4 Releases published by 1 person

• nightly

  published Feb 25, 2025

• v0.17.0

  published Mar 2, 2025

• v0.17.1

  published Mar 11, 2025

• v0.17.2

  published Mar 13, 2025

335 Pull requests merged by 51 people

• Fix: Langfuse update model has no fields attribute

  #6453 merged Mar 24, 2025

• Fix: NameError: free variable 'langfuse_generation' referenced before assignment in enclosing scope

  #6451 merged Mar 24, 2025

• Feat: support api-key for Ollama.

  #6448 merged Mar 24, 2025

• Feat: add basic Langfuse support for LLM module

  #6443 merged Mar 24, 2025

• Test: Update test case for #6081

  #6446 merged Mar 24, 2025

• Refa: update Anthropic models.

  #6445 merged Mar 24, 2025

• Test: Update test cases for PR #6194 #6259 #6376

  #6444 merged Mar 24, 2025

• Feat: Add background-core-standard to tailwind.css #3221

  #6437 merged Mar 24, 2025

• Fix: point in tag issue.

  #6436 merged Mar 24, 2025

• Fix: rerank with YoudaoRerank issue.

  #6396 merged Mar 24, 2025

• Feat: support pic base bullet for PPT

  #6406 merged Mar 24, 2025

• Fix ratelimit errors during document parsing

  #6413 merged Mar 22, 2025

• Fix: Preserve quotes while handling variable substitution withTemplate component.

  #6410 merged Mar 21, 2025

• Test: Added test cases for Add Chunk HTTP API

  #6408 merged Mar 21, 2025

• Fix: multiple top-level packages error in Python project

  #6370 merged Mar 21, 2025

• Fix: add chunk, empty question issue.

  #6405 merged Mar 21, 2025

• Feat: If the Transfer item is disabled, the item cannot be edited. #3221

  #6409 merged Mar 21, 2025

• Feat: Adds hierarchical title path tracking for tables in DOCX documents to improve context association

  #6374 merged Mar 21, 2025

• Fix: miss calculate of token number.

  #6401 merged Mar 21, 2025

• UI updates.

  #6398 merged Mar 21, 2025

• Fix: change ollama default num_ctx.

  #6395 merged Mar 21, 2025

• Fix: the error of Ollama embeddings interface returning "500 Internal Server Error"

  #6350 merged Mar 21, 2025

• Fix: flow list translate to zh

  #6371 merged Mar 21, 2025

• Fix: add_chunk api, empty content issue

  #6390 merged Mar 21, 2025

• Feat: Add Duplicate ID Check and Update Deletion Logic

  #6376 merged Mar 21, 2025

• Fix broken discord invitation links

  #6388 merged Mar 21, 2025

• Refa: control the simi for entity resolution.

  #6386 merged Mar 21, 2025

• Fix: huggingface rerank model issue.

  #6385 merged Mar 21, 2025

• Remove feature_request.md

  #6383 merged Mar 21, 2025

• Refa: refine template.

  #6382 merged Mar 21, 2025

• Refa: refine template.

  #6381 merged Mar 21, 2025

• Fix: let quot stay.

  #6377 merged Mar 21, 2025

• Feat: Add user registration toggle feature

  #6327 merged Mar 21, 2025

• Fix: Optimized the get_by_id method to resolve the issue of missing exceptions and improve query performance

  #6320 merged Mar 20, 2025

• Call register_scripts on connecting redis

  #6361 merged Mar 20, 2025

• Chore: unify Ruff config and enable async checks (ASYNC, TRIO)

  #6351 merged Mar 20, 2025

• Feat: Add the functionality to load environment variables from a .env file

  #6331 merged Mar 20, 2025

• Fix update_progress

  #6340 merged Mar 20, 2025

• Fix(api): correct document parsing progress check logic

  #6318 merged Mar 20, 2025

• Fix: type import

  #6328 merged Mar 20, 2025

• Fix: Resolved a bug where sibling components in Canvas were not restricted to fetching data from the upstream when parallel components were present.

  #6315 merged Mar 20, 2025

• Fix: adapt to old configurations.

  #6321 merged Mar 20, 2025

• Fix: rerank with vllm issue.

  #6306 merged Mar 20, 2025

• Test: Skip unstable 'stop parse documents' test cases

  #6310 merged Mar 20, 2025

• Feat: add VLM-boosted DocX parser

  #6307 merged Mar 20, 2025

• Feat: add fallback for PDF figure parser

  #6305 merged Mar 20, 2025

• Fix: optimize setting config initialization to resolve Minio initialization error

  #6282 merged Mar 20, 2025

• UI updates

  #6290 merged Mar 20, 2025

• Test: Added test cases for Stop Parse Documents HTTP API

  #6285 merged Mar 20, 2025

• Feat: add VLM-boosted PDF parser

  #6278 merged Mar 20, 2025

• Feat: add agent share team viewer

  #6222 merged Mar 19, 2025

• Fix: In the Agent's workflow, the input content cannot be wrapped, and \n will not work, otherwise an error will be reported #6241

  #6284 merged Mar 19, 2025

• Docs: Update accelerate_doc_indexing.mdx

  #6268 merged Mar 19, 2025

• Fix get_unacked_iterator

  #6280 merged Mar 19, 2025

• Fix: Add a basic example when the example of content_tagging is empty

  #6276 merged Mar 19, 2025

• Fix: switch follow interact issue.

  #6279 merged Mar 19, 2025

• Feat: Alter TreeView component #3221

  #6272 merged Mar 19, 2025

• Feat: support agent version history.

  #6130 merged Mar 19, 2025

• Fix: long api key issue.

  #6267 merged Mar 19, 2025

• Fix: remove dup ids for APIs.

  #6263 merged Mar 19, 2025

• Fix: Nan response for retrieval component.

  #6265 merged Mar 19, 2025

• Feat: add TTS support for SILICONFLOW.

  #6264 merged Mar 19, 2025

• Fix: let parsing continue.

  #6259 merged Mar 19, 2025

• Fix: type violations.

  #6262 merged Mar 19, 2025

• Fix: tag_feas deletion error.

  #6257 merged Mar 19, 2025

• Fix: read flow blank template strings from i18n file

  #6240 merged Mar 19, 2025

• Miscellaneous updates

  #6245 merged Mar 18, 2025

• Fix: #5719 Added type check for parser_config

  #6243 merged Mar 18, 2025

• Fix: Nan issue.

  #6242 merged Mar 18, 2025

• Test: Added test cases for Parse Documents HTTP API

  #6235 merged Mar 18, 2025

• Fix: empty retrieval kb ids.

  #6236 merged Mar 18, 2025

• Feat: text file support position retaining.

  #6231 merged Mar 18, 2025

• Feat: Alter TransferList props #3221

  #6226 merged Mar 18, 2025

• Fix: rank feat issue.

  #6225 merged Mar 18, 2025

• Feat: add vision LLM PDF parser

  #6173 merged Mar 18, 2025

• Fix: add support for non-stream response with session.ask_without_stream

  #6207 merged Mar 18, 2025

• Feat: Add TreeView component #3221

  #6214 merged Mar 18, 2025

• Fix: miss url path.

  #6211 merged Mar 18, 2025

• Fix: enable ollama api-key.

  #6205 merged Mar 18, 2025

• Fix: float transfer exception.

  #6197 merged Mar 18, 2025

• Docs: rm max token

  #6202 merged Mar 18, 2025

• Docs: remove max tokens.

  #6198 merged Mar 18, 2025

• Fix: doc deletion failure with invalid docid.

  #6194 merged Mar 18, 2025

• Fix: NaN data error.

  #6192 merged Mar 18, 2025

• Fix: in case response.choices[0].message.content is None.

  #6190 merged Mar 18, 2025

• Feat: Improve Recognizer.py performance

  #6185 merged Mar 18, 2025

• Fix: none item while concating df.

  #6176 merged Mar 17, 2025

• Test: Added test cases for Delete Documents HTTP API

  #6175 merged Mar 17, 2025

• Refa: Improve ppt_parser better handle list

  #6162 merged Mar 17, 2025

• Refa: PARALLEL_DEVICES is a static parameter.

  #6168 merged Mar 17, 2025

• Test: update test cases per pr #6144

  #6166 merged Mar 17, 2025

• Fix: Correct parameter retrieval in thumbup api

  #6114 merged Mar 17, 2025

• Test: Added test cases for List Documents HTTP API

  #6158 merged Mar 17, 2025

• Test: fix expected value validation for list dataset endpoint

  #6160 merged Mar 17, 2025

• Miscellaneous UI updates

  #6094 merged Mar 17, 2025

• Refa: fix re-rank scope.

  #6152 merged Mar 17, 2025

• Refa: refine the error message.

  #6151 merged Mar 17, 2025

• Fix: retrieval debug mode issue.

  #6150 merged Mar 17, 2025

• Fix: validation of readonly fields.

  #6144 merged Mar 17, 2025

• Feat: add OCR's muti-gpus and parallel processing support

  #5972 merged Mar 17, 2025

• Feat: Limit view with more knowledge when list knowledge so many

  #6093 merged Mar 17, 2025

• Test: update test cases per pr #6095 to fix issue #6039

  #6143 merged Mar 17, 2025

• Doc: Update readme document

  #6052 merged Mar 17, 2025

• Test: Added test cases for Update Documents HTTP API

  #6106 merged Mar 17, 2025

• Fix: update link of deploy_local_llm.mdx

  #6110 merged Mar 17, 2025

• Introduced task priority

  #6118 merged Mar 14, 2025

• Fix: Fixed the issue that events cannot be triggered after the shadcn-ui dialog is closed #3221.

  #6108 merged Mar 14, 2025

• Fix: empty tag field issue.

  #6103 merged Mar 14, 2025

• Regards kb_id at ElasticSearch insert, update, delete.

  #6105 merged Mar 14, 2025

• Fix: limit the depth of DFS

  #6101 merged Mar 14, 2025

• Refa: enlarge http body size.

  #6100 merged Mar 14, 2025

• Fix: fix document concurrent upload issue

  #6095 merged Mar 14, 2025

• Fix: Knowledge base page cannot upload folders #6062

  #6096 merged Mar 14, 2025

• Fix: none parse_config updating.

  #6092 merged Mar 14, 2025

• Refa: enlarge default max request body size.

  #6088 merged Mar 14, 2025

• Fix: check the file name length.

  #6083 merged Mar 14, 2025

• Doc: update launch from source.

  #6074 merged Mar 14, 2025

• Fix: Prevent password boxes other than login passwords from displaying passwords saved in the browser's password manager by default. #6033

  #6084 merged Mar 14, 2025

• Fix executor name

  #6080 merged Mar 14, 2025

• Fix: remove NaN output of components.

  #6079 merged Mar 14, 2025

• Refa: remove max toekns for image2txt models.

  #6078 merged Mar 14, 2025

• Feat: add token comsumption & speed to little lamp.

  #6077 merged Mar 14, 2025

• Feat: Change “Document parser” to "PDF parser" #6072

  #6073 merged Mar 14, 2025

• Fix: empty doc id validation.

  #6064 merged Mar 14, 2025

• Fix 6030

  #6070 merged Mar 14, 2025

• Feat: Add deepseek to llm_factories

  #6051 merged Mar 14, 2025

• Fix: Reduce excessive IO operations by loading LLM factory configurations

  #6047 merged Mar 14, 2025

• Improve API Documentation, Standardize Error Handling, and Enhance Comments

  #5990 merged Mar 13, 2025

• Fix: chat_completion answer data incorrect

  #6041 merged Mar 13, 2025

• Fix: optimize OCR garbage identification to reduce unnecessary filtering

  #6027 merged Mar 13, 2025

• Test: Added test cases for Download Documents HTTP API

  #6032 merged Mar 13, 2025

• Added 0.17.2 release notes

  #6028 merged Mar 13, 2025

• DOCS: for release.

  #6023 merged Mar 13, 2025

• Fix: empty api-key causes problems.

  #6022 merged Mar 13, 2025

• Feat: Set the default value of Chunk token number to 512 #6016

  #6017 merged Mar 13, 2025

• 0.17.1 release notes

  #6021 merged Mar 13, 2025

• Optimize graphrag cache get entity

  #6018 merged Mar 13, 2025

• Test: update test cases per issue #5920 #5923

  #6007 merged Mar 13, 2025

• Fix: encode detect error.

  #6006 merged Mar 13, 2025

• Refa: refine the context window size warning.

  #5993 merged Mar 12, 2025

• TEST: Added test cases for Upload Documents HTTP API

  #5991 merged Mar 12, 2025

• Feat: add CSV file parsing support

  #5989 merged Mar 12, 2025

• Feat: add use KG to retrieval component.

  #5988 merged Mar 12, 2025

• Feat: Alter Item to TransferListItemType #3221

  #5986 merged Mar 12, 2025

• Feat: Add qwq model support to Tongyi-Qianwen factory

  #5981 merged Mar 12, 2025

• Feat: Why can't Retrieval component support internet web search. #5973

  #5978 merged Mar 12, 2025

• For an Agent with an Input Begin value, on the first call the return …

  #5957 merged Mar 12, 2025

• Feat: Retrieval supports internet search.

  #5974 merged Mar 12, 2025

• TEST: Remove unstable assertion introduced in PR #5924

  #5968 merged Mar 12, 2025

• Fix: Add Knowledge Base Document Parsing Status Check

  #5966 merged Mar 12, 2025

• Fixed a Docusaurus display issue.

  #5969 merged Mar 12, 2025

• Refa: Optimization of the Deep Research Module Code Structure

  #5959 merged Mar 12, 2025

• Fix: empty value updating.

  #5949 merged Mar 12, 2025

• Fix: ollama model add error.

  #5947 merged Mar 12, 2025

• Fix: HTTP API Updates Read-Only Dataset Fields During Modification #5923

  #5937 merged Mar 12, 2025

• Fix:signal.SIGUSR1 and signal.SIGUSR2 can't use in window. so don't bind signal.SIGUSR1 and signal.SIGUSR2 in the windows env

  #5941 merged Mar 12, 2025

• Feat: apply LLM to optimize citations.

  #5935 merged Mar 11, 2025

• Fix: When calling the Create chat completion API, the response data…

  #5928 merged Mar 11, 2025

• Feat: Add Breadcrumb component #3221

  #5929 merged Mar 11, 2025

• TEST: Added test cases for Update Dataset HTTP API

  #5924 merged Mar 11, 2025

• Optimized graphrag again

  #5927 merged Mar 11, 2025

• Docs: updates.

  #5921 merged Mar 11, 2025

• Feat: Add german translations

  #5866 merged Mar 11, 2025

• Docs: reformat.

  #5914 merged Mar 11, 2025

• Reverted some of the version changes

  #5908 merged Mar 11, 2025

• Docs: updates issue templates.

  #5913 merged Mar 11, 2025

• Docs: prepare docs for release v0.17.1

  #5900 merged Mar 11, 2025

• UI updates

  #5899 merged Mar 11, 2025

• Add docs for tag sets

  #5890 merged Mar 11, 2025

• Test: Update test cases per PR #5748 #5878

  #5894 merged Mar 11, 2025

• Refa: add prompt to empty retrieved answwer.

  #5892 merged Mar 11, 2025

• Fix: docs updates.

  #5889 merged Mar 11, 2025

• Fix: check desc parameter value.

  #5884 merged Mar 11, 2025

• Test: Update test cases per PR #5778

  #5880 merged Mar 11, 2025

• Fix: rm <think> for ES sql generation.

  #5881 merged Mar 11, 2025

• Fix: empty dataset parser id.

  #5878 merged Mar 11, 2025

• Fix: dataset_ids parameter

  #5864 merged Mar 11, 2025

• Test: Update test cases per PR #5755

  #5857 merged Mar 10, 2025

• Feat: Add AvatarGroup component. #3221

  #5858 merged Mar 10, 2025

• Agent Update: Fix Role Issue and Enhance KB Search

  #5842 merged Mar 10, 2025

• TEST: Added test cases for List Dataset HTTP API

  #5856 merged Mar 10, 2025

• Feat: add sync_dsl parameter to support synchronizing modifications to existing sessions

  #5843 merged Mar 10, 2025

• Fix: keyword compont display issue #5794

  #5844 merged Mar 10, 2025

• Refactor graphrag to remove redis lock

  #5828 merged Mar 10, 2025

• Feat: When selecting a reordering model, give a prompt that it takes too long. #5834

  #5835 merged Mar 10, 2025

• Fix: empty query issue.

  #5830 merged Mar 10, 2025

• Refa: SiliconFlow model list refresh.

  #5825 merged Mar 10, 2025

• Feat: Add TransferList component. #3221

  #5822 merged Mar 10, 2025

• Refa: reduce default value of MAX_CONCURRENT_CHATS

  #5821 merged Mar 10, 2025

• Refa: add model.

  #5820 merged Mar 10, 2025

• Fix: broken /api/v1/chats endpoint

  #5785 merged Mar 10, 2025

• Refa: update mistral model list.

  #5818 merged Mar 10, 2025

• Fix: CoHereRerank not respecting base_url when provided

  #5784 merged Mar 10, 2025

• Fix:when start with source code not in docker env report 'UnicodeDec…

  #5802 merged Mar 10, 2025

• Fix: bugs mentioned by#5760

  #5778 merged Mar 10, 2025

• Feat: add OCR's muti-gpus and parallel processing support

  #5697 merged Mar 8, 2025

• TEST: Added test cases for Delete Dataset HTTP API

  #5770 merged Mar 7, 2025

• Fix: truncate message issue.

  #5776 merged Mar 7, 2025

• Initial draft of Implemnt deep research

  #5774 merged Mar 7, 2025

• Feat：Optimize the table extraction logic in the Markdown parser:

  #5663 merged Mar 7, 2025

• Feat(api): Add dsl parameters to control whether dsl fields are included

  #5769 merged Mar 7, 2025

• Fix: truncate message issue.

  #5765 merged Mar 7, 2025

• Fix: meta fields updata issue,

  #5764 merged Mar 7, 2025

• Fix: Fixed the issue that files cannot be uploaded on the file management page. #5730

  #5763 merged Mar 7, 2025

• Fix: add the validation for parser_config.

  #5755 merged Mar 7, 2025

• Refa: make Rewrite component effective to relative data expression.

  #5752 merged Mar 7, 2025

• Fix: Resolve inconsistency in APIToken dialog_id field definition

  #5749 merged Mar 7, 2025

• Fix: API empty field input.

  #5748 merged Mar 7, 2025

• Fix: can not upload file close #5730

  #5742 merged Mar 7, 2025

• Fix: empty description

  #5747 merged Mar 7, 2025

• Fix: Remove the document language parameter. #5640

  #5728 merged Mar 7, 2025

• TEST: Added test cases for Create Dataset HTTP API

  #5724 merged Mar 6, 2025

• Updated instructions in the UI

  #5733 merged Mar 6, 2025

• Fix: too long context during KG issue.

  #5723 merged Mar 6, 2025

• Fix: delimiter issue.

  #5720 merged Mar 6, 2025

• Refa: remove dataset language and validate dataset name length.

  #5707 merged Mar 6, 2025

• Fix: rerank issue.

  #5696 merged Mar 6, 2025

• Fix: docs inconsistency.

  #5695 merged Mar 6, 2025

• Fix: Remove the max token parameter. #5640 #5646

  #5693 merged Mar 6, 2025

• Refa: remove max tokens since no one needs it.

  #5690 merged Mar 6, 2025

• Minor: improve tips display

  #5631 merged Mar 6, 2025

• Feat: Add rerank option to huggingface's model type drop-down box. #5658

  #5689 merged Mar 6, 2025

• Feat: support huggingface re-rank model.

  #5684 merged Mar 6, 2025

• Miscellaneous updates

  #5670 merged Mar 6, 2025

• Feat: Use react-hook-form to synchronize the data of the categorize form to the agent node. #3221

  #5665 merged Mar 5, 2025

• refactor: no need to inherit in python3 clean the code

  #5659 merged Mar 5, 2025

• Docs: updates.

  #5661 merged Mar 5, 2025

• Fix: search citation issue.

  #5657 merged Mar 5, 2025

• Fix: tavily search error.

  #5653 merged Mar 5, 2025

• fix: issue #5600

  #5645 merged Mar 5, 2025

• Feat: The parsing method is paper and needs to display Document parser. #5467

  #5652 merged Mar 5, 2025

• Feat: Upload file UI/UX enhancements

  #5359 merged Mar 5, 2025

• Refactored DocumentService.update_progress

  #5642 merged Mar 5, 2025

• Fix: parameter error.

  #5641 merged Mar 5, 2025

• Minor: improve doc and rm unused file

  #5634 merged Mar 5, 2025

• Refactor: Optimize error handling and support parsing of XLS(EXCEL97—2003) files.

  #5633 merged Mar 5, 2025

• Fix: image file can't preview

  #5626 merged Mar 5, 2025

• fix: issue #5600

  #5620 merged Mar 5, 2025

• use to_df replace to_pl when get infinity Result

  #5604 merged Mar 5, 2025

• Fix：Fix the bug of incorrectly gets the APIToken.

  #5597 merged Mar 4, 2025

• Feat: Render DynamicCategorize with shadcn-ui. #3221

  #5610 merged Mar 4, 2025

• Added 0.17.0 release notes

  #5608 merged Mar 4, 2025

• Feat: Render MessageForm with shadcn-ui. #3221

  #5596 merged Mar 4, 2025

• Docs: about meta files in API reference.

  #5594 merged Mar 4, 2025

• Fix: better start experience PYTHONPATH in shell

  #5593 merged Mar 4, 2025

• Fix nursery.start_soon. Close #5575

  #5591 merged Mar 4, 2025

• Introduced jemalloc

  #5590 merged Mar 4, 2025

• Fix: remove KB id restriction while creating chat.

  #5588 merged Mar 4, 2025

• Fix: fix may lose part of information of last stream chunck

  #5584 merged Mar 4, 2025

• Add separate API service resource to Helm chart

  #5572 merged Mar 4, 2025

• Perf: update novita.ai LLM library

  #5574 merged Mar 4, 2025

• Fix: LLM with ___ return cannot be deleted #5585

  #5587 merged Mar 4, 2025

• Minor: Fixed broken links

  #5565 merged Mar 3, 2025

• Feat: Render WikipediaForm and BaiduForm with shadcn-ui. #3221

  #5564 merged Mar 3, 2025

• Made task_executor async to speedup parsing

  #5530 merged Mar 3, 2025

• Feat: add toc to api doc

  #5552 merged Mar 3, 2025

• Feat: Render QWeatherForm with shadcn-ui. #3221

  #5558 merged Mar 3, 2025

• Feat: add 'delete' for agent's sessions api and unify apis of agent sdk

  #5525 merged Mar 3, 2025

• Feat: Render RewriteQuestionForm with shadcn-ui #3221

  #5551 merged Mar 3, 2025

• Restructured guides

  #5555 merged Mar 3, 2025

• Feat: Combine Select and LlmSettingFieldItems into LLMSelect. #3221

  #5548 merged Mar 3, 2025

• Restructured guides

  #5549 merged Mar 3, 2025

• Fix: bad case for tokenizer.

  #5543 merged Mar 3, 2025

• Feat: Add NextLLMSelect with shadcn-ui. #3221

  #5542 merged Mar 3, 2025

• Optimize prompt.

  #5541 merged Mar 3, 2025

• Fix: in case running KG repeatly.

  #5538 merged Mar 3, 2025

• Fix email validation regex

  #5533 merged Mar 3, 2025

• Fix: possible memory leaks close #5277

  #5500 merged Mar 3, 2025

• DOC: for release.

  #5472 merged Mar 2, 2025

• minor

  #5497 merged Feb 28, 2025

• Moved agent components into the agent folder

  #5496 merged Feb 28, 2025

• Feat: Add the Experimental text to the option of the large model of the Image2text type of LayoutRecognizeItem

  #5495 merged Feb 28, 2025

• Feat: multiline text input for chat

  #5317 merged Feb 28, 2025

• Feat: Hide the suffix of the large model name. #5433

  #5494 merged Feb 28, 2025

• Refine error message while embedding model error,

  #5490 merged Feb 28, 2025

• Feat: Wrap MaxTokenNumber with DatasetConfigurationContainer. #5467

  #5491 merged Feb 28, 2025

• Feat: Put the configuration of different parsing methods into separate components. #5467

  #5487 merged Feb 28, 2025

• Fix typo and error

  #5479 merged Feb 28, 2025

• Fix table parser issue.

  #5482 merged Feb 28, 2025

• Refa: better gitignore

  #5473 merged Feb 28, 2025

• Fix typos

  #5476 merged Feb 28, 2025

• Fix: enhance aliyun oss access with adding prefix path

  #5475 merged Feb 28, 2025

• Fix: add ctrl+c signal for better exit

  #5469 merged Feb 28, 2025

• DOCS: amend docker image building page and more hints for mac users

  #5461 merged Feb 28, 2025

• Refa: drop useless fasttext

  #5470 merged Feb 28, 2025

• Refa: better service conf

  #5471 merged Feb 28, 2025

• Fix: language selection display on the profile settings page

  #5459 merged Feb 28, 2025

• Feat: Modify the parsing method string to an enumeration type. #5467

  #5468 merged Feb 28, 2025

• Fix: rm think if stream is Flase.

  #5458 merged Feb 28, 2025

• Feat: If the user is not logged in, jump to the login page by refreshing.

  #5451 merged Feb 27, 2025

• Fix: fix special delimiter parsing issue

  #5448 merged Feb 27, 2025

• Feat: Use shadcn-ui to build GenerateForm. #3221

  #5449 merged Feb 27, 2025

• Feat: Accessing Alibaba Cloud OSS with Amazon S3 SDK

  #5438 merged Feb 27, 2025

• Feat: add data type invoke

  #5126 merged Feb 27, 2025

• Feat: Wrap DynamicVariableForm with Collapsible. #3221

  #5440 merged Feb 27, 2025

• Fix: stream post body

  #5434 merged Feb 27, 2025

• Fix: add image2text issue.

  #5431 merged Feb 27, 2025

• Fix: string format error.

  #5422 merged Feb 27, 2025

• Fix: drop useless ABC method

  #5408 merged Feb 27, 2025

• Fix: issue of no id for /datasets/<dataset_id>/documents

  #5420 merged Feb 27, 2025

• ci: remove may expand into attacker-controllable code

  #5407 merged Feb 27, 2025

• Fix issue of ask API.

  #5400 merged Feb 26, 2025

• Miscelleneous editorial updates

  #5390 merged Feb 26, 2025

• Fix: correct wrong vLLM rerank model

  #5399 merged Feb 26, 2025

• Feat: Support vLLM #4316

  #5395 merged Feb 26, 2025

• Fixed OpenAI compatibility stream [DONE]

  #5389 merged Feb 26, 2025

• FIX: correct typo

  #5387 merged Feb 26, 2025

• Feat: Add DualRangeSlider #3221

  #5386 merged Feb 26, 2025

• Feat: add VLLM

  #5380 merged Feb 26, 2025

• Let parallism of RAPTOR controlable.

  #5379 merged Feb 26, 2025

• Fix:HTTP API -> Stop parsing documents(AttributeError: ‘list‘ object …

  #5375 merged Feb 26, 2025

• DOCS: add OpenAI-compatible http and python api reference

  #5374 merged Feb 26, 2025

• Fix：validate knowledge base association before document upload

  #5373 merged Feb 26, 2025

• Code refactor

  #5371 merged Feb 26, 2025

• Run keyword_extraction, question_proposal, content_tagging in thread pool

  #5376 merged Feb 26, 2025

• Feat: Add FormSheet. #3221

  #5377 merged Feb 26, 2025

• Added OpenAI-like completion api

  #5351 merged Feb 26, 2025

• Fix FlagRerank max_length issue.

  #5366 merged Feb 26, 2025

• Fix: 'Chunk not found!' error in team-sharing knowledge base.

  #5361 merged Feb 26, 2025

• Add tavily as web searh tool.

  #5349 merged Feb 26, 2025

• Feat: Add Tavily Api Key to chat configuration modal. #5198

  #5347 merged Feb 26, 2025

• Fix: Prevent message sending during IME composition and block new submissions while waiting for a response

  #5331 merged Feb 25, 2025

• Fix: Due to the reference to tailwindcss, the height attribute setting of the image is invalid, resulting in an uneven model list #5339

  #5340 merged Feb 25, 2025

• Resolve super class invokation error.

  #5337 merged Feb 25, 2025

• Feat: Add DynamicVariableForm with shadcn-ui. #3221

  #5336 merged Feb 25, 2025

• More robust community report.

  #5328 merged Feb 25, 2025

• Fix release.yml

  #5327 merged Feb 25, 2025

• Remove dup gb2312, solve currupt error.

  #5326 merged Feb 25, 2025

• Make node merging parallel.

  #5324 merged Feb 25, 2025

• Fix: type-script new change

  #5159 merged Feb 25, 2025

• Feat: Add FormDrawer to agent page. #3221

  #5323 merged Feb 25, 2025

• Refine prompt of agentic search.

  #5312 merged Feb 25, 2025

• Replaced pypi.tuna.tsinghua.edu.cn with mirrors.aliyun.com/pypi

  #5309 merged Feb 24, 2025

• Feat: Upload agent file #3221

  #5311 merged Feb 24, 2025

• Feat: Render agent details #3221

  #5307 merged Feb 24, 2025

11 Pull requests opened by 8 people

• Fix infinite recursion in RagTokenizer when processing repetitive characters

  #6109 opened Mar 14, 2025

• Added a model unloading feature to save memory, supporting selective …

  #6200 opened Mar 18, 2025

• add provider google

  #6325 opened Mar 20, 2025

• add openai agent

  #6329 opened Mar 20, 2025

• allow search select UI

  #6330 opened Mar 20, 2025

• variables component agent

  #6333 opened Mar 20, 2025

• Feat: extend S3 storage compatibility and add knowledge base ID prefix

  #6355 opened Mar 20, 2025

• Add Milvus vector database support

  #6367 opened Mar 20, 2025

• Fix: split process bug in graphrag extract

  #6423 opened Mar 22, 2025

• Main

  #6425 opened Mar 22, 2025

• Fix: deepdoc runtime issue in no-cuda environment

  #6429 opened Mar 23, 2025

248 Issues closed by 127 people

• [Question]:document parsing cannot use gpu

  #6442 closed Mar 24, 2025

• [Bug]: ERROR: free variable 'langfuse_generation' referenced before assignment in enclosing scope

  #6452 closed Mar 24, 2025

• [Feature Request]: Citation in answer optimization.

  #5905 closed Mar 24, 2025

• [Bug]: HTTP API Allows Document Name Updates to Exceed 128-Character Length Limit

  #6060 closed Mar 24, 2025

• [Bug]: AttributeError Triggered via HTTP API When Setting document chunk_method to tag/table/one/email/picture Without parser_conf

  #6081 closed Mar 24, 2025

• [Bug]: HTTP API Document Deletion Stops at First Invalid ID in List, Leaving Subsequent Document Undeleted

  #6174 closed Mar 24, 2025

• [Bug]: HTTP API Document parse Stops at First Invalid ID in List, Leaving Subsequent Document Unparesed

  #6229 closed Mar 24, 2025

• [Bug]: HTTP API add_chunk：Space-only content in content field triggers backend model errors

  #6387 closed Mar 24, 2025

• [Bug]: HTTP API add_chunk：Space-only strings in questions list cause backend model errors

  #6404 closed Mar 24, 2025

• [Bug]: ERROR: 'NoneType' object has no attribute 'strip' when enabling button Multi turn optimization

  #6164 closed Mar 24, 2025

• [Question]: Parsing Status do not 100% when the file have been done

  #6431 closed Mar 23, 2025

• [Bug]: 在windows中安装时候报错pyicu

  #6422 closed Mar 23, 2025

• [Question]: Agent using Switch with Interact as input

  #6188 closed Mar 21, 2025

• [Question]: Only the full version image can make use of GPU during parsing, not slim

  #6354 closed Mar 21, 2025

• [Bug]: Errors are output when answering questions in the knowledge base

  #6322 closed Mar 21, 2025

• [Feature Request]: support milvus

  #6359 closed Mar 21, 2025

• 知识库中的数据集出现类似乱码的现象

  #6391 closed Mar 21, 2025

• [Question]: Why does the /api/v1/retrieval endpoint return the same scores regardless of whether the rerank_id is assigned or not? Did I call the rerank_id parameter incorrectly?

  #6380 closed Mar 21, 2025

• [Bug]: Behavior of parse document/delete document via HTTP API with duplicate IDs is inconsistent with delete dataset

  #6234 closed Mar 21, 2025

• [Bug]: Discord Link Invalid

  #6366 closed Mar 21, 2025

• [Feature Request]: Support for SearXNG search engine

  #6342 closed Mar 21, 2025

• [Question]:为何知识库里有40条记录，匹配输出时只输出4条，如下是详细信息

  #6373 closed Mar 21, 2025

• [Question]: how to analysis finance excel table well?

  #5888 closed Mar 21, 2025

• [Bug]: After optimizing the problem optimization component, input it into the knowledge base retrieval component, and the retrieval content is empty

  #6336 closed Mar 21, 2025

• [Question]: How to connect to open-webui ?

  #5861 closed Mar 20, 2025

• [Question]: Regarding the use of thread pools

  #5759 closed Mar 20, 2025

• [Question]: Authority issue for files uploaded in chat.

  #5805 closed Mar 20, 2025

• [Question]: How can I upload a file during the agent chat if I have added a file parameter in the Begin component?

  #5977 closed Mar 20, 2025

• [Question]:Dockerized Ragflow Server: Elasticsearch Connection Error [Errno 111]

  #6341 closed Mar 20, 2025

• [Question]: sometime when parsing document the task always is queued，why？

  #6275 closed Mar 20, 2025

• [Question]: The file parsing process is stuck and not progressing.

  #6129 closed Mar 20, 2025

• [Question]: Parsing the file has not progressed, and there are no errors in the log.

  #6224 closed Mar 20, 2025

• [Question]: parsing document API interface is called again, an error will be reported: Can't stop parsing document with progress at 0 or 100

  #6312 closed Mar 20, 2025

• [Question]: "I read the source code, which includes the calculation of term frequency and IDF. However, these two aspects are not used in the keyword retrieval part. What is the main dependency for keyword retrieval in the project?"

  #6323 closed Mar 20, 2025

• [Question]: Call api interface how to get session history

  #6311 closed Mar 20, 2025

• [Bug]:Unable to delete tag of chunk

  #6218 closed Mar 20, 2025

• As per the previous response, I have modified the docker-compose.yml file to map the host directory to the container's /root/.ragflow directory to avoid re-downloading models on container restart. My updated configuration is as follows:

  #3342 closed Mar 20, 2025

• [Question]: parsing document API interface is called again, an error will be reported: Can't stop parsing document with progress at 0 or 100.

  #6274 closed Mar 20, 2025

• [Question]: a question about data leakage

  #6261 closed Mar 20, 2025

• [Bug]: wget Authentication error: API key is invalid!

  #6256 closed Mar 19, 2025

• [Bug]: In the Agent's workflow, the input content cannot be wrapped, and \n will not work, otherwise an error will be reported

  #6241 closed Mar 19, 2025

• [Question]: Knowlegde base crashed?

  #6132 closed Mar 19, 2025

• [Question]: Community reports generation fails 0.17.2

  #6131 closed Mar 19, 2025

• [Question]: Switch Component in Agent doesn't route as expected.

  #6254 closed Mar 19, 2025

• [Bug]: docker build --build-arg NEED_MIRROR=1 -f Dockerfile -t infiniflow/ragflow:nightly . 执行这个报错

  #6249 closed Mar 19, 2025

• [Question]: Can we manually insert the files into knowledge base instead of uploading them?

  #2698 closed Mar 19, 2025

• [Bug]: task_executor parsing task cannot be ended

  #6258 closed Mar 19, 2025

• [Feature Request]: Can Python support the domestic database dmPython?

  #6221 closed Mar 19, 2025

• [Question]: What open-source models does the document parser support

  #5901 closed Mar 19, 2025

• [Question]: Implement OpenAI compatible API via IONOS

  #5783 closed Mar 18, 2025

• [Bug]: HTTP API Lacks Type and Valid Value Checks for all parameters under parser_config During Dataset Creation

  #5719 closed Mar 18, 2025

• [Question]: System Model Settings can not found Chat model

  #6068 closed Mar 18, 2025

• [Question]: Stuck in-- "WARNING 26 RedisDB.queue_info rag_flow_svr_queue got exception: no such key"

  #6204 closed Mar 18, 2025

• [Question]: Does the agent-sessions in the http API need to be cleaned up?

  #4821 closed Mar 18, 2025

• [Question]: Why are there multiple `</think>` tags in the response data returned by the `/completion` interface?

  #6215 closed Mar 18, 2025

• [Question]: APIKEY problem

  #5962 closed Mar 18, 2025

• [Question]: Error when starting MySQL container

  #6196 closed Mar 18, 2025

• [Bug]: KeyError: 'llm'【Resolved】

  #6187 closed Mar 18, 2025

• [Question]: 0.17.2 ollama 部署bge-m3 rerank模型，不支持；

  #6167 closed Mar 17, 2025

• [Question]: Aws Claude - When message window size > 1 - Can't invoke 'anthropic.claude-v2:1'. Reason: An error occurred (ValidationException)

  #5930 closed Mar 17, 2025

• [Question]: Previous version's knowledge base lose efficacy

  #5953 closed Mar 17, 2025

• [Bug]: Agent BUG

  #6145 closed Mar 17, 2025

• [Question]: How to solve #6132 ?

  #6154 closed Mar 17, 2025

• [Feature Request]: Does the parsing file support multi-threading

  #6156 closed Mar 17, 2025

• [Question]: AttributeError: 'Pdf' object has no attribute 'page_images'

  #5826 closed Mar 17, 2025

• agent中 DB Assistant模板连不上es，第一次可能行，后面就会报错。试了好几个版本

  #6125 closed Mar 17, 2025

• [Bug]: After the txt file is parsed, all the "n" characters are accidentally removed, resulting in document errors

  #5704 closed Mar 17, 2025

• [Bug]: File Download via HTTP API Returns Success JSON When document_id Is Empty

  #6031 closed Mar 17, 2025

• [Question]: get Error: 'i=1' while chat with deepseek

  #6134 closed Mar 16, 2025

• 扫二维码添加 RAGFlow 小助手，进 RAGFlow 交流群。 对方被添加为朋友过于频繁，请稍后再试

  #6123 closed Mar 15, 2025

• [Question]: MacBook m4，can’t upload ppt file

  #6069 closed Mar 14, 2025

• [Bug]: Concurrent HTTP API File Uploads Result In Inconsistent List Dataset document_count

  #6039 closed Mar 14, 2025

• [Feature Request]: Revamp user interface

  #3221 closed Mar 14, 2025

• [Bug]: Parsing 2nd Knowledgebase with Knowledge Graph removes Knowledge Graph from 1st Knowledgebase

  #6066 closed Mar 14, 2025

• [Bug]: Remove Document language dropdown

  #5686 closed Mar 14, 2025

• [Question]: Does RAGFlow support user hierarchy or RBAC (Role-Based Access Control) settings?

  #6076 closed Mar 14, 2025

• [Bug]:无法解析文档，不能上传文件夹创建知识库

  #6067 closed Mar 14, 2025

• [Bug]: 创建知识库时无法上传文件夹

  #6062 closed Mar 14, 2025

• [Feature Request]: Change “Document parser” to "PDF parser"

  #6072 closed Mar 14, 2025

• [Bug]: System Model Settings not found embedding models

  #6045 closed Mar 14, 2025

• [Question]: It occurs an error when searching with knowledge graph after updating the ragflow version to v0.17.1

  #6030 closed Mar 14, 2025

• [Bug]: When using the locally deployed vLLM large model, the server reported an error during chatting "The provided API key is invalid."

  #6033 closed Mar 14, 2025

• [Bug]: Missing context after PDF is parsed.

  #5713 closed Mar 14, 2025

• [Question]: Fail to load localhost:80

  #6000 closed Mar 13, 2025

• [Question]: "How do I use the invoke component to post raw-text without any param, such as 'value', instead of 'param: value'?"

  #6001 closed Mar 13, 2025

• [Question]: elasticsearch ERROR: [knn] unknown field [similarity]

  #5956 closed Mar 13, 2025

• [Bug]:v0.17.1 Add xinference model error Connection error

  #5982 closed Mar 13, 2025

• [Feature Request]: recommended to add an option to share the knowledge base with all members.

  #5983 closed Mar 13, 2025

• [Bug]: Ollama model does not show in "system model settings" after successfully adding it as ollama model

  #6015 closed Mar 13, 2025

• [Feature Request]: Logging of chats and Ragflow-API endpoint

  #5964 closed Mar 13, 2025

• [Bug]: PDF parsing failed with NCCL error using gpus

  #5954 closed Mar 13, 2025

• [Question]: Document segmentation is not effective.

  #5985 closed Mar 13, 2025

• [Question]: The Infinity engine crashed due to too many files being added to the workspace.

  #5999 closed Mar 13, 2025

• [Bug]: OpenAI endpoint sends/returns too many characters/tokens

  #5545 closed Mar 13, 2025

• [Question]: how to stop

  #5008 closed Mar 13, 2025

• [Question]: module 'onnxruntime' has no attribute 'SessionOptions'

  #5004 closed Mar 13, 2025

• [Question]: please check log file and Elasticsearch/Infinity status

  #5161 closed Mar 13, 2025

• [Bug]: Broken click parser api "v1/document/run"

  #6010 closed Mar 13, 2025

• [Question]: why homepage loading so slow

  #6011 closed Mar 13, 2025

• [Feature Request]: Set the default value of Chunk token number to 512

  #6016 closed Mar 13, 2025

• [Question]: system model settings is empty for chat/embedding using v0.17.1

  #6014 closed Mar 13, 2025

• [Bug]: Updating Dataset via HTTP API Allows Empty chunk_method/permission Fields via Empty Strings

  #5920 closed Mar 13, 2025

• [Feature Request]: Why can't `Retrieval` component support internet web search.

  #5973 closed Mar 13, 2025

• [Question]: File encoding format parsing error, resulting in loss of Chinese

  #5967 closed Mar 13, 2025

• [Feature Request]: if parsing is not complete , starting an AI-powered chat, stop AI-powered chat. And infinity running health.

  #5960 closed Mar 13, 2025

• [Question]: Context Retention Issue in Sequential Questions with RAGFlow

  #5788 closed Mar 12, 2025

• [Question]: Where is the log data stored?

  #5811 closed Mar 12, 2025

• [Question]: ERROR: Task is abandoned after 3 times attempts.

  #5971 closed Mar 12, 2025

• [Question]: Team members cannot delete files after adding them

  #5979 closed Mar 12, 2025

• [Question]:docker mysql Fatal error: Can't open and lock privilege tables: Table 'mysql.user' doesn't exist

  #5970 closed Mar 12, 2025

• After upgrading from 0.12 to 0.17, the original mysql database is still used, and the knowledge graph cannot be created

  #5961 closed Mar 12, 2025

• [Question]: RAGFLOW Fails to Add Ollama Model via add_llm() While Direct curl Call Succeeds

  #5841 closed Mar 12, 2025

• [Question]: Can not choose chat model in "System Model Setting " after model was added

  #5943 closed Mar 12, 2025

• [Question]: Ollama added model fail to list.

  #5944 closed Mar 12, 2025

• [Bug]:

  #5922 closed Mar 12, 2025

• [Question]: Can ragflow use tidb to store vectors?

  #5918 closed Mar 12, 2025

• [Bug]: HTTP API Updates Read-Only Dataset Fields During Modification

  #5923 closed Mar 12, 2025

• [Question]: Will the conversation data be retained forever

  #5847 closed Mar 12, 2025

• [Question]: Agent Management

  #5502 closed Mar 11, 2025

• [Bug]: Missing _on_error Method in CommunityReportsExtractor

  #5877 closed Mar 11, 2025

• [Question]: The last iteration string is less than 16 and is not returned to the front end.

  #5936 closed Mar 11, 2025

• [Bug]: ONNXRuntimeError memory allocation error

  #5863 closed Mar 11, 2025

• [Bug]: 添加了 ollama 模型 找不到

  #5916 closed Mar 11, 2025

• [Bug]: Python API stream=False in session.ask does not work as intended, generates an Iterator anyways

  #5615 closed Mar 11, 2025

• Please read our 'Language Policy' before filing an issue or a pull request.

  #5910 closed Mar 11, 2025

• [Question]: 在chat页面返回的结果出现截断

  #5906 closed Mar 11, 2025

• [Question]: [Question]: 知识库通过文件夹批量上传89个文件，点击确认无响应

  #5896 closed Mar 11, 2025

• [Question]: 错误日志分析

  #5897 closed Mar 11, 2025

• [Feature Request]: 申请添加模型：Qwen/Qwen2.5-14B-Instruct-1M

  #5898 closed Mar 11, 2025

• [Bug]: 在英伟达5080上部署，docker使用gpu的配置启动，知识库解析文档报错。

  #5902 closed Mar 11, 2025

• [Question]: The models retrieved via the GROQ API are incomplete.

  #5903 closed Mar 11, 2025

• [Question]: Knowledge graph extraction 98%.

  #5865 closed Mar 11, 2025

• [Question]:Entities extraction progress ...Receive batching backend response failed

  #5855 closed Mar 11, 2025

• [Question]: It's always waiting after cancling the previous task.

  #5876 closed Mar 11, 2025

• [Question]: 知识库通过文件夹批量上传89个文件，点击确认无响应

  #5895 closed Mar 11, 2025

• [Bug]: HTTP API Returns Empty Values for chunk_method, permission, and language Fields When Passing Empty Strings

  #5709 closed Mar 11, 2025

• [Bug]: 0.17.0 Helm部署失败：infinity Python SDK不兼容

  #5882 closed Mar 11, 2025

• [Question]: CVS knowledge base answers questions with errors

  #5849 closed Mar 11, 2025

• [Bug]: HTTP API Dataset Deletion Stops at First Invalid ID in List, Leaving Subsequent Datasets Undeleted

  #5760 closed Mar 11, 2025

• [bug]: The API interface reports an error when sending an http request to delete the agent session

  #5837 closed Mar 11, 2025

• [Bug]: In the /api/v1/chats endpoint documentation, the dataset_ids parameter is marked as ​optional (non-required). However, when sending a request without dataset_ids, the server returns an error:

  #5839 closed Mar 11, 2025

• [Bug]: HTTP API allows creating dataset with name length exceeding 128 characters, but backend database supports only 128

  #5702 closed Mar 11, 2025

• [Bug]: Error on text2sql

  #5714 closed Mar 10, 2025

• [Bug]:keyword compont display issue

  #5794 closed Mar 10, 2025

• [Feature Request]: When selecting a reordering model, give a prompt that it takes too long.

  #5834 closed Mar 10, 2025

• [Question]: There is a mix of Chinese and English when using the VLLM model merchant+deepseek32. The knowledge base document, VLLM, and large model issues have been ruled out, and it should be a problem with RagFlow

  #5824 closed Mar 10, 2025

• [Bug]: If both gpu and task_executor are enabled at the same time, NCCL Error is generated

  #5810 closed Mar 10, 2025

• [Question]: Multi-round conversation failed in Agent.

  #5735 closed Mar 10, 2025

• [Question]: when i call http api /api/v1/chats , docker compose logs always show 'int' object is not callable

  #5798 closed Mar 10, 2025

• [Question]: install error (Error response from daemon: invalid IP address in add-host: "host-gateway")

  #4805 closed Mar 10, 2025

• [Question]: Is there assistant deletion API?

  #5621 closed Mar 9, 2025

• [Bug]: nothing

  #5790 closed Mar 8, 2025

• [Bug]: The length of the output does not match the setting“max_token"

  #5797 closed Mar 8, 2025

• [Question]: Ragflow is deployed on a remote server, but the access from the local machine fails.

  #5746 closed Mar 8, 2025

• [Bug]: Chunks Do Not Reflect Updated Delimiters After Modification

  #5682 closed Mar 7, 2025

• [Question]: With the vLLM backend, with max_tokens disabled, the output will still be truncated

  #5603 closed Mar 7, 2025

• [Bug]: With max_token disabled, output is still truncated

  #5553 closed Mar 7, 2025

• [Question]: How do I respond slowly to concurrent requests for interfaces /api/v1/chats/{chat_id}/completions?

  #5183 closed Mar 7, 2025

• [Question]: Multi-turn chat degrades

  #5767 closed Mar 7, 2025

• [Question]:

  #5768 closed Mar 7, 2025

• [Bug]: Exceptions from Trio nursery

  #5761 closed Mar 7, 2025

• [Question]: HELP! Trio was expecting an async function, but instead it got a coroutine object

  #5651 closed Mar 7, 2025

• [Question]: Passing a list as an argument to invoke component

  #5750 closed Mar 7, 2025

• [Question]: ERROR: BadRequestError(400, 'search_phase_execution_exception', 'failed to create query: [knn] queries are only supported on [dense_vector] fields')

  #5727 closed Mar 7, 2025

• [Question]: How to Provide Current Date in Agent's System Prompt?

  #5716 closed Mar 7, 2025

• [Bug]: Weather component failure.

  #5691 closed Mar 7, 2025

• [Bug]: Fail to upload files.

  #5730 closed Mar 7, 2025

• [Question]: what's the rag for agent?

  #5745 closed Mar 7, 2025

• [Question]: what's the intermediate prompt

  #5679 closed Mar 7, 2025

• [Question]: Document language ( knowledge base configuration )

  #5681 closed Mar 6, 2025

• [Question]: 本地部署后，在创建知识库后上传文件，但是文件一直处于队列等待中

  #5721 closed Mar 6, 2025

• [Bug]: 文件无法上传

  #5729 closed Mar 6, 2025

• [Question]: Cann't Embed into webpage

  #5614 closed Mar 6, 2025

• [Bug]: User's original question was changed

  #5700 closed Mar 6, 2025

• [Feature Request]: New model inference api providers integration

  #5619 closed Mar 6, 2025

• [Question]: Mac上编译失败的问题，求解决

  #5712 closed Mar 6, 2025

• [Question]: How could I add a Tag to a Knowledge base or a Chunk?

  #5706 closed Mar 6, 2025

• [Question]: WeChat QR code update

  #5606 closed Mar 6, 2025

• [Question]: How to improve retrieval?

  #5627 closed Mar 6, 2025

• [Bug]: The agent has been running for some time, but suddenly it cannot be operated; the scheduling is stuck on the Categorize component.

  #5668 closed Mar 6, 2025

• [Question]: How to Disable Citation Display in API Results But Keep File References

  #5644 closed Mar 6, 2025

• [Bug]: Creating Dataset via HTTP API Only Checks for Empty and Duplicate Entries, Inconsistent with Documentation

  #5662 closed Mar 6, 2025

• [Bug]: On the query page, the query result is displayed as an error

  #5649 closed Mar 6, 2025

• I have checked the existing issues.

  #5650 closed Mar 6, 2025

• [Question]: I must be new right now.. but how the hell do i set or generate a api key for Infinity?

  #5678 closed Mar 6, 2025

• [Question]: Generate embedding error，Help detect the cause

  #5528 closed Mar 6, 2025

• [Feature Request]: Could checkpoint saving functionality be implemented in GraphRAG parsing to allow resuming from the last saved state after failures?

  #5314 closed Mar 5, 2025

• [Bug]: Answers made using API calls are not the same as those in the chat interface

  #5667 closed Mar 5, 2025

• [Bug]: The question language is not generated in the selected language

  #5507 closed Mar 5, 2025

• [Question]: ForceGraph blank page when can't get node by id

  #4742 closed Mar 5, 2025

• [Question]:file analysis with model local token limit error occurred

  #4728 closed Mar 5, 2025

• error with extracting entities with apostrophe

  #4721 closed Mar 5, 2025

• When to use Infinity with bulk entity extraction causes error

  #4723 closed Mar 5, 2025

• [Question]: WebSearch Assistant's web crawling feature returns blank

  #5602 closed Mar 5, 2025

• [Bug]: [ERROR][Exception]: Extractor._merge_nodes() missing 1 required positional argument: 'all_relationships_data'

  #5600 closed Mar 5, 2025

• [Question]: why the ragflow cannot output complete answer?

  #5636 closed Mar 5, 2025

• [Question]: Combine the prompt with agent

  #5583 closed Mar 4, 2025

• [Question]: The latest version of Ragflow cannot install Elasticsearch through docker-compose.yml

  #5605 closed Mar 4, 2025

• [Question]: Create agent Create from templates is empty

  #5581 closed Mar 4, 2025

• [Question]: WebSearch Assistant's web crawling feature returns blank

  #5599 closed Mar 4, 2025

• [Bug]: [ERROR][Exception]: Exceptions from Trio nursery (23 sub-exceptions)

  #5575 closed Mar 4, 2025

• [Question]: Why Create Chat Assistant API requires dataset_ids

  #5586 closed Mar 4, 2025

• [Feature Request]: run ollama on localhost, don’t run in Docker.

  #5486 closed Mar 4, 2025

• [Bug]: Empty response when disabling streaming in the RagFlow API

  #4885 closed Mar 4, 2025

• [Bug]: LLM with ___ return cannot be deleted

  #5585 closed Mar 4, 2025

• [Bug]: An error occurred while parsing the document using the chat model provided by Xinference: Error code: 400 - {'detail': 'Invalid input. Please specify the prompt.'}

  #5444 closed Mar 4, 2025

• [Bug]: Failed to resolve 'es01'

  #4875 closed Mar 3, 2025

• [Bug]: Process terminated. Couldn't find a valid ICU package installed on the system. Set the configuration flag System.Globalization.Invariant to true if you want to run with no globalization support.

  #5483 closed Mar 3, 2025

• [Bug]: Pdf Parser many file be memory leak

  #5277 closed Mar 3, 2025

• [Bug]: Ask a question about Excel data, Prompt automatically changes

  #5393 closed Mar 2, 2025

• [Bug]: 18:21:17 [ERROR]Fail to bind LLM used by RAPTOR: Could not connect to any of [('172.18.0.2', 23817)] 18:21:17 [ERROR][Exception]: Could not connect to any of [('172.18.0.2', 23817)]

  #5346 closed Mar 1, 2025

• [Bug]: ERROR: The dialog flow has no way to interact with you. Please add an 'Interact' component to the end of the flow.

  #5515 closed Mar 1, 2025

• [Bug]: mac m4 can not Parsing document

  #5305 closed Mar 1, 2025

• [Feature Request]: Can we use a VLM to do document parser?

  #5499 closed Mar 1, 2025

• [Bug]: Exception: Can't connect to ES cluster

  #5454 closed Feb 28, 2025

• [Question]: ragflow-infinity always restarts. Is it because my CPU does not support the x86-64-v2 instruction set?

  #5425 closed Feb 28, 2025

• [Bug]: For the dataset with annotated delimiters, the system fails to correctly identify them, and it is unable to automatically remove the delimiters.

  #5382 closed Feb 28, 2025

• [Question] Can I develop the project in Windows?

  #4498 closed Feb 28, 2025

• [Feature Request]: Adjust the order and grouping of configuration items in the knowledge base document to make the configuration easier to understand.

  #5467 closed Feb 28, 2025

• [Bug]: Registration and login are unresponsive,ragflow-es-01 container keep restarting on macmini m4

  #5068 closed Feb 27, 2025

• [Feature Request]: How to enable internet search?

  #5198 closed Feb 27, 2025

• Supports reasoning triggered RAG

  #5173 closed Feb 27, 2025

• [Bug]: Do not own the dataset when list_datasets('id'= XXXXX) with other ragflow object having same API key

  #5398 closed Feb 27, 2025

• [Feature Request]: Divide the document with custom delimiters

  #5406 closed Feb 27, 2025

• [Question]: customer_service.json

  #5385 closed Feb 27, 2025

• [Bug]: The Enter / Insert variables button on the Generate component is missing.

  #5300 closed Feb 27, 2025

• [Feature Request]: Add searching function in chat page

  #5394 closed Feb 27, 2025

• [Feature Request]: Enhance Task Processing Efficiency

  #5416 closed Feb 27, 2025

• [Feature Request]: Can an option for a custom model be provided for the parts provided by the model? This would allow the use of a custom API in Docker

  #5267 closed Feb 26, 2025

• [Bug]: Chunk not found

  #4918 closed Feb 26, 2025

• [Bug]: **http_api** 'NoneType' object has no attribute 'get'

  #5286 closed Feb 26, 2025

• Not able to add bge-m3 as the embedding model.

  #5157 closed Feb 26, 2025

• [Feature Request]: Support for Openai-Like Completion API

  #4705 closed Feb 26, 2025

• [Feature Request]: Ragflow API to have OpenAI compatible endpoints

  #4672 closed Feb 26, 2025

• [Question]: Errors when start ragflow-server

  #5342 closed Feb 26, 2025

• [Bug]: 'gb2312' is duplicated in all_codecs list of __init__.py file in rag/nlp folder

  #5325 closed Feb 26, 2025

• [Bug]: Due to the reference to tailwindcss, the height attribute setting of the image is invalid, resulting in an uneven model list

  #5339 closed Feb 25, 2025

• [Question]: API - How to continue chatting with the previous session？

  #5335 closed Feb 25, 2025

• [Question]: Error occurs when using Silicon Flow:[Errno 111] Connection refused

  #5321 closed Feb 25, 2025

• [Bug]: infiniflow/ragflow_deps:latest arm

  #5310 closed Feb 25, 2025

• [Bug]: Errors of CMake and xgboost installing for MacBook Pro M3 Max

  #5272 closed Feb 25, 2025

• [Feature Request]: Disable Max_token by default

  #5283 closed Feb 25, 2025

• [Question]: Why isn't there a Relevant component in RAG Agent components?

  #5001 closed Feb 25, 2025

• [Question]: How to hyperlink input from other components in Agents?

  #5319 closed Feb 24, 2025

• [Question]: API is not usable for locally deployed.

  #5269 closed Feb 24, 2025

• [Question]: ragflow web上添加本地部署的deepseek r1无法成功

  #5299 closed Feb 24, 2025

• [Bug]: if *.xls is too large, .eg 50M, i get error. so i fix it

  #4856 closed Feb 24, 2025

• [Question]: ES error on Mac Mini 4Z

  #5268 closed Feb 24, 2025

487 Issues opened by 355 people

• [Question]: BUG FOR API-KEY auto exchange between users!

  #6457 opened Mar 24, 2025

• [Question]: Clarification Needed on Top N and Top K Parameters in Chat->Prompt Engine Configuration

  #6456 opened Mar 24, 2025

• [Question]: After parsing, every chunk displayed "{"src_id": "", "tgt_id": "", "description": "", "keywords": [""], "weight": 0.0, "source_id": "

  #6454 opened Mar 24, 2025

• [Question]: The MD formatted document is chunked incorrectly

  #6450 opened Mar 24, 2025

• [Question]: API missing parser_config parameter for dataset updates despite web UI support

  #6449 opened Mar 24, 2025

• [Bug]: Tavily Report: ERROR: 'dict' object has no attribute 'extend'

  #6441 opened Mar 24, 2025

• [Bug]: Ragflow 0.17.2 Chat selection error when using knowledge graph

  #6440 opened Mar 24, 2025

• [Question]: My document has been chunked successfully, but the Parsing Status remains "Task is queued...".

  #6439 opened Mar 24, 2025

• [Question]: server busy, please try again. maximum pending requests exceeded

  #6438 opened Mar 24, 2025

• [Question]: Could Keyword component support custom keywords?

  #6435 opened Mar 24, 2025

• [Question]: When I registered, a 502 error prompt appeared.And raise Exception(f" Not supported doc engine: {DOC Exception: Not supported doc engine: :-elasticsearch)

  #6433 opened Mar 23, 2025

• [Question]: Parsing Status do not 100% when the file have been done

  #6432 opened Mar 23, 2025

• [Question]: The maximum TopN is 30 ？

  #6430 opened Mar 23, 2025

• [Bug]: Reached max tries when post /api/v1/dify/retrieval

  #6428 opened Mar 23, 2025

• [Bug]: Retrieval agent component can't recall anything

  #6427 opened Mar 23, 2025

• [Feature Request]: Old consumer-grade high-end graphics cards, take 2080ti 11GB video memory as an example. Can video memory optimization be achieved?

  #6424 opened Mar 22, 2025

• [Bug]: ERROR: Missing required arguments; Expected either ('max_tokens', 'messages' and 'model')

  #6421 opened Mar 22, 2025

• [Bug]: Baidu Component in Agent cause docker desktop crash？

  #6420 opened Mar 22, 2025

• [Question]: When asking a question, the answer was "ERROR: " and without any output

  #6419 opened Mar 22, 2025

• [Bug]: embedding error

  #6418 opened Mar 22, 2025

• [Question]: install the ragflow by docker on windows, there is a error which show can't connect to es

  #6416 opened Mar 22, 2025

• [Question]: Can't find Kibana in docker-compose-base.yml, Does this project include Kibana?

  #6415 opened Mar 21, 2025

• [Bug]: [rank_features] fields not support dots in the features name.

  #6414 opened Mar 21, 2025

• [Bug]: API query retrieval error

  #6412 opened Mar 21, 2025

• [Bug]: HTTP API add_chunk：Concurrent chunk add causes errors when DOC_ENGINE=infinity

  #6411 opened Mar 21, 2025

• [Question]: Calling the embed page of the agent returns a 500 error

  #6407 opened Mar 21, 2025

• [Question]: Multiple parsing of the same file.

  #6403 opened Mar 21, 2025

• [Question]: Be careful not to exceed the limit of four references.

  #6402 opened Mar 21, 2025

• I hope to add variables and Python code executors to the agent to facilitate the construction of more flexible agents

  #6400 opened Mar 21, 2025

• [Bug]: When reasoning is enabled and the create chat completion API is called, the response data...

  #6399 opened Mar 21, 2025

• [Bug]: Cannot retrieve the external knowledgebase on ragflow from dify

  #6397 opened Mar 21, 2025

• The dataset in the knowledge base shows signs of garbled characters.

  #6394 opened Mar 21, 2025

• [Bug]: How can we add bge-reranker-large to Ragflow?

  #6392 opened Mar 21, 2025

• [Bug]: 'NoneType' object is not iterable vllm embedding model

  #6389 opened Mar 21, 2025

• [Question]: Max tokens option not found

  #6379 opened Mar 21, 2025

• [Question]: why task_executor occupy too much memory

  #6378 opened Mar 21, 2025

• The file status is not clear after being uploaded

  #6375 opened Mar 21, 2025

• [Question]:Split blocks with large differences in length

  #6368 opened Mar 21, 2025

• [Feature Request]: Is it possible to edit the model's system prompt words when creating an agent?

  #6365 opened Mar 20, 2025

• [Question]: How can I keep a section of text intact without being split into blocks? How to customize block segmentation？

  #6364 opened Mar 20, 2025

• [Feature Request]: Improve UI for 'set metadata' field

  #6363 opened Mar 20, 2025

• [Bug]: Missing Characters in Thought Chain When Using API for Inference

  #6362 opened Mar 20, 2025

• [Question]: Still using Deepdoc although I set Ollama model as parsing model?

  #6360 opened Mar 20, 2025

• [Feature Request]: Document Filtering

  #6358 opened Mar 20, 2025

• [Question]: question related to stream:true response from api and increasing response speed

  #6357 opened Mar 20, 2025

• [Bug]: Reference invalidation

  #6356 opened Mar 20, 2025

• [Question]: The parameters in the Begin component cannot be updated via the HTTP API /api/v1/agents/{agent_id}/completions; they always retain the values assigned during the initial creation of the agent session.

  #6353 opened Mar 20, 2025

• [Question]: The input (140999 tokens) is longer than the model's context length (128000 tokens).

  #6352 opened Mar 20, 2025

• [Question]: Search Test encounter BadRequestError('search_phase_execution_exception', meta=ApiResponseMeta(status=400)...

  #6349 opened Mar 20, 2025

• [Bug]: Issues with Adding Models Using the Hugging Face Hub Module

  #6348 opened Mar 20, 2025

• [Question]: got exception DoesNotExist What is the error?

  #6347 opened Mar 20, 2025

• [Question]: Someone can offer me some steps for upgrade from 0.16.0 to 0.17.2. I don't know how to update correctly.

  #6346 opened Mar 20, 2025

• [Question]: Problems encountered when compiling the source code of RAGFlow's front-end project

  #6345 opened Mar 20, 2025

• [Question]: The value of chunk_num and total is inconsistent

  #6344 opened Mar 20, 2025

• [Question]: how to use search feature with api

  #6343 opened Mar 20, 2025

• [Question]: mysql initialize specified it the data directory files in it, Aborting

  #6339 opened Mar 20, 2025

• [Question]: Support for different versions of RAGFlow basic services

  #6338 opened Mar 20, 2025

• [Bug]: Agent email bug

  #6337 opened Mar 20, 2025

• [Question]: chat assistant cannot find the information of the referenced dataset

  #6335 opened Mar 20, 2025

• [Bug]: After upgrading, column "permission" does not exist, migrate-db() seems to be not executing properly

  #6334 opened Mar 20, 2025

• [Question]: Can RAG be used for knowledge base isolation?

  #6332 opened Mar 20, 2025

• [Question]: how much size of gpu should i use to deploy ragflow？

  #6324 opened Mar 20, 2025

• [Question]: The application request to the RAGFlow interface timed out, but the RAGFlow logs show that the request was not received this time.

  #6317 opened Mar 20, 2025

• [Question]: Agent talk nonsense!

  #6314 opened Mar 20, 2025

• [Question]: Error parse data with lmm limit token

  #6308 opened Mar 20, 2025

• [Question]: The maximum length of file upload names is limited

  #6304 opened Mar 20, 2025

• [Feature Request]: Add a "disable public registration" setting.

  #6303 opened Mar 20, 2025

• [Question]: MySQL has been detected to have a security vulnerability, how to use the manufacturer's upgrade patch to fix the vulnerability?

  #6302 opened Mar 20, 2025

• [Question]: I deployed the rerank model using vLLM and successfully configured the settings, but I encountered a 404 error during the knowledge base test.

  #6301 opened Mar 20, 2025

• [Question]: categorize in agent works weird.

  #6300 opened Mar 20, 2025

• [Bug]: graph can't display

  #6298 opened Mar 20, 2025

• [Question]: Are chunks automatically added with their corresponding embeddings when using add_chunk method from python api?

  #6296 opened Mar 19, 2025

• [Feature Request]: light rag and graph rag language switch

  #6295 opened Mar 19, 2025

• [Question]: How can I hide the light bulb icon above the dialogue when I embed my chat assistant into my website？

  #6294 opened Mar 19, 2025

• [Question]: Can mysql container subtitute for the local mysql service?

  #6293 opened Mar 19, 2025

• [Question]: When parsing a document under the maximum token limit preset by the model, an error is reported indicating that the input tokens exceed the model's limit. How should this issue be debugged and resolved?

  #6291 opened Mar 19, 2025

• [Bug]: Knowledge graphs generated by Light RAG disappear in the frontend.

  #6289 opened Mar 19, 2025

• [Feature Request]: Multiple answer generations cannot run concurrently, resulting in long execution times. Requesting to add concurrent execution functionality.

  #6288 opened Mar 19, 2025

• [Bug]: Cannot add new entities to the general GraphRAG; after adding, the generation cannot recognize them

  #6287 opened Mar 19, 2025

• [Question]: whats matter with my ragflow, I cant enter web UI

  #6286 opened Mar 19, 2025

• [Question]: There is no reference to the knowledge base in the conversation

  #6283 opened Mar 19, 2025

• [Feature Request]: Added searxng interface to the chat page

  #6281 opened Mar 19, 2025

• [Bug]: Miss layout matching when parsing papers.

  #6277 opened Mar 19, 2025

• [Question]: Does it support Faiss or Milvus vector databases? What are the options to switch from ES to Faiss or Milvus?

  #6273 opened Mar 19, 2025

• [Question]: Where has the 'Knowledge Graph' slicing method gone in a locally deployed environment?

  #6271 opened Mar 19, 2025

• [Bug]: The Knowledge Base does not respond when uploading files in batches through folders.

  #6269 opened Mar 19, 2025

• [Feature Request]: JSON API response

  #6266 opened Mar 19, 2025

• [Question]: "If no rerank model is set up when building a robot, will the entire RAG process no longer have the reranking step?"

  #6260 opened Mar 19, 2025

• [Bug]: the parse operation takes too much time

  #6253 opened Mar 19, 2025

• [Question]:How to improve the efficiency of document parsing in OCR and layout ？

  #6252 opened Mar 19, 2025

• [Bug]:

  #6250 opened Mar 18, 2025

• [Bug]: OpenAI compatible API with IONOS doesn't work

  #6248 opened Mar 18, 2025

• [Bug]: Nan appears in the data

  #6247 opened Mar 18, 2025

• [Bug]: AssertionError(\"There have to be an 'Answer' component.\")

  #6246 opened Mar 18, 2025

• [Bug]: Can't find model for *****/tts/FunAudioLLM/CosyVoice2-0.5B@SILICONFLOW

  #6244 opened Mar 18, 2025

• [Bug]: Function rag.utils.get_float() parameter v=0.13927435874938965 violates type hint str

  #6238 opened Mar 18, 2025

• [Question]: You do not own the assistant

  #6233 opened Mar 18, 2025

• [Feature Request]: Add support to gemini-embedding-exp-03-07

  #6232 opened Mar 18, 2025

• [Bug]: When I only sent "bom", I found the prompt was modified to: You are a Database Administrator. You need to check the fields of the following tables based on the user's list of questions and write the SQL corresponding to the last question.

  #6230 opened Mar 18, 2025

• [Question]: When uploading images in a conversation, cannot be recognized

  #6228 opened Mar 18, 2025

• [Feature Request]: When parsing DOCX or PDF files, tables and titles (a line of text above the table) need to be kept as a single, complete block

  #6227 opened Mar 18, 2025

• [Question]: After ragflow uploads multiple documents, it stops parsing for 12 hours in the middle, and then automatically turns on the analysis. How to troubleshoot the reason?

  #6223 opened Mar 18, 2025

• [Question]: Where is the script for general parsing?

  #6219 opened Mar 18, 2025

• [Question]: Why are there multiple </think> tags in the response data returned by the /completion interface?

  #6217 opened Mar 18, 2025

• [Bug]: An exception was encountered while querying api/v1/datasets.

  #6216 opened Mar 18, 2025

• [Question]: production deployment

  #6213 opened Mar 18, 2025

• Regarding the problem of API calls in Ragflow

  #6210 opened Mar 18, 2025

• [Bug]: Can't get image for elasticsearch

  #6209 opened Mar 18, 2025

• [Bug]: docker-machine is deprecated

  #6208 opened Mar 18, 2025

• [Bug]: session.ask() doesn't support stream=False

  #6206 opened Mar 18, 2025

• [Question]: When changing the content of a slice, selecting the "enable/disable" button for this slice causes the slice to be misplaced and not in the context of the original text

  #6203 opened Mar 18, 2025

• [Question]:How can I use only the answer part from QA knowledge for LLM?

  #6201 opened Mar 18, 2025

• [Question]: How to extract the file processing part separately as a tool

  #6195 opened Mar 18, 2025

• [Feature Request]: Add Qwen/QwQ-32B in modelscope

  #6193 opened Mar 18, 2025

• [Bug]: Error install with helm

  #6191 opened Mar 18, 2025

• [Question]: Add Ollama LLM's only without API-Key

  #6189 opened Mar 17, 2025

• [Bug]: ragflow-server can't connect to es01

  #6186 opened Mar 17, 2025

• [Question]: Transaction Conflict Error in update_nodes_pagerank_nhop_neighbour (InfinityException 4002)

  #6184 opened Mar 17, 2025

• [Question]: How to use img2text with Ollama?

  #6183 opened Mar 17, 2025

• [Question]: Where "thumbs up" are stored?

  #6182 opened Mar 17, 2025

• [Bug]: the tavily doesn't work

  #6181 opened Mar 17, 2025

• [Bug]:wrong config with helm chart

  #6180 opened Mar 17, 2025

• [Bug]: Remove max_tokens settings in HTTP and Python API references

  #6178 opened Mar 17, 2025

• [Question]: error when use KG search , error:" float() argument must be a string or a real number, not 'NoneType'"

  #6177 opened Mar 17, 2025

• [Question]: Embed agent with Begin Input Parameters to Webpage

  #6172 opened Mar 17, 2025

• [Question]: Is is possible to use this without Docker?

  #6171 opened Mar 17, 2025

• [Bug]: [ERROR]Fail to bind embedding model: NCCL Error 2: unhandled system error (run with NCCL_DEBUG=INFO for details)

  #6170 opened Mar 17, 2025

• [Bug]: Retrieval module truncates input prompts to 2048 tokens when using Ollama as Inference Provider

  #6163 opened Mar 17, 2025

• [Question]: Entity type problem when obtaining knowledge graph.

  #6161 opened Mar 17, 2025

• [Bug]: KeyError: 'results'

  #6157 opened Mar 17, 2025

• Feat: How to use Langfuse to trace Ragflow python-api

  #6155 opened Mar 17, 2025

• [Feature Request]: add the max block to 8096

  #6153 opened Mar 17, 2025

• [Question]: How to integrate third-party IdP (Identity Provider) SSO (Single Sign-On) with Ragflow

  #6147 opened Mar 17, 2025

• [Feature Request]: Restricting Download Files

  #6146 opened Mar 17, 2025

• [Question]: Back up database

  #6142 opened Mar 17, 2025

• [Bug]: System Memory release problem.

  #6141 opened Mar 16, 2025

• [Question]: Retrieval Testing Fails with 10 Items per Page but Works with 100 - Pagination Affects Search Results Accuracy

  #6140 opened Mar 16, 2025

• [Bug]: The Retrieval module in the agent construction is unable to retrieve data from the knowledge base, and the recall results are all empty.

  #6139 opened Mar 16, 2025

• [Question]: When adding a chat model from Gpustack, if you enable vision support, a KeyError will be prompted.

  #6138 opened Mar 16, 2025

• [Bug]: Can't iterate over documents with number of chunks > 1000

  #6137 opened Mar 16, 2025

• [Question]: Recall knowlege typeerror with rerank model

  #6136 opened Mar 16, 2025

• [Feature Request]: Objective: When a user submits a document, only add the task to the queue instead of parsing immediately, to avoid blocking the UI.

  #6135 opened Mar 16, 2025

• [Question]: The knowledge base resolves configuration consistency problems.

  #6133 opened Mar 16, 2025

• [Bug]: Click login and there is no response. The interface displays a registerServer error, error 502

  #6128 opened Mar 15, 2025

• [Feature Request]: Map local data storage directory

  #6127 opened Mar 15, 2025

• [Bug]: ragflow keeps looping output, gpu usage is 100 percent, and sometimes this happens.

  #6126 opened Mar 15, 2025

• [Question]: A question of ragflow API

  #6124 opened Mar 15, 2025

• [Question]: Can the maximum top k value of 2048 be exceeded?

  #6122 opened Mar 15, 2025

• [Feature Request]: I would like to request an API from Ragflow that provides paginated chat history based on a session_id

  #6121 opened Mar 15, 2025

• [Question]: I am parsing the document and the backend reports the following error

  #6120 opened Mar 15, 2025

• [Question]: Can't use Generate component as the input of Retrieval component in agent

  #6119 opened Mar 15, 2025

• [Question]: Best practices for a data-ware-house knowlege base?

  #6117 opened Mar 14, 2025

• [Question]: macOS cannot upload pptx file

  #6116 opened Mar 14, 2025

• [Question]: build nginx proxy

  #6115 opened Mar 14, 2025

• [Bug]: If a table response is requested, there is a line at the end of the table showing the cited source information

  #6113 opened Mar 14, 2025

• [Bug]: Wrong response from tool on using a numerical chart for RAG

  #6112 opened Mar 14, 2025

• [Feature Request]: Active Directory Authentication

  #6111 opened Mar 14, 2025

• [Question]: Inquiry About LLM Configuration for Accurate Knowledge Base Responses

  #6107 opened Mar 14, 2025

• [Bug]: Update Document HTTP API Returns Success Code but Fails to Apply Changes for Non-Editable Properties

  #6104 opened Mar 14, 2025

• Some problems of GPU version

  #6102 opened Mar 14, 2025

• [Bug]: HTTP API Lacks Type and Valid Value Checks for all parameters under parser_config During Document update

  #6098 opened Mar 14, 2025

• [Feature Request]: Localization database support

  #6097 opened Mar 14, 2025

• [Question]: Is there any way to upgrade ragflow 0.16 to the latest version and migrate the previous data

  #6091 opened Mar 14, 2025

• [Feature Request]: Enhanced Access Control & Security Features

  #6090 opened Mar 14, 2025

• [Question]: Novice, seek help from the boss - prompt for gateway timeout issue

  #6089 opened Mar 14, 2025

• [Question]: Why is data lost every time an update is made? If data is lost every time an update is made, the maintenance cost will be too high.

  #6087 opened Mar 14, 2025

• [Question]: using the dingtalk by chatgpt-on-wechat failed

  #6086 opened Mar 14, 2025

• [Bug]: the rag_tokenizer has infinite recursive in dfs_()

  #6085 opened Mar 14, 2025

• [Question]: Why does Ragflow keep saying the knowledge base is empty?

  #6082 opened Mar 14, 2025

• [Feature Request]:1. How to build agentic RAG with code instead of interactive workflow. 2. Pls show a tutorial that build agentic RAG in the interactive workflow [Feature Request]:

  #6075 opened Mar 14, 2025

• [Question]: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.

  #6071 opened Mar 14, 2025

• [Bug]: NaN appears in the data returned after the operator is run, causing the agent page to not display properly.

  #6065 opened Mar 14, 2025

• [Bug]: Can't add Azure OpenAI models，max_tokens unsupported

  #6063 opened Mar 14, 2025

• [Question]: How to use knowledge grapg？

  #6061 opened Mar 14, 2025

• [Question]: How to retrieve the number of tokens used for model interaction via API

  #6059 opened Mar 14, 2025

• [Bug]: When I try the accept team invite, shows this error:Network anomaly There is an abnormality in your network and you cannot connect to the server.

  #6056 opened Mar 14, 2025

• [Question]: Where did Redis go

  #6054 opened Mar 13, 2025

• [Bug]: Exceptions from Trio nursery (1 sub-exception) -- 'NoneType' object is not callable

  #6053 opened Mar 13, 2025

• [Bug]: the commands for develop from source is unavailable

  #6050 opened Mar 13, 2025

• [Question]: why upload file size is limited to 10 m? the default setting is 128m

  #6049 opened Mar 13, 2025

• [Question]: Why can't I import the HuggingFace large model deployed with FastAPI into RagFlow?

  #6048 opened Mar 13, 2025

• [Question]: It occurs an error with elasticsearch after updating the ragflow version to v0.17.2

  #6046 opened Mar 13, 2025

• [Question]: Does ragflow support retrieving data from a specified URL? Or extracting data from a specified URL as a knowledge base

  #6044 opened Mar 13, 2025

• [Bug]: mysql: rag_flow.document:parser_id always "naive"

  #6043 opened Mar 13, 2025

• [Question]: What is the best way to handle the results returned by the API using the Marked component in the Vue framework

  #6042 opened Mar 13, 2025

• [Question]: Inquiry Regarding 【Infinigence AI】 Integration

  #6040 opened Mar 13, 2025

• [Question]: Web crawling and contend extraction

  #6037 opened Mar 13, 2025

• [Feature Request]: Please add an option to the knowledge base to share it with everyone.

  #6036 opened Mar 13, 2025

• [Bug]: The result of pdf parser in my test case is not good, the result is messy, and lose a lot of contents

  #6035 opened Mar 13, 2025

• [Bug]: Unable to upload to knowledge base/file manager file larger than 2GB

  #6034 opened Mar 13, 2025

• [Bug]: Error response from daemon: manifest for infiniflow/ragflow:v0.17.2 not found: manifest unknown: manifest unknown

  #6029 opened Mar 13, 2025

• [Bug]: In Chinese input mode, if you want to type a few English letters, press Enter, but the message will be sent out

  #6026 opened Mar 13, 2025

• [Feature Request]: HippoRAG 2 Support

  #6024 opened Mar 13, 2025

• [Question]: How to delete an account?

  #6019 opened Mar 13, 2025

• [Question]: Unable to find term.freq file

  #6013 opened Mar 13, 2025

• [Question]: Can't open ragflow-server because can't find file or directory: /service_conf.yaml

  #6012 opened Mar 13, 2025

• [Bug]: Attachment preview failed

  #6009 opened Mar 13, 2025

• [Bug]: Can't set the context length in the agent?

  #6008 opened Mar 13, 2025

• [Question]: An error occurred while parsing the DOC document. Replacing it with a DOCX file resolved the issue.

  #6005 opened Mar 13, 2025

• [Question]: Internal server error while chunking: Coordinate lower is less than upper.

  #6004 opened Mar 13, 2025

• [Question]: embedding an iframe into a website, both input boxes will no longer be displayed. What should I do?

  #6003 opened Mar 13, 2025

• [ Question ]: I've added Olama and I've configured deepseek r1, But why is it shown as null in the system model Settings? img 2txt and speech 2txt also appear empty, Are these models no longer available by default in 0.17.1 full?

  #6002 opened Mar 13, 2025

• [Bug]: Unable to know of the use of Deepdoc when creating dataset via API

  #5998 opened Mar 12, 2025

• [Question]: Maintain my configuration during update ragflow.

  #5996 opened Mar 12, 2025

• [Bug]: After changing the object storage from minio to oss, the previously minio data will be missing a layer of directory when migrated to oss. It is recommended that oss set the prefix_path to dynamic

  #5995 opened Mar 12, 2025

• ragflow has been upgraded from 0.12 to 0.17, using the original mysql database. When parsing documents, the knowledge graph has been opened, but the knowledge graph still cannot be generated

  #5992 opened Mar 12, 2025

• [Bug]:Task is abandoned after 3 times attempts

  #5987 opened Mar 12, 2025

• [Question]: Regarding image search

  #5984 opened Mar 12, 2025

• [Question]: I started the service using docker, and the logs showed that both Elasticsearch and Infinity failed, resulting in an inability to log in to the web page

  #5980 opened Mar 12, 2025

• [Question]: AUTH <password> called without any password configured for the default user. Are you sure your configuration is correct? Failed to launch ragflow service from source

  #5975 opened Mar 12, 2025

• [Feature Request]: User permission system

  #5965 opened Mar 12, 2025

• [Question]: I can add the local rerank model, but the system model Settings cannot set the model I added

  #5963 opened Mar 12, 2025

• [Question]: Where is the max workers settings in graph extractor?

  #5958 opened Mar 12, 2025

• [Question]: How do I use the built-in models of Ragflow?

  #5955 opened Mar 12, 2025

• [Question]: answer won't follow the output format specified in the system prompt

  #5952 opened Mar 12, 2025

• [Question]: Is There a Way to Return Original Images During Search?

  #5951 opened Mar 12, 2025

• [Bug]: When parsing a knowledge base document, all parsed historical documents will be flashed as error messages

  #5950 opened Mar 12, 2025

• [Bug]: When the keyword match exceeds a certain length, the prompt is replaced by the system.

  #5948 opened Mar 12, 2025

• [Bug]: Model not found, uid: qwen2.5-instruct-0'

  #5946 opened Mar 12, 2025

• [Bug]: ragflow/api/db/db_models.py", line 355, in lock raise Exception(f'failed to acquire lock {self.lock_name}')

  #5945 opened Mar 11, 2025

• [Question]: Still unable to restrict rate limit when generating knowledge graph

  #5942 opened Mar 11, 2025

• [Bug]: SQL Syntax Error in GraphRAG due to Incorrect Field Name and Unescaped Quotes

  #5939 opened Mar 11, 2025

• [Question]: where config the AccessKeyId of Minio in ragflow

  #5938 opened Mar 11, 2025

• [Question]: I have a few questions about RagFlow's clustering capabilities that I'd like to ask

  #5933 opened Mar 11, 2025

• [Question]: As shown in the figure, the knowledge base document parsing failure, how to solve?

  #5932 opened Mar 11, 2025

• [Feature Request]: dataset filter by parsing status

  #5931 opened Mar 11, 2025

• [bug]: Unable to Connect to VLLM Model from Ragflow Interface Despite LAN Accessibility

  #5926 opened Mar 11, 2025

• [Question]: Categorize component is not working fine, is there a problem with my setup?

  #5925 opened Mar 11, 2025

• [Bug]: Data Retrieval Issues with Multiple Knowledge Bases in Agent

  #5919 opened Mar 11, 2025

• [Feature Request]: Concurrency control for LLM calls while generating knowledge graph

  #5917 opened Mar 11, 2025

• [Bug]: Empty name Accepted in Dataset Updates via HTTP API

  #5915 opened Mar 11, 2025

• [Question]: Error code: 400 - 'This model only support stream mode, please enable the stream parameter to access the model.

  #5912 opened Mar 11, 2025

• [Question]: Why repeatedly extract entities

  #5911 opened Mar 11, 2025

• [Question]: Batch uploading files in the knowledge base is unresponsive

  #5909 opened Mar 11, 2025

• [Bug]: Deploy on Nvidia 5080, Docker starts with GPU configuration, and the knowledge base parses the document with an error.

  #5907 opened Mar 11, 2025

• [Question]: Knowledge graph construction is extremely slow when using LightRAG. Are there any solutions that can accelerate this extraction process?

  #5904 opened Mar 11, 2025

• [Bug fixed]: mysql startup error in macos

  #5893 opened Mar 11, 2025

• [Feature Request]: Support adding model provider easily, since the model list can't be updataed in time.

  #5891 opened Mar 11, 2025

• [Bug]: DeepSeek-R1-Distill-Qwen-32B-Q5_K_M.gguf can't normally use by ragflow

  #5887 opened Mar 11, 2025

• [Question]: Does user_default_llm in service_conf.yaml.template support Azure-OpenAI?

  #5886 opened Mar 11, 2025

• [Bug]: Broken API "v1/document/run"

  #5885 opened Mar 11, 2025

• [Question]: Multi-turn optimization open，resulting in empty response information?

  #5883 opened Mar 11, 2025

• [Question]: How to recognize pictures; qwen-vl will report ERROR: url error, please check url! ;

  #5875 opened Mar 11, 2025

• [Question]: KG extraction: Requests rate limit exceeded.

  #5874 opened Mar 11, 2025

• [Feature Request]: task max exec time

  #5873 opened Mar 11, 2025

• [Question]: 【invoke component】How to use the invoke component to send post and get requests, and how to write the request body of a post request? How to pass a Get request?

  #5872 opened Mar 11, 2025

• [Question]: how to serve bge-reranker-v2-m3 and bge-large-zh-v1.5 in RAGFlow?

  #5871 opened Mar 11, 2025

• [Question]: "Can the qwq-plus model be added?"

  #5869 opened Mar 10, 2025

• [Question]: How to restrict api models' tokens cosuming rate?

  #5867 opened Mar 10, 2025

• [Question]: Chunk WORD files，xxxkm/h lost.

  #5862 opened Mar 10, 2025

• [Question]: can ragflow use postgres instread of mysql

  #5860 opened Mar 10, 2025

• [Question]: Why does the content I send get duplicated in both the system and user fields when I call the API

  #5859 opened Mar 10, 2025

• [Question]: All by backend API, is that possible?

  #5853 opened Mar 10, 2025

• [Question]: The official documentation's instructions for using self-built Docker images appear to be incorrect？

  #5852 opened Mar 10, 2025

• [Bug]: Missing Type Validation for page, page_size, orderby, desc in HTTP API list datasets

  #5851 opened Mar 10, 2025

• [Bug]: Apply “Table” to excel，abnormal llm behavior.

  #5850 opened Mar 10, 2025

• ERROR:root:Generate embedding error:Error code: 400 - {'detail': '[address=0.0.0.0:21351, pid=92] Model not found, uid: gte_Qwen2-1.5B-instruct-0'}

  #5848 opened Mar 10, 2025

• [Bug]: When parsing text in a "naive" way, some chunks will be missing.

  #5846 opened Mar 10, 2025

• [Question]: elastic_transport.COnnectionError:Connection error caused by:ProtocolError('Connection aborted')

  #5845 opened Mar 10, 2025

• [Question]: agent with web-crawler

  #5840 opened Mar 10, 2025

• [Question]: The user_default_llm which set in service_conf.yaml.template doesn't work

  #5838 opened Mar 10, 2025

• [Question]: Container ragflow-server Starting Error

  #5836 opened Mar 10, 2025

• [Feature Request]: Support for dynamic passing of Knowledge Base IDs and Knowledge Base File IDs during API dialogs

  #5833 opened Mar 10, 2025

• [Question]:

  #5832 opened Mar 10, 2025

• [Question]: Performance Comparison: Single File Upload vs. Multiple File Uploads in Ragflow

  #5831 opened Mar 10, 2025

• [Feature Request]: Large agent flow

  #5829 opened Mar 10, 2025

• [Question]: use `docker-compose-base.yml` database question

  #5827 opened Mar 10, 2025

• [Bug]: language disorder in chat.

  #5823 opened Mar 10, 2025

• [Bug]: KG generation failure.

  #5819 opened Mar 10, 2025

• [Bug]: pdf ocr failed with msg: Pdf object has no attribute page_images

  #5816 opened Mar 10, 2025

• [Question]: Multi-round conversation fail in Agent. Is this a bug?

  #5814 opened Mar 10, 2025

• [Question]: [ERROR]Fail to bind embedding model: [Errno 111] Connection refused

  #5813 opened Mar 9, 2025

• [Bug]: Intermittent Output Delays and Premature Truncation in Local Knowledge Base Setup`

  #5812 opened Mar 9, 2025

• [Question]: Infinity Service Becomes Unavailable After Parsing Several Documents in RAGFlow-v0.17.0 Docker Deployment on CentOS7

  #5809 opened Mar 9, 2025

• [Feature Request]: Siliconflow model list updates.

  #5806 opened Mar 9, 2025

• [Bug]: 400 Bad Request when asking model the three time using openai-api-compatible

  #5804 opened Mar 9, 2025

• [Question]: Mac OS build failed

  #5801 opened Mar 8, 2025

• [Question]:A Switch component Where can I set "or" when the actual component only has "and"?

  #5800 opened Mar 8, 2025

• [Question]: chunk method does not have Keyword and Question

  #5793 opened Mar 8, 2025

• [Feature Request]: Is there any chance to backup and restore / migrate the knowledge base?

  #5792 opened Mar 8, 2025

• [Bug]:openai.APIConnectionError: Connection error.

  #5791 opened Mar 8, 2025

• [Bug]: Issue with Markdown Code Blocks Breaking Frontend Layout

  #5789 opened Mar 7, 2025

• [Feature Request]: feat(OpenRouter): Support Specifying OpenRouter Model Provider

  #5787 opened Mar 7, 2025

• [Feature Request]: Can we add configuration items for customizing the API request rate and token quantity?

  #5786 opened Mar 7, 2025

• [Question]: mistral-ocr-latest - Document OCR processor

  #5782 opened Mar 7, 2025

• [Question]: Create structured output in RAG Flow

  #5781 opened Mar 7, 2025

• [Feature Request]: Some suggestions for Keyword and Retrieval components

  #5777 opened Mar 7, 2025

• [Question]: GPU is not used when using ollama?

  #5775 opened Mar 7, 2025

• [Question]: If I want to modify the login page, how to make it?

  #5773 opened Mar 7, 2025

• [Question]: Bad performance for locally deplyed LLM.

  #5771 opened Mar 7, 2025

• [Question]: tavily not work.

  #5766 opened Mar 7, 2025

• [Question]: Time based queries

  #5758 opened Mar 7, 2025

• [Question]: Multi-turn optimization open，After multiple rounds of dialogue, regardless of what questions are asked subsequently, an empty response message will be returned directly

  #5756 opened Mar 7, 2025

• [Question]: python api，session.ask. Streamly, how?

  #5754 opened Mar 7, 2025

• [Question]: `npm run dev` failure.

  #5753 opened Mar 7, 2025

• [Bug]: Error 109 was reported after uploading pdf file

  #5744 opened Mar 7, 2025

• [Question]: LocalAIChat How to set num_ctx in ollama

  #5743 opened Mar 7, 2025

• [Feature Request]: Update documents' meta_fields api doesn't work

  #5741 opened Mar 6, 2025

• [Question]: I have installed the embed model, so why can't the page be displayed?

  #5738 opened Mar 6, 2025

• [Question]: How to start Huawei 910b NPU graphics card with ARM architecture and want to use graphics card acceleration

  #5737 opened Mar 6, 2025

• [Question]: How to use NPU

  #5736 opened Mar 6, 2025

• [Question]: question on GraphRAG

  #5734 opened Mar 6, 2025

• [Question]: The `Extract knowledge graph` General and Light Problem

  #5731 opened Mar 6, 2025

• [Question]: Can I edit prompt and agent in my workflow through programming interface?

  #5726 opened Mar 6, 2025

• [Question]: Can't deploy RAGFlow using docker.

  #5725 opened Mar 6, 2025

• [Question]: Using the customer service template in ragflow workflow to try multiple rounds of conversation will appear.

  #5718 opened Mar 6, 2025

• [Question]: Cannot find embedding models after "Build a Docker image including embedding models"

  #5717 opened Mar 6, 2025

• [Question]: How to improve document parsing speed through GPU

  #5711 opened Mar 6, 2025

• [Bug]:Information in Chinese cannot be searched in English

  #5710 opened Mar 6, 2025

• [Bug]: The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application

  #5708 opened Mar 6, 2025

• [Bug]: Error: Expecting value: line 1 column 1(char 0)

  #5705 opened Mar 6, 2025

• [Feature Request]: Add a self-check mechanism to chat assistant configurations

  #5703 opened Mar 6, 2025

• [Feature Request]:Whether the knowledge graph extracted from the document can specify the relationship, and save the extracted data in the graph database such as (neo4j)

  #5701 opened Mar 6, 2025

• [Question]: Thinking process disappear in Agent

  #5699 opened Mar 6, 2025

• [Question]: vLLM run deepseek-r1 model the response lost start <think>

  #5698 opened Mar 6, 2025

• [Question]: RAGFlow proxy setting.

  #5694 opened Mar 6, 2025

• [Bug]: agent loading failure.

  #5685 opened Mar 6, 2025

• [Question]: Add the visual page after extracting the entities.

  #5680 opened Mar 5, 2025

• [Bug]: Running the Categorize component independently is normal.

  #5677 opened Mar 5, 2025

• [Question]: chat problem,'code': 50508, 'message': 'System is too busy now. Please try again later

  #5676 opened Mar 5, 2025

• [Question]: RAGFLOW cannot output correct answer when the knowledge base files are relatively complex

  #5675 opened Mar 5, 2025

• [Question]: Why titles of my documents were parsed repeatedly?

  #5674 opened Mar 5, 2025

• [Bug]: TypeError("'float' object is not iterable")

  #5673 opened Mar 5, 2025

• [Feature Request]: Does ragflow supports self define Python script execution?

  #5672 opened Mar 5, 2025

• [Feature Request]: Issue on chat

  #5671 opened Mar 5, 2025

• embedded web page be deployed to the cloud

  #5669 opened Mar 5, 2025

• [Feature Request]: bulk start parsing document, add whether reuse previous chunks confirmation popup

  #5666 opened Mar 5, 2025

• [Question]: support grok.ai

  #5664 opened Mar 5, 2025

• [Question]: How to cannel a document parse process through backend？

  #5660 opened Mar 5, 2025

• [Feature Request]: embedding rerank text-embeddings-inference support

  #5658 opened Mar 5, 2025

• [Question]: Fail to bind LLM used by RAPTOR: Expecting value: line 10 column 1 (char 9)

  #5656 opened Mar 5, 2025

• [Question]: What does "positions" in the reference returned by the chat interface mean?

  #5648 opened Mar 5, 2025

• [Bug]: When exeSql executes a query, if the field is (mysql bigint), it returns an error, suspected to be a loss of precision.

  #5647 opened Mar 5, 2025

• [Bug]: This model's maximum context length is 8192 tokens. However, you requested 8598 tokens (3478 in the messages, 5120 in the completion). Please reduce the length of the messages or completion

  #5646 opened Mar 5, 2025

• [Question]: default language

  #5643 opened Mar 5, 2025

• [Question]: Max token parameter didn't work.

  #5640 opened Mar 5, 2025

• [Question]: How to add models of Qwen into RAGFlow

  #5639 opened Mar 5, 2025

• [Question]: Unable to refer to retrieval result

  #5638 opened Mar 5, 2025

• [Feature Request]: OpenAI-Compatible API attachment files

  #5637 opened Mar 5, 2025

• [Feature Request]: Sync Parse Document API

  #5635 opened Mar 5, 2025

• [Question]: deepseek not work fine with ragflow

  #5632 opened Mar 5, 2025

• [Question]: File uploading failure on chat window.

  #5630 opened Mar 5, 2025

• [Question]: After Entities extraction progress, which model works to finish the Knowledge graph? Chat model or embedding model?

  #5628 opened Mar 5, 2025

• [Question]: How can team members share knowledge bases, chats, and agents?

  #5625 opened Mar 5, 2025

• [Question]: No such file or directory: '/ragflow/conf/service_conf.yaml'

  #5624 opened Mar 5, 2025

• [Question]: Symptom For ragflow deployed in an offline environment, the page for accessing port 80 is blank.

  #5623 opened Mar 5, 2025

• [Bug]: Agent page turns blank

  #5622 opened Mar 5, 2025

• [Question]: Will text2sql support IBM DB2?

  #5617 opened Mar 4, 2025

• [Question]: Attempt to Export and Import Knowledge Base Failed, Seeking Guidance

  #5609 opened Mar 4, 2025

• [Question]: Fail to access model (deepseek-r1:70b). ERROR: string indices must be integers.

  #5607 opened Mar 4, 2025

• [Question]: Is deep research function using tavily available now?

  #5601 opened Mar 4, 2025

• [Question]: What type of GPU and how many GPUs are recommended to fasten the speed of parsing files?

  #5598 opened Mar 4, 2025

• [Question]: Concentrator component has it been deprecated? This component is highly needed, are there any plans for further development?

  #5595 opened Mar 4, 2025

• [Question]: Too Slow~~~~~..

  #5592 opened Mar 4, 2025

• [Question]: I encountered an issue where the installation of pyicu==2.14 failed when I was running `uv sync --python 3.10 --all-extras`.

  #5589 opened Mar 4, 2025

• [Bug]: After the file parsing failed, I restarted the image and then tried to parse the file again. I chose not to clear the existing chunks, and then the process just stalled.

  #5582 opened Mar 4, 2025

• After launching the Docker image in WSL2,open the http://127.0.0.1 displays the Nginx page

  #5580 opened Mar 4, 2025

• [Bug]: Exception in calling the gpustack API interface

  #5579 opened Mar 4, 2025

• [Bug]: network anomaly There is an abnormality in your network and you cannot connect to the server.

  #5578 opened Mar 3, 2025

• [Bug]: Is it a bug of the new release v0.17.0 or just the embedding issue?

  #5573 opened Mar 3, 2025

• [Bug]: PDF preview under File Management -<Unauthorized '401: Unauthorized'>

  #5571 opened Mar 3, 2025

• [Question]: When I use HTTP API to retrieve chunks, why do I get strange results (as shown in the picture)? For example: \u6280

  #5570 opened Mar 3, 2025

• [Bug]: after addding knowledge base to assistant, ragflow cannot recognize number

  #5569 opened Mar 3, 2025

• [Question]: How to use proxy in RAGFlow?

  #5568 opened Mar 3, 2025

• [Question]: MySQL is down after update to ragflow:nightly

  #5563 opened Mar 3, 2025

• [Question]: ragflow server error

  #5562 opened Mar 3, 2025

• [Question]: Turn on the Reasoning function and an error will be reported during the chat.

  #5560 opened Mar 3, 2025

• [Question]: Login error

  #5559 opened Mar 3, 2025

• [Question]: How can I avoid transmitting the file names from the knowledge base?

  #5557 opened Mar 3, 2025

• [Bug]: redis host can not change

  #5556 opened Mar 3, 2025

• [Question]: Status turns to `Forever` in Ollama.

  #5554 opened Mar 3, 2025

• [Question]: Default model vendor and user management issues.

  #5550 opened Mar 3, 2025

• [Question]: Is it not possible to start in source on windows?

  #5547 opened Mar 3, 2025

• [Bug]: thumbup is false after I give thumbup for message, which let it's difficult to determine the feedback status

  #5546 opened Mar 3, 2025

• [Question]: Login ERROR

  #5544 opened Mar 3, 2025

• [Question]: I build a image with embedding on MAC, but the embedding option in modal setting is empty. why? how can I debug?

  #5540 opened Mar 3, 2025

• [Question]: How do I empty the processing task queue?

  #5537 opened Mar 3, 2025

• [Question]: did internal reranker model support nvidia gpu ?

  #5536 opened Mar 3, 2025

• [Question]: I can't understand meaning of `tenants = UserTenantService.query(user_id=current_user.id)`

  #5535 opened Mar 3, 2025

• [Feature Request]: Can it support dmSql?

  #5534 opened Mar 3, 2025

• [Feature Request]: Cloudflare AI Gateway Support

  #5532 opened Mar 2, 2025

• [Bug]: deepseek official api format wrong?

  #5531 opened Mar 2, 2025

• [Question]: metadata in chunk level

  #5529 opened Mar 2, 2025

• [Question]: User input sent to LLM backend is duplicated by ragflow

  #5526 opened Mar 2, 2025

• [Feature Request]: Expand Model Support and Enable Custom Model Configuration on SiliconFlow API

  #5524 opened Mar 2, 2025

• [Bug]: Keywords and questions should not be left out, especially the last dozen or so chunks.

  #5522 opened Mar 2, 2025

• [Bug]: RAGFLOW almost perfect … but it CRASHES on GPU

  #5521 opened Mar 1, 2025

• [Bug]: ERROR:root:Fail to bind LLM used by Knowledge Graph: Error tokenizing 'Y OF TRANSPORT OF THE PEOPLE'S REPUBLIC OF CHINA'

  #5520 opened Mar 1, 2025

• [Question]: How to get the parameter list of 'llm.model_name' in /api/v1/chats

  #5519 opened Mar 1, 2025

• [Question]: Opener Add List of recommended questions

  #5517 opened Mar 1, 2025

• [Feature Request]: Shared iframe add create new conversations and history conversations

  #5516 opened Mar 1, 2025

• [Question]: The problem of slow index building

  #5514 opened Mar 1, 2025

• [Question]: The Graph community extraction process has been repeated.

  #5512 opened Mar 1, 2025

• [Question]: "Task is queued" for a long time.

  #5511 opened Mar 1, 2025

• [Question]: ERROR from my offline linux server. error response and context canceled

  #5506 opened Mar 1, 2025

• [Bug]: Fail to bind LLM used by Knowledge graph: Expecting value: line 1 column 1 (char 0)

  #5504 opened Mar 1, 2025

• [Feature Request]: Improve RAG performance using Contextual Retrieval

  #5503 opened Feb 28, 2025

• [Question]: financial table in pdf not reecognize well

  #5501 opened Feb 28, 2025

• [Feature Request]: How to divide PDF and Word documents into chapters? For example, dividing each chapter into a chunk

  #5498 opened Feb 28, 2025

• [Question]: No data can be retrieved from the knowledge base in mixed scenarios

  #5492 opened Feb 28, 2025

• [Question]: Can i use ragflow which is started with docker-compose as production deployment?

  #5489 opened Feb 28, 2025

• [Question]: How many data can ragflow support?

  #5488 opened Feb 28, 2025

• [Question]: An error occurred during the knowledge graph retrieval

  #5485 opened Feb 28, 2025

• [Question]: Where is the knowledge graph information extracted from the document stored, ES?

  #5484 opened Feb 28, 2025

• [Feature Request]: top_n for /api/v1/retrieval

  #5481 opened Feb 28, 2025

• ERROR: Tenant not found

  #5480 opened Feb 28, 2025

• [Question]: Why thinking tokens no longer exist?

  #5478 opened Feb 28, 2025

• [Question]: Please introduce the differences among several ways of chunk division, and also what the differences are for the final tags. Where can I find the introduction?

  #5477 opened Feb 28, 2025

• [Question]: docker image start error on Mac M3 Pro

  #5474 opened Feb 28, 2025

• [Question]: docker image ragflow-es-01 keeps restarting on MacOS M4 Chips

  #5466 opened Feb 28, 2025

• [Bug]: into an infinite loop while doing document parsing.

  #5465 opened Feb 28, 2025

• [Question]:Why is there no Chinese characters in the PDF analysis, only numbers?

  #5464 opened Feb 28, 2025

• [Bug]: matched document cannot be displayed

  #5463 opened Feb 28, 2025

• [Feature Request]: Can RagFlow support ctyun(ctcloud)'s API ?

  #5462 opened Feb 28, 2025

• [Question]: Fail to access embedding model(bge-large-zh-v1.5).Connection error.

  #5460 opened Feb 28, 2025

• [Feature Request]: Raptor summary optimize

  #5457 opened Feb 28, 2025

• [Bug]: Unable to create API Key after deploying with Helm

  #5456 opened Feb 27, 2025

• [Bug]: castorini/monot5-large-msmarco - Fail to access model

  #5455 opened Feb 27, 2025

• [Question]: Knowledge base permission problem

  #5452 opened Feb 27, 2025

• [Question]: Raising error when chatting

  #5450 opened Feb 27, 2025

• [Question]: If I want to replace graphrag with lightrag, which part of the source code should I modify?

  #5447 opened Feb 27, 2025

• [Question]: what kind of LLM suits knowledge graph

  #5446 opened Feb 27, 2025

• [Question]: I have configured the large model, why can't I see it when I build the chat assistant

  #5445 opened Feb 27, 2025

• [Question]: how to save user conversation history in database and use it in later conversations?

  #5443 opened Feb 27, 2025

• [Question]: what vector store DB does RagFlow using or none?

  #5442 opened Feb 27, 2025

• [Question]: After pulling the latest code from the main branch and deploying it again with Docker, why didn't I see an entry to add the VLLM model?

  #5441 opened Feb 27, 2025

• [Question]: is there any sample templates to deploy ragflow to GCP or AWS managed k8s cluster?

  #5437 opened Feb 27, 2025

• [Question]: Can we deploy document processing workers as separate container and have it horizontally scalled as needed?

  #5436 opened Feb 27, 2025

• [Bug]: The code block in the PDF is identified as a table.

  #5435 opened Feb 27, 2025

• why add this suffix for llm name?

  #5433 opened Feb 27, 2025

• [Question]: Is there anyway I can adjust the input prompt length during a chat?

  #5432 opened Feb 27, 2025

• [Question]: Bad Chinese identify

  #5430 opened Feb 27, 2025

• [Question]: How to get Agent ID

  #5429 opened Feb 27, 2025

• [Question]: Why isn't the parsed block of the docx file displayed in the order of the document when the parsing method is "General"?

  #5428 opened Feb 27, 2025

• [Question]:

  #5427 opened Feb 27, 2025

• [Question]: I configured a model in Volcano Engine, but I cannot get answers from the model. It only responds with local knowledge base results.

  #5424 opened Feb 27, 2025

• [Question]: AI search

  #5421 opened Feb 27, 2025

• [Feature Request]: Support Text Embeddings Inference (TEI)

  #5419 opened Feb 27, 2025

• [Bug]: Agent flow requires two completions of the conversation after creating a session if there are input parameters.

  #5418 opened Feb 27, 2025

• [Question]: did ragflow support xAi Grok 3?

  #5417 opened Feb 27, 2025

• [Bug]: When using the openai compatible model, the model supports and the maximum token is set to 128000, but it is still stuck within 8000 tokens and truncated.

  #5414 opened Feb 26, 2025

• [Question]: BGE model can not parse md type documents，which model could？

  #5413 opened Feb 26, 2025

• [Question]: ERROR Unable to initialize backend: decodeXLHeaders: Unknown xl header version 2

  #5412 opened Feb 26, 2025

• [Question]: Why Parsing is repeated

  #5411 opened Feb 26, 2025

• [Bug]: ERROR: NotFoundError(404, 'index_not_found_exception', 'no such index [ragflow_8717015af41611ef92970242ac120006]', ragflow_8717015af41611ef92970242ac120006, index_or_alias)

  #5410 opened Feb 26, 2025

• [Feature Request]: /reset Command to Clear Conversation Context

  #5409 opened Feb 26, 2025

• [Feature Request]: Pinning Documents or Chunks

  #5405 opened Feb 26, 2025

• [Bug]: "TypeError: not all arguments converted during string formatting" from a DB assistant

  #5404 opened Feb 26, 2025

• [Bug]: No similarity score returns when calling HTTP/Python API of [Converse with chat assistant]

  #5403 opened Feb 26, 2025

• [Bug]: Knowledge base/data set/resolution block search for bugs

  #5402 opened Feb 26, 2025

• If there are no files in the dataset, an error code 102 ("You don't own the document None") will occur when retrieving the file list through the API key.

  #5401 opened Feb 26, 2025

• [Bug]: Raptor and Knowledge Graph Activation Clears Manual Chunks, Auto Chunks Reused

  #5396 opened Feb 26, 2025

• [Feature Request]: add model providers: Aliyun Bailian

  #5388 opened Feb 26, 2025

• [Question]: When the conversation has been repeated many times, it starts to return empty responses, and even when further questions are asked, it continues to give empty responses

  #5384 opened Feb 26, 2025

• [Feature Request]: add interfaces

  #5383 opened Feb 26, 2025

• [Bug]: ERROR: KGSearch.retrieval() got an unexpected keyword argument 'aggs'

  #5381 opened Feb 26, 2025

• [Question]: Upload 10 files and parsing caused high CPU workload, and no response when logout the system.

  #5378 opened Feb 26, 2025

• [Feature Request]: Request some new features.

  #5372 opened Feb 26, 2025

• [Question]: How to correctly use tool in Agent?

  #5370 opened Feb 26, 2025

• [Question]: "In the knowledge graph, only the LightRAG prompt is used, not the methods of LightRAG, right?"

  #5369 opened Feb 26, 2025

• [Bug]: Failed to upload image, prompt says "Upload failed."

  #5368 opened Feb 26, 2025

• [Bug]: Solution to M4 mac arch64 elastic container crashing and $PY rag/svr/task_executor.py $1 issue with main server.

  #5367 opened Feb 26, 2025

• [Question]: WARNING 16 RedisDB.queue_info rag_flow_svr_queue got exception: no such key

  #5365 opened Feb 26, 2025

• [Question]: Why is the flow repeatedly the step for create keywords or Trigger ?

  #5364 opened Feb 26, 2025

• [Bug]: too many requests time out when extracting knowledge graph

  #5363 opened Feb 26, 2025

• [Question]: Can I use RAGflow to deploy a cloud environment myself for everyone to use?

  #5362 opened Feb 26, 2025

• [Question]: I used docker-compose-gpu.yml but failed to deploy the GPU

  #5360 opened Feb 25, 2025

• [Bug]: 102 Fail to access model, but the model has successfully replied.

  #5356 opened Feb 25, 2025

• [Bug]: Queuing task to parse documents when other already parsing Kbs are deleted

  #5355 opened Feb 25, 2025

• [Bug]: Fail to access model(text-embedding-bge-reranker-v2-m3).The LmStudioRerank has not been implement

  #5354 opened Feb 25, 2025

• [Question]: pip install ragflow-sdk fail

  #5353 opened Feb 25, 2025

• [Bug]: FlagReranker' object has no attribute 'max_length'

  #5352 opened Feb 25, 2025

• [Question]: Does ragflow support the self-built OceanBase database?

  #5350 opened Feb 25, 2025

• [Question]: docker logs -f ragflow-server results

  #5345 opened Feb 25, 2025

• [Question]: How to parse Json data in Agent?

  #5344 opened Feb 25, 2025

• [Question]: "ERROR: Tenant not found " I encountered this problem, and then modified it on the basis of other people's problems to get other error messages

  #5343 opened Feb 25, 2025

• [Question]: Wrong answer generated by Agent

  #5341 opened Feb 25, 2025

• [Question]: Missing context after PDF is parsed.

  #5334 opened Feb 25, 2025

• [Feature Request]: Is there a way to manually adjust the chunk method using boundingbox on documentations?

  #5333 opened Feb 25, 2025

• [Bug]: [Bug]: v0.16.0 arm64 docker image is wrong （amd64）

  #5332 opened Feb 25, 2025

• [Question]: Temperature is not working

  #5330 opened Feb 25, 2025

• [Feature Request]: Model evaluation module.

  #5329 opened Feb 25, 2025

• I have completed the deployment of all source code and it has been successfully running, but I am still encountering a "gateway timeout" issue. Please provide guidance to resolve this problem.

  #5322 opened Feb 25, 2025

• [Feature Request]: Migrates knowledge bases.

  #5320 opened Feb 25, 2025

• [Question]: testing retrieval with the 'Use knowledge graph' feature enabled returned same data

  #5318 opened Feb 24, 2025

• [Question]: docker build error, HELP

  #5315 opened Feb 24, 2025

• [Question]: No module named 'ollama' linux-ragflow-server start

  #5308 opened Feb 24, 2025