v0.21.0

infiniflow/ragflowv0.21.0Oct 15, 2025by github-actions[bot]

AI Summary

Introduces orchestratable ingestion pipelines, long-context RAG with automatic Table of Contents (TOC) extraction, Admin CLI tool, and upgrades Infinity to v0.6.0.

Key Highlights

  • Orchestratable ingestion pipeline with templates
  • Long-context RAG with Automatic Table of Contents (TOC) extraction
  • Admin CLI tool for system management
  • GraphRAG & RAPTOR write process optimized

New Features

  • Orchestratable ingestion pipeline
  • Long-context RAG (TOC extraction)
  • Admin CLI
  • Infinity engine upgrade to v0.6.0

Full Release Notes

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 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