 in #9785
• Fix: Optimized variable node display and Agent template multi-language support #3221 by @dcc123456 in #9787
• Refa: unify reference format of agent completion and OpenAI-compatible completion API by @yongtenglei in #9792
• Fix: Fixed the issue where the thinking mode on the chat page could not be turned off #9789 by @cike8899 in #9794
• Feat: init dataflow. by @KevinHuSh in #9791
• Feat: Extract the save buttons for dataset and chat configurations to separate files to increase permission control #3221 by @cike8899 in #9803
• Fix: Optimized Input and MultiSelect component functionality and dataSet-chunk page styling #9779 by @dcc123456 in #9815
• Fix: Ollama chat cannot access remote deployment by @yongtenglei in #9816
• Fix: Fixed the issue that similarity threshold modification in chat and search configuration failed #3221 by @dcc123456 in #9821
• Feat: add SearXNG search tool to Agent (frontend + backend, i18n) by @RuyXu in #9699
• Fix: Optimized the style and functionality of multiple components #3221 #9817 by @dcc123456 in #9824
• Feat: Allow users to delete their profile pictures #3221 by @cike8899 in #9826
• Refa: revise the implementation of LightRAG and enable response caching by @yongtenglei in #9828
• Feat: Create a conversation before uploading files #3221 by @cike8899 in #9832
• UI updates by @writinwaters in #9836
• Fix: Optimize styling and add a search settings loading state #3221 by @dcc123456 in #9830
• Fix: Optimize page layout and style #3221 by @dcc123456 in #9852
• Feat: Move the dataset permission drop-down box to a separate file for better permission control #3221 by @cike8899 in #9850
• Docs: Refactored Retrieval component reference by @writinwaters in #9862
• Refactor: Improve the buffer close for vision_llm_chunk by @Woody-Hu in #9845
• Use 'float' explicitly for OpenAI's embedding "encoding_format" by @haiyuewa in #9838
• Fix: agent second round issue. by @KevinHuSh in #9863
• Fix: Fixed the issue where the agent and chat cards on the home page could not be deleted #3221 by @cike8899 in #9864
• Feat: By default, 50 records are displayed per page. #3221 by @cike8899 in #9867
• Feat: Initialize the data pipeline canvas. #9869 by @cike8899 in #9870
• Fix JSON serialization error for ModelMetaclass objects by @SaurabhLingam in #9812
• Fix: Optimize list display and rename functionality #3221 by @dcc123456 in #9875
• Add jemalloc install instruction for mac by @aopstudio in #9879
• Fix: The operator added by clicking the plus sign will overlap with the original operator. #9886 by @cike8899 in #9887
• Feat: add exponential back-off for Chat LiteLLM by @yongtenglei in #9880
• Docs: Updated the Code component reference by @writinwaters in #9884
• Feat: add canvas_category field for UserCanvas and CanvasTemplate by @yongtenglei in #9885
• Docs: Updated instructions on importing third-party packages to Sandbox by @writinwaters in #9890
• Update README by @yingfeng in #9904
• Feat: Allow users to enter SQL in the SQL operator #9897 by @cike8899 in #9898
• During the chat, the assistant's response cited documents outside current chat's kbs by @GrubbyLee in #9900
• Update API reference to use 'title' instead of 'name' for listing agents by @jayant-yadav in #9907
• Feat: Use storybook to display public components. #9914 by @cike8899 in #9915
• Fix: wrong chunk number while re-parsing document and keeping original chunks by @yongtenglei in #9912
• Feat: Display AvatarUpload and RAGFlowAvatar in Storybook #9914 by @cike8899 in #9920
• before docker-compose up, first down it,and cleans. by @zhanluxianshen in #9908
• Fix kb isolation infinity conn by @SyedShahmeerAli12 in #9913
• Feat: Added RenameDialog NumberInput and Spin storybook #9914 by @cike8899 in #9925
• fix: Optimize internationalization configuration #3221 by @dcc123456 in #9924
• Fix python_version in show_env.sh when its meets python3. by @zhanluxianshen in #9894
• fix xss in excel_parser by @zhanluxianshen in #9909
• Fix S3 client initialization with signature_version and addressing_style by @SyedShahmeerAli12 in #9911
• code cleans. by @zhanluxianshen in #9916
• Update .env by @kevinhonor in #9923
• Feat: Add metadata filtering function for /api/v1/retrieval by @huang-aoqin in #9877
• Refactor: Use re compile for weight method by @Woody-Hu in #9929
• Fix bugs for agent/tools. by @zhanluxianshen in #9930
• Feat: Allow users to select prompt word templates in agent operators. #9935 by @cike8899 in #9936
• Feat: Use sonner to replace the requested prompt message component #3221 by @cike8899 in #9951
• Feat: refine dataflow and initialize dataflow app by @yongtenglei in #9952
• Fix miscalculated token count by @biyuhao in #9776
• Refa: import issue. by @KevinHuSh in #9958
• add model: qwen3-max-preview by @TeslaZY in #9959
• Feat: Delete unused code in the data pipeline #9869 by @cike8899 in #9971
• Fix: The files in the knowledge base folder on the file management ...

v0.20.4

Summary

Improvements

• Agent component: Completes Chinese localization for the Agent component.
• Introduces the ENABLE_TIMEOUT_ASSERTION environment variable to enable or disable timeout assertions for file parsing tasks.
• Dataset:
  • Improves Markdown file parsing, with AST support to avoid unintended chunking.
  • Enhances HTML parsing, supporting bs4-based HTML tag traversal.

Added models

ZHIPU GLM-4.5

New Agent templates

Ecommerce Customer Service Workflow: A template designed to handle enquiries about product features and multi-product comparisons using the internal knowledge base, as well as to manage installation appointment bookings.

Fixed issues

• Dataset:
  • Unable to share resources with the team.
  • Inappropriate restrictions on the number and size of uploaded files.
• Chat:
  • Unable to preview referenced files in responses.
  • Unable to send out messages after file uploads.
• An OAuth2 authentication failure.
• A logical error in multi-conditioned metadata searches within a dataset.
• Citations infinitely increased in multi-turn conversations.

What's Changed

• Feat: Make the old page accessible via URL #3221 by @cike8899 in #9589
• Feat: reference should also be list after 0.20.x by @huang-aoqin in #9582
• Revert "Feat: reference should also be list after 0.20.x" by @KevinHuSh in #9592
• Fix (web): Update the style of segmented controls and add metallic texture gradients by @dcc123456 in #9591
• Fix:KeyError: 'globals' KeyError： 'globals' by @Woody-Hu in #9571
• fix:passing empty database array when updating assistant by @jiasu-hezhip in #9570
• Fix: Fixed the issue where the save button at the bottom of the chat page could not be displayed on small screens #3221 by @cike8899 in #9596
• Fix (web): Optimize text display effect #3221 by @dcc123456 in #9594
• Feat: Updated some colors according to the design draft #3221 by @cike8899 in #9599
• Fix: enlarge raptor timeout limits. by @KevinHuSh in #9600
• Feat: expand the capabilities of the MCP Server by @yongtenglei in #8707
• Feature (web): Optimize dataset pages and segmented components #3221 by @dcc123456 in #9605
• Feat: advanced markdown parsing by @yongtenglei in #9607
• Fix: Remove the file size and quantity restrictions of the upload control #9613 #9598 by @cike8899 in #9618
• Fix: duplicated role... by @KevinHuSh in #9622
• Fix (style): Optimized Datasets color scheme and layout #3221 by @dcc123456 in #9620
• Feat: Allow users to parse documents directly after uploading files #3221 by @cike8899 in #9633
• Chore: Update infinity-sdk from 0.6.0.dev4 to 0.6.0.dev5 by @asiroliu in #9628
• Fixes (web): Optimized search page style and functionality #3221 by @dcc123456 in #9627
• fix(dataset, next-chats): Fix data form data acquisition logic And Optimize the chat settings interface and add language selection by @muzilib in #9629
• Fix: The buttons at the bottom of the dataset settings page are not visible on small screens #9638 by @cike8899 in #9639
• Fix: Fixed an issue where knowledge base could not be shared #9634 by @cike8899 in #9642
• Update fr.ts - RAPTOR Issue prompt by @Konsilion in #9646
• fix(sdk): add default empty dict for metadata_condition by @likenamehaojie in #9640
• Refactor: based on async await to handle Redis when raptor by @Woody-Hu in #9576
• Fix: Document Previewer is not working #9606 by @cike8899 in #9656
• Refactoring: Agent completions API change response structure by @huang-aoqin in #9631
• Fix: embedded search AI summary by @yongtenglei in #9658
• Fix: Display the invited icon in the header #9634 by @cike8899 in #9659
• Fix: code executor timeout by @yongtenglei in #9671
• Fix: Search app AI summary ERROR And The tag set cannot be selected #9649 #9652 by @dcc123456 in #9664
• Fix: unexpected LLM parameters by @yongtenglei in #9661
• Fix: Place the invitation reminder icon in a separate file #9634 by @cike8899 in #9662
• Fix: meta data error. by @KevinHuSh in #9670
• Fix:[ERROR]'LLMBundle' object has no attribute 'language' by @Woody-Hu in #9682
• Fix: Wrap VersionDialog in DropdownProvider for proper context by @uciadonis in #9677
• Feat: Exclude operator_permission field from renaming chat fields #3221 by @cike8899 in #9692
• Fix: grow reference list by @huang-aoqin in #9674
• fix: Create conversation sessions will lost prologue by @huang-aoqin in #9666
• Refa: improve lightrag by @yongtenglei in #9690
• Fix: Optimize dataset page layout and internationalization and default values for multi selection #3221 by @dcc123456 in #9695
• Refa: replace Chat Ollama implementation with LiteLLM by @yongtenglei in #9693
• fix: validate chunk type before processing to prevent AttributeError by @Mckennasora in #9698
• Docs: update API endpoint paths by @asiroliu in #9683
• Fix: meta data filter with AND logic operations. by @KevinHuSh in #9687
• Fix: Delete the uploaded file in the chat input box, the corresponding file ID is not deleted #9701 by @cike8899 in #9702
• Fix: Optimize table style #3221 by @dcc123456 in #9703
• Refactor: for total_token_count method use if to check first. by @Woody-Hu in #9707
• Fix: Chunk error when re-parsing created file #9665 by @dcc123456 in #9711
• Update llm_factories.json by @ycz87 in #9714
• Feat: add Zhipu GLM-4.5 model series by @yongtenglei in #9715
• Fix: Try to fix the issue of not being able to log in through Oauth2 #9601 by @cike8899 in #9717
• Fix: After deleting the knowledge graph, jump to the dataset page #9722 by @cike8899 in #9723
• Fix(i18n): Added new translations #3221 by @dcc123456 in #9727
• Docs: Miscellaneous updates by @writinwaters in #9729
• Fix: add mode for embeded agent. by @KevinHuSh in #9741
• Fix: Optimize tooltips and I118n #3221 by @dcc123456 in #9744
• Feat: Upgrade html parser by @pingguoCooler in #9675
• Fix: Fixed the issue that the agent embedded page needs to be logged in #9750 by @cike8899 in #9751
• Fix: Optimize the MultiSelect component and system prompt templates #3221 by @dcc123456 in #9752
• Create ecommerce_customer_service_workflow.json by @YyBoom233 in #9755
• Added v0.20.4 release notes by @writinwaters in #9757
• Docs: Update version references to v0.20.4 in READMEs and docs by @asiroliu in #9758
• Revert: broken agent completion by #9631 by @yongtenglei in #9760
• Fix: search list permission by @yongtenglei in #9767

New Contributors

• @Konsilion made their first contribution in #9646
• @likenamehaojie made their first contribution in #9640
• @uciadonis made their first contribution in #9677
• @ycz87 made their first contribution in #9714
• @pingguoCooler made their first contribution in #9675

Full Changelog: v0.20.3...v0.20.4

v0.20.3

Summary

Improvements

• Revamps the user interface for the Datasets, Chat, and Search pages.
• Search and Chat: Introduces document-level metadata filtering, allowing automatic or manual filtering during chats or searches.
• Search: Supports creating search apps tailored to various business scenarios
• Chat: Supports comparing answer performance of up to three chat model settings on a single Chat page.
• Agent:
  • Implements a toggle in the Agent component to enable or disable citation.
  • Introduces a drag-and-drop method for creating components.
• Documentation: Corrects inaccuracies in the API reference.

New Agent templates

• Report Agent: A template for generating summary reports in internal question-answering scenarios, supporting the display of tables and formulae. #9427 (The template is now in active use at a research institution.)

Fixed issues

• The timeout mechanism introduced in v0.20.0 caused tasks like GraphRAG to halt.
• Predefined opening greeting in the Agent component was missing during conversations.
• An automatic line break issue in the prompt editor.
• A memory leak issue caused by PyPDF. #9469

What's Changed

• Doc: updated supported model name by @writinwaters in #9343
• Feat: New search page components and features by @dcc123456 in #9344
• Feat: Modify the agent list return field name #3221 by @cike8899 in #9373
• Support Russian in UI by @rjohny55 in #9362
• Support Russian in UI Update config.ts by @rjohny55 in #9361
• Feat: Run eslint when the project is running to standardize everyone's code #9377 by @cike8899 in #9379
• Fix: Replace StrEnum with strenum in code_exec.py by @asiroliu in #9376
• Agent plans tasks by referring to its own prompt. by @TeslaZY in #9315
• Fix broken data stream when writing image file by @mustangxu in #9354
• Fix "no tc element at grid_offset" by @mustangxu in #9375
• Feat: add full list of supported AWS Bedrock regions by @yongtenglei in #9378
• Fix: Remove default dataset_ids from Chat class initialization by @asiroliu in #9381
• Fix: Update test assertions and add GraphRAG config in dataset tests by @asiroliu in #9386
• Fix: handle missing dataset_ids when creating chat assistant by @jiasu-hezhip in #9324
• Support the case of one cell split by multiple columns. by @HaiyangPeng in #9225
• docs(sandbox): update /etc/hosts entry to include required services by @BDanial in #9144
• Feat: added functionality to choose all datasets if no id is provided by @Drasek in #9184
• Feat: Allow chat to use meta data #3221 by @cike8899 in #9393
• Python SDK: add meta_fields to Document class by @shasha79 in #9387
• Fix: Update test assertions and simplify test cases by @asiroliu in #9400
• Refa: list canvas by @yongtenglei in #9341
• Refa: migrate chat models to LiteLLM by @yongtenglei in #9394
• Feat: add full list of supported AWS Bedrock regions by @rjohny55 in #9395
• feat(next-search): Added AI summary functionality #3221 by @dcc123456 in #9402
• Fix:HTTP request component failed to retrieve the corresponding value by @Woody-Hu in #9399
• Add fallback to use 'calamine' parse engine in excel_parser.py by @mustangxu in #9374
• Fix: Before executing the SQL, remove tags in the format [ID: number] to avoid execution errors. by @goodboyasia in #9326
• Feat: add meta data filter. by @KevinHuSh in #9405
• Fix:TypeError: OllamaCV.chat() got an unexpected keyword argument 'stop' by @Woody-Hu in #9363
• Fix "File contains no valid workbook part" by @mustangxu in #9360
• Fix: Patch LiteLLM by @yongtenglei in #9416
• Fix: remove doc error. by @KevinHuSh in #9413
• Feat: Added meta data to the chat configuration page #8531 by @cike8899 in #9417
• Fix:valueERROR when file is optional but not exist value by @Popmio in #9414
• Refa: Update LLM stream response type to Generator by @asiroliu in #9420
• Fix: citation issue. by @KevinHuSh in #9424
• Fix KeyError in session listing endpoint when accessing conversation reference by @Mckennasora in #9419
• Feat: allows setting multiple types of default models in service config by @yongtenglei in #9404
• Feat: Fixed the issue where some fields in the chat configuration could not be displayed #3221 by @cike8899 in #9430
• Refactor:Improve the float compare for LocalAIRerank by @Woody-Hu in #9428
• Docs: Update HTTP API reference with new response fields by @asiroliu in #9434
• Fix: no doc hits after meta data filter. by @KevinHuSh in #9435
• Add issue template for agent scenario feature request by @yingfeng in #9437
• Fix typo in issue template by @yingfeng in #9444
• Feat: Show multiple chat boxes #3221 by @cike8899 in #9443
• Fix: update broken create agent session due to v0.20.0 changes by @yongtenglei in #9445
• Refa: split services about llm. by @KevinHuSh in #9450
• Docs: Update HTTP API reference with simplified response format and parameters by @asiroliu in #9454
• Trival. by @KevinHuSh in #9460
• Feat: Display a separate chat multi-model comparison page #3221 by @cike8899 in #9461
• Fix: KB folder may not there while creating virtual file by @yongtenglei in #9431
• Test: Update error message assertions for chunk update tests by @asiroliu in #9468
• feat(next-search): Implements document preview functionality #3221 by @dcc123456 in #9465
• Docs: Deprecated 'Create session with agent' by @writinwaters in #9464
• fix 'KeyError: "There is no item named 'word/NULL' in the archive"' by @mustangxu in #9455
• Agent template: report agent using knowledge base by @TeslaZY in #9427
• Fix: PyPDF's Manipulated FlateDecode streams can exhaust RAM by @KevinHuSh in #9469
• Update cv_model.py by @Woody-Hu in #9472
• Feat: Send data to compare the performance of different models' answers #3221 by @cike8899 in #9477
• fix: preserve correct MIME & unify data URL handling for vision inputs (relates #9248) by @RuyXu in #9474
• Feat:Can directly generate an agent node by dragging and dropping the connecting line (#9226) by @FatMii in #9357
• Feat: Upload files in the chat box #3221 by @cike8899 in #9483
• Feat: add citation option to agent and enlarge the timeouts. by @KevinHuSh in #9484
• Feat: Delete or filter conversations #3221 by @cike8899 in #9491
• Fix:HTTPs component re.error: bad escape \u by @xiaoyu0701 in #9480
• Refactor:Standardize image conf and add private registry support by @tcodehuber in #9496
• Fix: unexpected truncated Excel files by @yongtenglei in #9500
• Feat: Add metadata configuration for new chats #3221 by @cike8899 in #9502
• Feat: conversation completion can specify different model by @yongtenglei in #9485
• Docs: Miscellaneous updates. by @writinwaters in #9506
• Feat: add SMTP support for user invitation emails by @yongtenglei in #9479
• feat(search): Added app embedding functionality and optimized search page #3221 by @dcc123456 in #949...

v0.20.2

Fix (next search): Optimize the search problem interface and related …

v0.20.1

Release v0.20.1 created from 9b026fc at 2025-08-08 18:51:10+08:00

Summary

New Features

• The Retrieval components now support the dynamic specification of knowledge base names using variables.
• The user interface now includes a French language option.

Added Models

• GPT 5
• Claude 4.1

New agent Templates (both workflow and agentic)

• SQL Assistant Workflow: Empowers non-technical teams (e.g., operations, product) to independently query business data.
• Choose Your Knowledge Base Workflow: Lets users select a knowledge base to query during conversations. #9325
• Choose Your Knowledge Base Agent: Delivers higher-quality responses with extended reasoning time, suited for complex queries. #9325

Fixed Issues

• The Agent component was unable to invoke models installed via vLLM.
• Agents could not be shared with the team.
• Embedding an Agent into a webpage was not functioning properly.

What's Changed

• Feat: Add the migration script and its doc, added backup as default… by @Treedy2020 in #8245
• Fix: list tags api by using tenant id instead of user id by @whhe in #9103
• Fix:Error when parsing files using Gemini: ERROR: GENERIC_ERROR - Unknown field for GenerationConfig: max_tokens by @Woody-Hu in #9195
• Fix: enlarge the timeout limits. by @KevinHuSh in #9201
• Fix:Repeated images when parsing markdown files with images by @Woody-Hu in #9196
• Refactor: support config strong test by @Woody-Hu in #9198
• Fix: migrate deprecated Langfuse API from v2 to v3 by @yongtenglei in #9204
• docs(agent): Correct several spelling errors, such as: Ouline -> Outline by @Kennytian in #9188
• fix #8424 NPE in dify_retrieval.py, add log exception by @mustangxu in #9212
• fix "TypeError: '<' not supported between instances of 'Emu' and 'Non… by @mustangxu in #9209
• fix "out of memory" if slide.get_thumbnail() to a huge image by @mustangxu in #9211
• Feat: New Agent startup parameters add knowledge base parameter #9194 by @cike8899 in #9210
• Fix: Web Server Accepts Invalid Data That Could Cause Problems in uv.lock by @kira-offgrid in #8966
• Feat: list documents supports range filtering by @yongtenglei in #9214
• Fix: Fixed the issue where the prompt word edit box had no scroll bar #3221 by @cike8899 in #9215
• Fix: Fixed the loss of Await Response function on the share page and other style issues #3221 by @dcc123456 in #9216
• v0.20.0 release notes by @writinwaters in #9218
• Fix: Fixed the issue where the agent's chat box could not automatically scroll to the bottom #3221 by @cike8899 in #9219
• Fix: correct single base64 image handling in image prompt by @yongtenglei in #9220
• Fix: Add prompt text to the form in the MCP module by @dcc123456 in #9222
• Perf Impr: Decouple reasoning and extraction for faster, more precise logic by @es-zx in #9191
• Fix: self-deployed LLM error, by @KevinHuSh in #9217
• Refa: ensure Redis stream queue could be created properly by @yongtenglei in #9223
• Docs: Updated tips for max rounds by @writinwaters in #9235
• Fix:local variable 'response' referenced before assignment by @Woody-Hu in #9230
• Fix: Set the maximum number of rounds for the agent to 1 #3221 by @cike8899 in #9238
• Fix: fix mismatch of assitant message and its reference by @sinopec in #9233
• Refactor:Improve the chat stream logic for NvidiaCV by @Woody-Hu in #9242
• Fix: update broken agent OpenAI-Compatible completion due to v0.20.0 changes by @yongtenglei in #9241
• Feat: Render dialog list #3221 by @cike8899 in #9249
• Fix: PlainParser using fix in presentation by @yzztin in #9239
• Fix: resolve the prompt problem of Customer Support Workflow by @YyBoom233 in #9251
• Feat: Limit the appearance of loops in operators in the agent canvas #3221 by @cike8899 in #9253
• Fix: local variable issue. by @KevinHuSh in #9255
• Fix: template error. by @KevinHuSh in #9258
• Update readme by @JinHai-CN in #9260
• Docs: fixed errors by @writinwaters in #9259
• Added French language support by @ramincedric in #9173
• Feat: Added history management and paste handling features #3221 by @dcc123456 in #9266
• Feat: advanced list dialogs by @yongtenglei in #9256
• FIX: If chunk["content_with_weight"] contains one or more unpaired surrogate characters (such as incomplete emoji or other special characters), then calling .encode("utf-8") directly will raise a UnicodeEncodeError. by @gooodboyAo in #9246
• Feat: add Claude Opus 4.1 by @yongtenglei in #9268
• Fix:remove a img close which can not operate by @Woody-Hu in #9267
• Refactor:Improve the logic so that it does not decode base 64 for the test image each time by @Woody-Hu in #9264
• Feat: Create a conversation #3221 by @cike8899 in #9269
• Refa: add provider info while adding model. by @KevinHuSh in #9273
• Feat: Search conversation by name #3221 by @cike8899 in #9283
• Add **kwargs to model base class constructors by @isthaison in #9252
• fix: add missing env vars and default values of service_conf.yaml by @whhe in #9289
• fix: Optimized popups and the search page by @dcc123456 in #9297
• Feat: Render chat page #3221 by @cike8899 in #9298
• Refactor:naive_merge_with_images close useless images by @Woody-Hu in #9296
• Fix: virtual file cannot be displayed in KB by @yongtenglei in #9282
• Feat: Configure colors according to the design draft#3221 by @cike8899 in #9301
• Feat: Replace color variables according to design draft #3221 by @cike8899 in #9305
• Fix: bytes style image issue and pressure test. by @KevinHuSh in #9304
• Fix: model type error. by @KevinHuSh in #9308
• Feat: Restore the button's background color #3221 by @cike8899 in #9307
• Add files viaContribute a new workflow template: SQL Assistant upload by @YyBoom233 in #9311
• Fix: update broken agent completion due to v0.20.0 changes by @yongtenglei in #9309
• Feat: Render agent setting dialog #3221 by @cike8899 in #9312
• Feat: supports GPT-5 by @yongtenglei in #9320
• fix model type by @isthaison in #9250
• Update chat_model.py by @Woody-Hu in #9318
• Feat: Add xai logo #1853 by @cike8899 in #9321
• Feat: Set the description of the agent, which can be null #3221 by @cike8899 in #9327
• Fix: add prologue to api. by @KevinHuSh in #9322
• New workflow templates: choose your knowledge base by @satoruhanayo in #9325
• Update the sql assistant workflow by @YyBoom233 in #9329
• Docs: v0.20.1 release notes by @writinwaters in #9331
• feat(agent): Adds prologue functionality by @dcc123456 in #9336
• Revert: revert token_required decorator of agent_bot completions and inputs by @yongtenglei in #9332
• Docs: Update version references to v0.20.1 in READMEs and docs by @asiroliu in #9335
• Fix: canvas sharing bug. by @KevinHuSh in #9339
• Refa: c...