RAGFlow Files

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.
• Video file parsing: Expands the system's multimodal data processing capabilities by supporting video file parsing.
• 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 https://github.com/infiniflow/ragflow/pull/9996
• Feat: dataflow supports markdown by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10003
• Refactor:Improve BytesIO usage for image2base64 by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9997
• Fix: Fixed the issue where newly added tool operators would disappear after editing the form [#10013] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10016
• Feat: Add type card to create agent dialog [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10025
• Feat(config): Update service config template new defaults by @asiroliu in https://github.com/infiniflow/ragflow/pull/10029
• Feat: Import dsl from agent list page [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10033
• feat: Added UI functions related to data-flow knowledge base [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10038
• Refactor:Improve BytesIO usage for GeminiCV by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10042
• Feat: Translate the parser operator [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/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 https://github.com/infiniflow/ragflow/pull/9968
• Fix: token num exceed by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10046
• Fix: Hide dataflow related functions [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10045
• The chat dialog box cannot be fully displayed on a small screen [#10034] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10049
• Feat: add TokenPony model provider by @zhileihuang in https://github.com/infiniflow/ragflow/pull/9932
• Docs: How to connect to an MCP server as a client by @writinwaters in https://github.com/infiniflow/ragflow/pull/10043
• Feat: Agent component support inserting variables(#10048) by @wilmerxu in https://github.com/infiniflow/ragflow/pull/10055
• Feat: dataflow supports text by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10058
• Feat: Translate the fields of the embedded dialog box on the agent page [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10072
• Fix: terminate onnx inference session manually by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10076
• feat: add multiple docker tags (latest, latest_full, latest_slim) to … by @adrianweidig in https://github.com/infiniflow/ragflow/pull/10040
• Fix: The same model appears twice in the drop-down box. [#10102] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10103
• Fix: judge not empty before delete by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10099
• Feat: add support for the Ascend layout recognizer by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10105
• Docs: Added an Execute SQL tool reference by @writinwaters in https://github.com/infiniflow/ragflow/pull/10108
• Fix(agent template): wrap template variables in curly braces by @asiroliu in https://github.com/infiniflow/ragflow/pull/10109
• Feat: add support for the Ascend table structure recognizer by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10110
• Feat/parse img by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10112
• Fix: set default chunk_token_num in html_parser by @buua436 in https://github.com/infiniflow/ragflow/pull/10118
• Fix: usage of postgresql -> postgres for db_type by @cucusenok in https://github.com/infiniflow/ragflow/pull/10120
• Docs: Removed /v1 from Ollama base URLs by @writinwaters in https://github.com/infiniflow/ragflow/pull/10067
• Fixes session_id passing in agent_openai completion. by @bluthen in https://github.com/infiniflow/ragflow/pull/10124
• Feat: parse audio by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10133
• Build(deps): Bump axios from 1.9.0 to 1.12.0 in /sandbox/sandbox_base_image/nodejs by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/10091
• Support image recognition for url links in Markdown file, fix log error in code_exec by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10139
• Correct the text of vectorSimilarityWeight in zh.ts by @aopstudio in https://github.com/infiniflow/ragflow/pull/10128
• Docs: Updated database types supported by the Execute SQL tool by @writinwaters in https://github.com/infiniflow/ragflow/pull/10113
• Feat: add CometAPI to LLMFactory and update related mappings by @TensorNull in https://github.com/infiniflow/ragflow/pull/10119
• Feat: add support for KB document basic info by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10134
• Fix: embedding model failure in CometAPI by @buua436 in https://github.com/infiniflow/ragflow/pull/10137
• Fix: handle zero by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10149
• Fix: Merge different types of models from the same manufacturer [#10146] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10157
• Feat: migrate OpenAI-compatible chats to LiteLLM by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10148
• Fix: knowledge base's embedded model form layout and dependency imports in the main branch. [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10160
• Add Firecrawl integration for RAGFlow by @aybanda in https://github.com/infiniflow/ragflow/pull/10152
• Feat: Add file convert to document API just like file2document_app.py by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/10158
• Support server health check by http://localhost:<port>/v1/system/healthz by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10150
• Docs: Input and output variables defined in the Input and Output sections must also be implemented in your code. by @writinwaters in https://github.com/infiniflow/ragflow/pull/10162
• fix: correct rerank_model condition logic by @buua436 in https://github.com/infiniflow/ragflow/pull/10174
• Docs: How to accelerate question answering by @writinwaters in https://github.com/infiniflow/ragflow/pull/10179
• Feat: add support for Anthropic third-party API by @buua436 in https://github.com/infiniflow/ragflow/pull/10173
• perf: add get_all_kb_doc_count func to simplify kb.doc_num updating by @whhe in https://github.com/infiniflow/ragflow/pull/10169
• Fix: skip tag query if tag kbs are invalid by @whhe in https://github.com/infiniflow/ragflow/pull/10168
• Fix: enable scrolling at chat setting by @atsushi729 in https://github.com/infiniflow/ragflow/pull/10184
• Feat: add admin CLI and admin service by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10186
• Chat Widget by @melmathari in https://github.com/infiniflow/ragflow/pull/10187
• Add tree_merge for law parsers, significantly outperforming hierarchical_merge by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10202
• Refactor: use the same implement for total token count from res by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10197
• fix python_api example by @zhangwfjh in https://github.com/infiniflow/ragflow/pull/10196
• The retrieval component needs to support returning JSON data(#10170) by @wilmerxu in https://github.com/infiniflow/ragflow/pull/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 https://github.com/infiniflow/ragflow/pull/10208
• Fix: string merge bug about agent TextProcessing. (\m) by @zhimeng123 in https://github.com/infiniflow/ragflow/pull/10211
• Fix bug: broken import from rag.prompts.prompts by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10217
• Fix: azure OpenAI retry by @SgtMarmite in https://github.com/infiniflow/ragflow/pull/10213
• revert gpt5 integration by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10228
• Flow text processing bug by @zhimeng123 in https://github.com/infiniflow/ragflow/pull/10246
• fix: prevent list index out of range in chat streaming by @buua436 in https://github.com/infiniflow/ragflow/pull/10238
• UI: Add Russian language by @rjohny55 in https://github.com/infiniflow/ragflow/pull/10249
• Fix:max_tokens must be at least 1, got -950, BadRequestError by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10252
• UI: Update Russian language ru.ts by @mcoder6425 in https://github.com/infiniflow/ragflow/pull/10251
• Fix: Russian language config.ts by @rjohny55 in https://github.com/infiniflow/ragflow/pull/10250
• add Qwen models by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10263
• add model: qwen3-max and qewn3-vl series by @TeslaZY in https://github.com/infiniflow/ragflow/pull/10256
• fix: Wrong Qwen models's ID by @TeslaZY in https://github.com/infiniflow/ragflow/pull/10272
• Docs: Knowledge base renamed to dataset. by @writinwaters in https://github.com/infiniflow/ragflow/pull/10269
• Refactor: Improve the logic clean conf for ZhipuChat by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10274
• fix: replace traceback.print_exc() with logging.exception(e) in conve… by @buua436 in https://github.com/infiniflow/ragflow/pull/10275
• Refactor: fix typos by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10200
• Refactor: move encrypt/decrypt to one file by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10203
• Fix: invalid COMPONENT_EXEC_TIMEOUT by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10278
• Feat/admin service by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10233
• Feat(nlp): add "怎么办" pattern to question word removal by @asiroliu in https://github.com/infiniflow/ragflow/pull/10284
• Fixed the issue where database connections were interrupted under high concurrency by @lemsn in https://github.com/infiniflow/ragflow/pull/10126
• Refactor: move some functions out of api/utils/init.py by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10216
• Refactor: migrate the function to specific file by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10201
• FIX: Rename the CometEmbed and CometSeq2txt classes to CometAPIEmbed and CometAPISeq2txt, and correct supported_models.mdx. by @TensorNull in https://github.com/infiniflow/ragflow/pull/10298
• feat: add IBM DB2 support by @buua436 in https://github.com/infiniflow/ragflow/pull/10306
• Fix:After setting user's is_active to 0, the user can still log in to RAGFlow. by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10325
• Fix: The enterprise version of the knowledge graph cannot be displayed. [#10333] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10334
• fix: remove ibm-db dependency and refactor import order by @buua436 in https://github.com/infiniflow/ragflow/pull/10330
• Fix: floating widget match style with original one by @adagora in https://github.com/infiniflow/ragflow/pull/10317
• Fix: update Japanese translations in ja.ts by @atsushi729 in https://github.com/infiniflow/ragflow/pull/10338
• Fix: The dataset uses the new id to obtain the knowledge graph [#10333] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10339
• fix: Handling Null Values in SQL Execution Results by @Womsxd in https://github.com/infiniflow/ragflow/pull/10332
• Fix: unexpected operation of file management by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10343
• Feat/admin drop user by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10342
• Fix: invalid user can login from OSS by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10348
• Feat: Keep connection status during generating agent by drag and drop … by @FatMii in https://github.com/infiniflow/ragflow/pull/10141
• Feat: Add baseUrl to the Tongyi Qianwen model configuration modal [#10340] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10357
• Feat: add support for international Dashscope service by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10356
• Feat: add support for LongCat-Flash-Thinking and Claude Sonnet 4.5 by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10374
• Refactor: move exceptions to common folder by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10383
• Fix: reset tools in/out-put. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10378
• Fix: unexpected operation of document management by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10366
• fix: reset chat state when creating new dialog by @buua436 in https://github.com/infiniflow/ragflow/pull/10380
• Feat/service manage by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10381
• Doc: Fixed a typo by @writinwaters in https://github.com/infiniflow/ragflow/pull/10391
• Fix highlight with infinity by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10345
• Check workflow duplication by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10399
• Fix MY_GITHUB_TOKEN by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10404
• Refactor: improve cv model logics by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10414
• Feature/agent UI style optimization by @FatMii in https://github.com/infiniflow/ragflow/pull/10385
• Feat: add DeerAPI support by @DeerAPI-dev in https://github.com/infiniflow/ragflow/pull/10303
• Refactor: fix admin exception by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10400
• Feat: Use data pipeline to visualize the parsing configuration of the knowledge base by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10423
• Feat: Adds a new feature that enables the LLM to extract a structured table of contents (TOC) directly from plain text. by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10428
• Doc: guide for admin service by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10431
• Feat: Modify the translation file of the workflow [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10430
• Feat: HTTP componant supports variables by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10432
• Fix: Bug fixes and removed previous settings page code [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10435
• fix:update searxng_url logic by @buua436 in https://github.com/infiniflow/ragflow/pull/10440
• Feat: Replace the collapse icon [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10442
• Fix: correctly update parser method & correct vllm pdf parser by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10441
• Feat: Importing data flow files from the list page [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10446
• Fix typos: retrievaler -> retriever by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10372
• Feat: Pipeline Docx file supports Markdown output by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10439
• Fix OCR GPU provider mem limit handling by @loks666 in https://github.com/infiniflow/ragflow/pull/10407
• Refactor: improve how NvidiaCV calculate res total token counts by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/10455
• Feat: add total in List dataset API by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10448
• Feat: Add prompts for toc relevance check according to [#10436] by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10457
• bump infinity by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10422
• Fix: Fixed the issue where the operator added by clicking the plus sign in the data flow would overlap with the original section [#9886] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10458
• Fix: Fixed an issue where parser configurations could be added infinitely [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10464
• feat: support qwq reasoning models with non-stream output by @buua436 in https://github.com/infiniflow/ragflow/pull/10468
• Feat: TOC retrieval by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10456
• Fix: typo by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10469
• Fix: Fixed some discovered bugs [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10466
• Feat: Added toc enhance field to chat and retrieval operator configuration [#10436] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10470
• typo: fix _entity_index_dilimiter_key to entity_index_delimiter_key by @ffffffff0 in https://github.com/infiniflow/ragflow/pull/10465
• Fix: Fixed the issue where swagger apidocs could not be opened properly(#9522) by @yngvarhuang in https://github.com/infiniflow/ragflow/pull/10461
• Fix [#10408] by @glu000 in https://github.com/infiniflow/ragflow/pull/10471
• Feat: Adjust the style of the delete button on the agent side [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10473
• Fix: Agent.reset() argument wrong [#10463] & Unable to converse with agent through Python API. [#10415] by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10472
• fix: return type annotation for get_urls() in download_deps by @gnowland in https://github.com/infiniflow/ragflow/pull/10478
• Fix: Disable reasoning on Gemini 2.5 Flash by default by @glu000 in https://github.com/infiniflow/ragflow/pull/10477
• Fix: Fixed the issue where the connection lines of placeholder nodes in the agent canvas could not be displayed [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10485
• feat(login): Refactor the login page and add dynamic background and highlight effects [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10482
• Feat: include author, journal name, volume, issue, page, and DOI in PubMed search results by @buua436 in https://github.com/infiniflow/ragflow/pull/10481
• Feat: debugging toc part. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10486
• Feat: Modify the default style of the agent node anchor [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10489
• Fix: Added table of contents extraction functionality and optimized form item layout [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10492
• Feat: add support for multi-column PDF parsing by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10475
• Fix: incorrect agent template [#10393] by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10491
• Fix: remove lang for autio. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10496
• Feat: ​​OpenSearch's support for newly embedding models​​ by @pyyuhao in https://github.com/infiniflow/ragflow/pull/10494
• Fix: Mcp reset error, [#10497] by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10498
• Feat: Modify the background color of the canvas [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10507
• fix: decode before format to json by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10506
• Fix: maintain backward compatibility for KB tasks by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10508
• Feat: add trino support by @buua436 in https://github.com/infiniflow/ragflow/pull/10512
• Fix: Update lm studio models support, refer to [#8116] by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10509
• Fix: The Context Generator(Transformer) node can only be followed by a Tokenizer(Indexer) and a Context Generator(Transformer). [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10515
• Fix: Optimized the login page and fixed some known issues. [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10514
• Feat: Merge title splitter and token splitter into chunker category [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10517
• Docs: Updated descriptions on metadata filtering by @writinwaters in https://github.com/infiniflow/ragflow/pull/10518
• Fix: XSS vulnerability in Ragflow's chat view by @cike8899 in https://github.com/infiniflow/ragflow/pull/10519
• Feat: add admin server to docker by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10522
• Fix: wrong Knowledgebase tasks_finish_at by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10521
• Feat: Add parse_document with feed back by @Magicbook1108 in https://github.com/infiniflow/ragflow/pull/10523
• Fix: empty references in agent conversation by @buua436 in https://github.com/infiniflow/ragflow/pull/10528
• Feat: add Zhipu GLM-ASR model by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10529
• Add kibana tool in the docker compose file(#10525) by @yngvarhuang in https://github.com/infiniflow/ragflow/pull/10526
• Feat: Display the configuration of data flow operators on the node [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10533
• Fix: Update the parsing editor to support dynamic field names and optimize UI styles [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10535
• Add 'status' field when list services by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10538
• Docs: Updated parse_documents by @writinwaters in https://github.com/infiniflow/ragflow/pull/10536
• Fix: unexpected Auth return code by @yongtenglei in https://github.com/infiniflow/ragflow/pull/10539
• Docs: The full edition has only two built-in embedding models by @writinwaters in https://github.com/infiniflow/ragflow/pull/10540
• Feat: let toc run asynchronizly... by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10513
• The 'cmd' module is introduced to make the CLI easy to use. by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10542
• Feat: Merge splitter and hierarchicalMerger into one node [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10543
• Fix: update parser id for change_parser. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10545
• Feat: build ragflow-cli by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10544
• Feat: Adjust the style of note nodes [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10547
• Fix: Switch the default theme from light mode to dark mode and improve some styles [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10552
• Fix: When I click to interrupt the chat, the page reports an error [#10553] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10554
• Fix: canvas list with team. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10549
• bump infinity to v0.6.0 by @yuzhichang in https://github.com/infiniflow/ragflow/pull/10558
• Feat: auto release by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/10557
• Fix: Adding Ingestion Pipeline Classification to Agents Template [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10556
• Feat: Contribute ingestion pipeline templates by @ZhenhangTung in https://github.com/infiniflow/ragflow/pull/10551
• Feat: Create Stock_research_report.json by @Llala0928 in https://github.com/infiniflow/ragflow/pull/10555
• Doc: Added v0.21.0 release notes by @writinwaters in https://github.com/infiniflow/ragflow/pull/10559
• Fix release notes by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10560
• Update README by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10563
• Fix: agent templates... by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10564
• Fix: Click the reset button on the agent page shared externally, and the greeting in conversation mode should not be deleted. [#10567] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10571
• Docs: Update version references to v0.21.0 in READMEs and docs by @asiroliu in https://github.com/infiniflow/ragflow/pull/10565
• Feat: Creating a data flow from a template page [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10573
• Fix: Optimize metadata filters, add Ingestion pipeline options to agent templates page [#9869] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10572
• Fix admin: can't read config and empty line error by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/10574

New Contributors

• @zhileihuang made their first contribution in https://github.com/infiniflow/ragflow/pull/9932
• @wilmerxu made their first contribution in https://github.com/infiniflow/ragflow/pull/10055
• @adrianweidig made their first contribution in https://github.com/infiniflow/ragflow/pull/10040
• @buua436 made their first contribution in https://github.com/infiniflow/ragflow/pull/10118
• @cucusenok made their first contribution in https://github.com/infiniflow/ragflow/pull/10120
• @bluthen made their first contribution in https://github.com/infiniflow/ragflow/pull/10124
• @Magicbook1108 made their first contribution in https://github.com/infiniflow/ragflow/pull/10139
• @TensorNull made their first contribution in https://github.com/infiniflow/ragflow/pull/10119
• @aybanda made their first contribution in https://github.com/infiniflow/ragflow/pull/10152
• @atsushi729 made their first contribution in https://github.com/infiniflow/ragflow/pull/10184
• @melmathari made their first contribution in https://github.com/infiniflow/ragflow/pull/10187
• @zhangwfjh made their first contribution in https://github.com/infiniflow/ragflow/pull/10196
• @zhimeng123 made their first contribution in https://github.com/infiniflow/ragflow/pull/10211
• @SgtMarmite made their first contribution in https://github.com/infiniflow/ragflow/pull/10213
• @mcoder6425 made their first contribution in https://github.com/infiniflow/ragflow/pull/10251
• @lemsn made their first contribution in https://github.com/infiniflow/ragflow/pull/10126
• @adagora made their first contribution in https://github.com/infiniflow/ragflow/pull/10317
• @DeerAPI-dev made their first contribution in https://github.com/infiniflow/ragflow/pull/10303
• @loks666 made their first contribution in https://github.com/infiniflow/ragflow/pull/10407
• @ffffffff0 made their first contribution in https://github.com/infiniflow/ragflow/pull/10465
• @yngvarhuang made their first contribution in https://github.com/infiniflow/ragflow/pull/10461
• @glu000 made their first contribution in https://github.com/infiniflow/ragflow/pull/10471
• @ZhenhangTung made their first contribution in https://github.com/infiniflow/ragflow/pull/10551
• @Llala0928 made their first contribution in https://github.com/infiniflow/ragflow/pull/10555

Full Changelog: https://github.com/infiniflow/ragflow/compare/v0.20.5...v0.21.0