v0.18.0

Release v0.18.0 created from 94181a9 at 2025-04-23 14:11:59+08:00

New features

• MCP server: enables access to RAGFlow's knowledge bases via MCP.
• DeepDoc supports adopting VLM model as a processing pipeline during document layout recognition, enabling in-depth analysis of images in PDFs.
• Agent version control: all updates are continuously logged and can be rolled back to a previous version via export.
• Team collaboration: Agents can be shared with team members.
• OpenAI-compatible APIs: Agents can be called via OpenAI-compatible APIs.
• User registration control: administrators can enable or disable user registration through an environment variable.

Improvements

• Enhanced answer referencing: Citation accuracy in generated responses is improved.
• Enhanced question-answering experience: users can now manually stop streaming output during a conversation.

Compatibility changes

• From this release on wards, built-in re-rank models have been removed because they have minimal impact on retrieval rates but significantly increase retrieval time.

What's Changed

• Test: Added test cases for Download Documents HTTP API by @asiroliu in #6032
• Fix: optimize OCR garbage identification to reduce unnecessary filtering by @yongtenglei in #6027
• Fix: chat_completion answer data incorrect by @alen08266 in #6041
• Improve API Documentation, Standardize Error Handling, and Enhance Comments by @PStarH in #5990
• Fix: Reduce excessive IO operations by loading LLM factory configurations by @utopia2077 in #6047
• Feat: Add deepseek to llm_factories by @c-goosen in #6051
• Fix 6030 by @yuzhichang in #6070
• Fix: empty doc id validation. by @KevinHuSh in #6064
• Feat: Change “Document parser” to "PDF parser" #6072 by @cike8899 in #6073
• Feat: add token comsumption & speed to little lamp. by @KevinHuSh in #6077
• Refa: remove max toekns for image2txt models. by @KevinHuSh in #6078
• Fix: remove NaN output of components. by @KevinHuSh in #6079
• Fix executor name by @yuzhichang in #6080
• Fix: Prevent password boxes other than login passwords from displaying passwords saved in the browser's password manager by default. #6033 by @cike8899 in #6084
• Doc: update launch from source. by @KevinHuSh in #6074
• Fix: check the file name length. by @KevinHuSh in #6083
• Refa: enlarge default max request body size. by @KevinHuSh in #6088
• Fix: none parse_config updating. by @KevinHuSh in #6092
• Fix: Knowledge base page cannot upload folders #6062 by @cike8899 in #6096
• Fix: fix document concurrent upload issue by @yongtenglei in #6095
• Refa: enlarge http body size. by @KevinHuSh in #6100
• Fix: limit the depth of DFS by @KevinHuSh in #6101
• Regards kb_id at ElasticSearch insert, update, delete. by @yuzhichang in #6105
• Fix: empty tag field issue. by @KevinHuSh in #6103
• Fix: Fixed the issue that events cannot be triggered after the shadcn-ui dialog is closed #3221. by @cike8899 in #6108
• Introduced task priority by @yuzhichang in #6118
• Fix: update link of deploy_local_llm.mdx by @jingfelix in #6110
• Test: Added test cases for Update Documents HTTP API by @asiroliu in #6106
• Doc: Update readme document by @zmxccxy in #6052
• Test: update test cases per pr #6095 to fix issue #6039 by @asiroliu in #6143
• Feat: Limit view with more knowledge when list knowledge so many by @isthaison in #6093
• Feat: add OCR's muti-gpus and parallel processing support by @debugdoctor in #5972
• Fix: validation of readonly fields. by @KevinHuSh in #6144
• Fix: retrieval debug mode issue. by @KevinHuSh in #6150
• Refa: refine the error message. by @KevinHuSh in #6151
• Refa: fix re-rank scope. by @KevinHuSh in #6152
• Miscellaneous UI updates by @writinwaters in #6094
• Test: fix expected value validation for list dataset endpoint by @asiroliu in #6160
• Test: Added test cases for List Documents HTTP API by @asiroliu in #6158
• Fix: Correct parameter retrieval in thumbup api by @kuro5989 in #6114
• Test: update test cases per pr #6144 by @asiroliu in #6166
• Refa: PARALLEL_DEVICES is a static parameter. by @KevinHuSh in #6168
• Refa: Improve ppt_parser better handle list by @Woody-Hu in #6162
• Test: Added test cases for Delete Documents HTTP API by @asiroliu in #6175
• Fix: none item while concating df. by @KevinHuSh in #6176
• Feat: Improve Recognizer.py performance by @Woody-Hu in #6185
• Fix: in case response.choices[0].message.content is None. by @KevinHuSh in #6190
• Fix: NaN data error. by @KevinHuSh in #6192
• Fix: doc deletion failure with invalid docid. by @KevinHuSh in #6194
• Docs: remove max tokens. by @KevinHuSh in #6198
• Docs: rm max token by @KevinHuSh in #6202
• Fix: float transfer exception. by @KevinHuSh in #6197
• Fix: enable ollama api-key. by @KevinHuSh in #6205
• Fix: miss url path. by @KevinHuSh in #6211
• Feat: Add TreeView component #3221 by @cike8899 in #6214
• Fix: add support for non-stream response with session.ask_without_stream by @Nalkey in #6207
• Feat: add vision LLM PDF parser by @yongtenglei in #6173
• Fix: rank feat issue. by @KevinHuSh in #6225
• Feat: Alter TransferList props #3221 by @cike8899 in #6226
• Feat: text file support position retaining. by @KevinHuSh in #6231
• Fix: empty retrieval kb ids. by @KevinHuSh in #6236
• Test: Added test cases for Parse Documents HTTP API by @asiroliu in #6235
• Fix: Nan issue. by @KevinHuSh in #6242
• Fix: #5719 Added type check for parser_config by @asiroliu in #6243
• Miscellaneous updates by @writinwaters in #6245
• Fix: read flow blank template strings from i18n file by @Womsxd in #6240
• Fix: tag_feas deletion error. by @KevinHuSh in #6257
• Fix: type violations. by @KevinHuSh in #6262
• Fix: let parsing continue. by @KevinHuSh in #6259
• Feat: add TTS support for SILICONFLOW. by @KevinHuSh in #6264
• Fix: Nan response for retrieval component. by @KevinHuSh in #6265
• Fix: remove dup ids for APIs. by @KevinHuSh in #6263
• Fix: long api key issue. by @KevinHuSh in #6267
• Feat: support agent version history. by @isthaison in #6130
• Feat: Alter TreeView component #3221 by @cike8899 in #6272
• Fix: switch follow interact issue. by @KevinHuSh in #6279
• Fix: Add a basic example when the example of content_tagging is empty by @zhoujy95 in #6276
• Fix get_unacked_iterator by @yuzhichang in #6280
• Docs: Update accelerate_doc_indexing.mdx by @zangqianglei in #6268
• Fix: In the Agent's workflow, the input content cannot be wrapped, and \n will not work, otherwise an error will be reported #6241 by @cike8899 in #6284
• Feat: add agent share team viewer by @isthaison in #6222
• Feat: add VLM-boosted PDF parser by @yongtenglei in #6278
• Test: Added test cases for Stop Parse Documents HTTP API by @asiroliu in #6285
• UI updates by @writinwaters in #6290
• Fix: optimize setting config initialization to resolve Minio initialization error by @lgphone in #6282
• Feat: add fallback for PDF figure parser by @yongtenglei in #6305
• Feat: add VLM-boosted DocX parser by @yongtenglei in #6307
• Test: Skip unstable 'stop parse documents' test cases by @asiroliu in #6310
• Fix: rerank with vllm issue. by @KevinHuSh in #6306
• Fix: adapt to old configurations. by @KevinHuSh in #6321
• Fix: Resolved a bug where sibling components in Canvas were not restricted to fetching data from the upstream when parallel components were present. by @Sci-fiBrain in #6315
• Fix: type import by @isthaison in #6328
• Fix(api): correct document parsing progress check logic by @hy89 in #6318
• Fix update_progress by @yuzhichang in #6340
• Feat: Add the functionality to load environment variables from a .env file by @liwenju0 in #6331
• Chore: unify Ruff config and enable async checks (ASYNC, TRIO) by @yongtenglei in #6351
• Call register_scripts on connecting redis by @yuzhichang in #6361
• Fix: Optimized the get_by_id method to resolve the issue of missing exceptions and improve query performance by @lgphone in #6320
• Feat: Add user registration toggle feature by @liwenju0 in #6327
• Fix: let quot stay. by @KevinHuSh in #6377
• Refa: refine template. by @KevinHuSh in #6381
• Refa: refine template. by @KevinHuSh in #6382
• Remove feature_request.md by @KevinHuSh in #6383
• Fix: huggingface rerank model issue. by @KevinHuSh in #6385
• Refa: control the simi for entity resolution. by @KevinHuSh in #6386
• Fix broken discord invitation links by @yingfeng in #6388
• Feat: Add Duplicate ID Check and Update Deletion Logic by @liwenju0 in #6376
• Fix: add_chunk api, empty content issue by @KevinHuSh in #6390
• Fix: flow list translate to zh by @andy1199 in #6371
• Fix: the error of Ollama embeddings interface returning "500 Internal Server Error" by @zhoujy95 in #6350
• Fix: change ollama default num_ctx. by @KevinHuSh in #6395
• UI updates. by @writinwaters in #6398
• Fix: miss calculate of token number. by @KevinHuSh in #6401
• Feat: Adds hierarchical title path tracking for tables in DOCX documents to improve context association by @fansir in #6374
• Feat: If the Transfer item is disabled, the item cannot be edited. #3221 by @cike8899 in #6409
• Fix: add chunk, empty question issue. by @KevinHuSh in #6405
• Fix: multiple top-level packages error in Python project by @fansir in #6370
• Test: Added test cases for Add Chunk HTTP API by @asiroliu in #6408
• Fix: Preserve quotes while handling variable substitution withTemplate component. by @theshyPika in #6410
• Fix ratelimit errors during document parsing by @fansir in #6413
• Feat: support pic base bullet for PPT by @Woody-Hu in #6406
• Fix: rerank with YoudaoRerank issue. by @zhoujy95 in #6396
• Fix: point in tag issue. by @KevinHuSh in #6436
• Feat: Add background-core-standard to tailwind.css #3221 by @cike8899 in #6437
• Test: Update test cases for PR #6194 #6259 #6376 by @asiroliu in #6444
• Refa: update Anthropic models. by @KevinHuSh in #6445
• Test: Update test case for #6081 by @asiroliu in #6446
• Feat: add basic Langfuse support for LLM module by @yongtenglei in #6443
• Feat: support api-key for Ollama. by @KevinHuSh in #6448
• Fix: NameError: free variable 'langfuse_generation' referenced before assignment in enclosing scope by @lizheng419 in #6451
• Fix: Langfuse update model has no fields attribute by @yongtenglei in #6453
• Feat: add Langfuse APIs by @yongtenglei in #6460
• Feat: Add LangfuseCard component. #6155 by @cike8899 in #6468
• Feat: Improve "/convert" API's performance by @Woody-Hu in #6465
• Miscellaneous UI updates by @writinwaters in #6471
• Fix: split process bug in graphrag extract by @utopia2077 in #6423
• Test: Update test cases to reduce execution time by @asiroliu in #6470
• Refa: enhancement: enhance the prompt of related_question API by @yongtenglei in #6463
• Feat: improve the performance for '/upload' API by @Woody-Hu in #6479
• Remove thinking block from keyword node's result by @Graf2242 in #6474
• Test: Add list chunk checkpoint for the add chunk API by @asiroliu in #6482
• Feat: add project_id and project_name to Langfuse API by @yongtenglei in #6481
• Fix: claude max tokens. by @KevinHuSh in #6484
• Fix: Resolve FlowSetting not reading Title from .ts files by @Sci-fiBrain in #6469
• Fix: remove doc status checking while creating an assistant. by @KevinHuSh in #6486
• Fix: api-key issue for xinference. by @KevinHuSh in #6490
• Fix: failed to acquire lock exception with retry mechanism for postgres and mysql by @liwenju0 in #6483
• Fix: img_id errror. by @KevinHuSh in #6504
• Feat: improve '/mv' '/list' API performance by @Woody-Hu in #6502
• Test: Added test cases for List Chunks HTTP API by @asiroliu in #6514
• Fix: abnormal chunk id by @KevinHuSh in #6506
• Fix: describe parameter error. by @KevinHuSh in #6519
• 0321 chunkmethods by @writinwaters in #6520
• Fix: link to KB from filemanager. by @KevinHuSh in #6530
• Fix: Hunyuan model adding error. by @KevinHuSh in #6531
• Fix: Bedrock model invocation error. by @KevinHuSh in #6533
• Fix: image_id is None. by @KevinHuSh in #6538
• Optimize graphrag again by @yuzhichang in #6513
• Fix: uploading in chat box issue. by @KevinHuSh in #6547
• Test: Added test cases for Update Chunk HTTP API by @asiroliu in #6556
• Fix: python_api_reference.md update dataset bug by @zstar1003 in #6527
• Feat: add "tools" to llm_factories.json by @BadwomanCraZY in #6552
• Fix:flow DB Assistant module translate to zh by @andy1199 in #6562
• AI search vs. chat by @writinwaters in #6569
• Test: Update test cases for PR #6405 #6504 #6538 by @asiroliu in #6565
• Refa: change LLM chat output from full to delta (incremental) by @yongtenglei in #6534
• Update values.yaml image to infiniflow/infinity:v0.6.0-dev3 issue#5882 by @felix5572 in #6568
• Rename graphrag task lock by @yuzhichang in #6576
• fix:  Remove unnecessary minio initialization by @zanyatta in #6544
• Fix: team doc deletion issue. by @KevinHuSh in #6589
• Fix: LmStudioChat issue. by @KevinHuSh in #6591
• EntityResolution batch. Close #6570 by @yuzhichang in #6602
• Fix: The rule of Categorize operator is adjusted. by @MichaelXcc in #6599
• Introduced delete_knowledge_graph by @yuzhichang in #6605
• Refa: token similarity calculations. by @KevinHuSh in #6614
• Test: Added test cases for Delete Chunks HTTP API by @asiroliu in #6612
• Fix: When Excel is a formula, the parsed result is a formula, but cannot be correctly parsed as a value type by @donblack01 in #6613
• Feat: Add RadioGroup component #3221 by @cike8899 in #6622
• Fix: binlog_expire_logs_seconds by @adysec in #6626
• Fix: HTTP API delete_chunks issue. by @KevinHuSh in #6621
• Dynamic Context Window Size for Ollama Chat by @MarcusYuan in #6582
• Consolidate entrypoint to support broader deployment scenarios by @wanpdsantos in #6566
• Fix entity_types. Close #6287 and #6608 by @yuzhichang in #6632
• Docs: fix retrieval docs. by @KevinHuSh in #6633
• Fix knowledge_graph_kwd on infinity. Close #6476 and #6624 by @yuzhichang in #6651
• Fix agent completion requiring calling twice with parameters in begin component by @notsyncing in #6659
• Test: Added test cases for Retrieval Chunks HTTP API by @asiroliu in #6649
• Don't split and strip input in retrieval component. by @notsyncing in #6662
• Fix table migration on non-exist-yet indexed columns. by @notsyncing in #6666
• Update broken discord by @yingfeng in #6678
• Added a guide on setting page rank. by @writinwaters in #6645
• Refa: add meta data to retrieval. by @KevinHuSh in #6676
• add type canvas by @isthaison in #6680
• Refa: remove default build-in rerank model. by @KevinHuSh in #6682
• Feat: support vision llm for gpustack by @alexcodelf in #6636
• Feat: extend S3 storage compatibility and add knowledge base ID prefix by @RedBookOfMemory in #6355
• Refa: docker/.env comment refinement. by @KevinHuSh in #6689
• fix: Resolve KnowledgeGraph entity resolution errors (#6653) by @Yue-Lyu123 in #6691
• fix: correct [AttributeError: 'set' object has no attribute 'nodes' T… by @Yue-Lyu123 in https://github.com//pull/6699
• Fix: Email error. by @KevinHuSh in #6701
• Feat: add qwq-plus-latest by @KevinHuSh in #6702
• Feat: Allows users to search for models in the model selection drop-down box #3221 by @cike8899 in #6708
• Hotfix ece5903 by @Yue-Lyu123 in #6705
• Test: Refactor test fixtures and test cases by @asiroliu in #6709
• Fix infinite recursion in RagTokenizer when processing repetitive characters by @zky001 in #6109
• Feat: Interrupt streaming #6515 by @cike8899 in #6723
• Miscellaneous doc updates and refactored team management doc. by @writinwaters in #6730
• Feat: Add a notification logic to the team member invite feature #6610 by @cike8899 in #6729
• Test: Skip test case for PR 6643 by @asiroliu in #6724
• Feat: Support deleting knowledge graph #6747 by @cike8899 in #6748
• Updated max_tokens descriptions by @writinwaters in #6751
• Fix: Using the Enter key does not send a complete message #6754 by @cike8899 in #6755
• Fix: The file upload prompt indicates "No authorization." #6516 by @cike8899 in #6756
• Fix: Change the field name of the document ID from "documents" to "do… by @liwenju0 in #6753
• Fix: Issue with Markdown Code Blocks Breaking Frontend Layout #5789 by @cike8899 in #6758
• Log llm response on exception by @yuzhichang in #6750
• Docs(api): align default values in create chat assistant HTTP API dos with implementation by @asiroliu in #6764
• Test: Added test cases for Create Chat Assistant HTTP API by @asiroliu in #6763
• Fix: Handle the case of deleting empty blocks. Update the relevant message by @liwenju0 in #6643
• Test: Update test cases for PR #6643 by @asiroliu in #6766
• Docs: Fix for issue #6713 by @asiroliu in #6775
• Feat: add gemini-2.5-pro-exp-03-25 by @KevinHuSh in #6774
• Fix set_graph on non-existing edge by @yuzhichang in #6777
• Refa: copywriting refinement. by @KevinHuSh in #6779
• Feat: Clarify the use of OpenAI-API-compatible #6782 by @cike8899 in #6783
• Feat: add OpenAI compatible API for agent by @isthaison in #6329
• Fix: missing redis pvc storageclass in helm by @Fruneng in #6788
• Test: Added test cases for List Chat Assistants HTTP API by @asiroliu in #6792
• Fix: update chunk, empty question issue. by @asiroliu in #6800
• Feat: Load the dialog page, prohibit calling the dialog/get interface #6798 by @cike8899 in #6799
• Refa: trival. by @KevinHuSh in #6802
• Test: Update test cases for #6800 by @asiroliu in #6804
• update some setting to README_zh.md by @WKRZY in #6737
• Miscellaneous editorial updates by @writinwaters in #6805
• Fix: improve Dockerfile build for China by @zonefile in #6812
• Update broken discord link by @yingfeng in #6841
• Fix:When parsing documents with graph, an error occurred:[ERROR][Exception]: 'method' by @caiming100 in #6836
• Fix: docx image exceptions. by @KevinHuSh in #6839
• Test: Added test cases for Update Chat Assistant HTTP API by @asiroliu in #6843
• Fix: Error message is incorrect when updating chat name #6850 by @asiroliu in #6851
• fix: add exception handling for get_by_id method by @caiming100 in #6861
• Feat: add primitive support for function calls by @yongtenglei in #6840
• Test: Added test cases for Delete Chat Assistants HTTP API by @asiroliu in #6879
• Fix: handle waiting tasks when upstream is switch/categorize/relevant and normal path fails by @Sci-fiBrain in #6874
• Feat: Install sonner library #3221 by @cike8899 in #6898
• fix Conversation roles must alternate user/assistant/user/assistant/... bug by @YanWuHao in #6880
• Test: Added test cases for Create Session With Chat Assistant HTTP API by @asiroliu in #6902
• Fix delete duplicate assistant by @liwenju0 in #6888
• Added a guide on setting chat variables by @writinwaters in #6904
• Fix: local variable referenced before assignment by @yongtenglei in #6909
• Test: Update test cases for PR 6888 ISSUE 6876 by @asiroliu in #6907
• Fix: assistant deleteion issue. by @KevinHuSh in #6906
• Test: Update test cases for PR 6906 by @asiroliu in #6929
• Test: Added test cases for List Sessions With Chat Assistant HTTP API by @asiroliu in #6938
• Fix: remove deprecated permission field by @yongtenglei in #6912
• Added similarity scores in reference chunks by @xintoteai in #6918
• Feat: Add translation text to the prompt word of the generate operator to distinguish it from the prompt word of the knowledge base #6934 by @cike8899 in #6935
• Miscellaneous UI updates by @writinwaters in #6947
• Fix: incorrect total chunks count in retrieval function after similarity filtering (#6741) by @Yue-Lyu123 in #6932
• Fix: In the dark night theme, the message input box is not displayed correctly. #6950 by @cike8899 in #6951
• fix bug [ERROR][Exception]: 8 vs. 9 by @YanWuHao in #6955
• Fix: Delete unused pages by @cike8899 in #6973
• Test: Update test cases for PR 6906 ISSUE 6875 by @asiroliu in #6971
• Test: Added test cases for Update Session With Chat Assistant HTTP API by @asiroliu in #6968
• Fix: KB update_time changed whenever system relaunched by @yongtenglei in #6959
• Fix: Ensure lock is released in update_progress using context manager by @benni82 in #6975
• fix RAGFlowPdfParser AttributeError: 'PdfReader' object has no attribute 'close' err by @gsmini in #6859
• docs: update Docker build commands to specify platform as linux/amd64 by @wanpdsantos in #6977
• Make error messages during PPT processing clearer. by @YanWuHao in #6980
• Fix: Fix api page translation issue. #3221 by @cike8899 in #6993
• Fix update_progress issue by @yuzhichang in #6992
• Fix: abnormal cell mergeing. by @KevinHuSh in #6991
• Fix: The selected state of the TreeView node cannot be seen on Mac #7000 by @cike8899 in #7001
• Docs: readme updating. by @KevinHuSh in #7002
• Feat: Remove the rotation state of the button that parses the document #7008 by @cike8899 in #7009
• Refa: update llms by @yongtenglei in #7007
• Fix Helm Ingress template by @FranckKe in #7018
• Fix: add fallback for bad citation output by @yongtenglei in #7014
• Refa. by @KevinHuSh in #7022
• Fix: when remove document do not delete the file in storage if the source is not knowledge base by @Woody-Hu in #7005
• Test: Added test cases for Delete Sessions With Chat Assistant HTTP API by @asiroliu in #7025
• Docs: updates. by @KevinHuSh in #7042
• Docs: Change DELETE to POST in Related Questions curl example by @asiroliu in #7054
• Miscellaneous editorial updates. by @writinwaters in #7047
• Fix: Files being parsed are not allowed to be deleted in batches #7065 by @cike8899 in #7066
• Fix: pymysql.err.InterfaceError: (0, '') during long time streaming chat responses (#6548) by @Yue-Lyu123 in #7057
• Fix: Error in sending placeholder words in Chinese and Chinese-Traditional by @good-ideal in #7094
• Fix: knowledge graph resolution with infinity raise error tokenizing in specific situations by @alkscr in #7048
• Update utils.py by @BUJIQI in #7091
• Fix: wrong “available” property when list chunk by @Woody-Hu in #7093
• Feat: Retrieval test #3221 by @cike8899 in #7121
• Fix: handle sometimes graph index will miss explanation by @Woody-Hu in #7127
• fix bug chunking:expected string or bytes-like object by @QuintinTao in #7116
• Feat: Rendering a search test list with real data #3221 by @cike8899 in #7138
• fix(nursery): Fix Closure Trap Issues in Trio Concurrent Tasks by @aniaan in #7106
• Fix: cite disfunction for G component. by @KevinHuSh in #7117
• feat: Recover pending tasks while pod restart. by @liuzhenghua in #7073
• Docs: MCP server by @yongtenglei in #7141
• Feat: mcp server by @yongtenglei in #7084
• Fix: don't modify S3 file name when not using prefix_path by @notsyncing in #7152
• Docs: add mcp self-host mode by @yongtenglei in #7163
• Feat: add mcp self-host mode by @yongtenglei in #7157
• Feat: Rename a dataset #3221 by @cike8899 in #7162
• Refa: Optimize pptx shape extraction to reduce content loss by @zhudongwork in #6703
• Fix: KG search issue. by @KevinHuSh in #7186
• refactor: Update Redis configuration to use StatefulSet instead of deployment with pvc by @wanpdsantos in #7187
• Feat: Filter the knowledge base list using owner #3221 by @cike8899 in #7191
• Feat: Move langfuse configuration to api page #6155 by @cike8899 in #7196
• Put the knowledge base list related hooks into use-knowledge-request.ts #3221 by @cike8899 in #7197
• Fix: fix retrieval tesing wrong pagination by @yongtenglei in #7174
• Fix: Knowledge Graph Extraction Conflict Between Dataset-Level and File-Specific Configurations #7198 by @cike8899 in #7199
• Feat: Even if the knowledge base has slices, the chunk method can be changed #7115 by @cike8899 in #7201
• Feat: Show the owner of this knowledge base on the list card. #3221 by @cike8899 in #7204
• [BREAKING CHANGE] GET to POST: enhance kb list capability by @yongtenglei in #7205
• Added a RAPTOR guide by @writinwaters in #7211
• Feat: Upload document #3221 by @cike8899 in #7209
• v0.18.0 release notes by @writinwaters in #7185
• Updated v0.18.0 release notes by @writinwaters in #7221
• Docs: update for v0.18.0 by @asiroliu in #7223
• Refa: knowledge_graph chunk method is deprecated by @yongtenglei in #7220

New Contributors

• @PStarH made their first contribution in #5990
• @utopia2077 made their first contribution in #6047
• @c-goosen made their first contribution in #6051
• @jingfelix made their first contribution in #6110
• @zmxccxy made their first contribution in #6052
• @Woody-Hu made their first contribution in #6162
• @Nalkey made their first contribution in #6207
• @Womsxd made their first contribution in #6240
• @zhoujy95 made their first contribution in #6276
• @zangqianglei made their first contribution in #6268
• @lgphone made their first contribution in #6282
• @Sci-fiBrain made their first contribution in #6315
• @andy1199 made their first contribution in #6371
• @fansir made their first contribution in #6374
• @theshyPika made their first contribution in #6410
• @Graf2242 made their first contribution in #6474
• @zstar1003 made their first contribution in #6527
• @BadwomanCraZY made their first contribution in #6552
• @felix5572 made their first contribution in #6568
• @MichaelXcc made their first contribution in #6599
• @adysec made their first contribution in #6626
• @MarcusYuan made their first contribution in #6582
• @wanpdsantos made their first contribution in #6566
• @notsyncing made their first contribution in #6659
• @RedBookOfMemory made their first contribution in #6355
• @Yue-Lyu123 made their first contribution in #6691
• @Fruneng made their first contribution in #6788
• @WKRZY made their first contribution in #6737
• @zonefile made their first contribution in #6812
• @caiming100 made their first contribution in #6836
• @YanWuHao made their first contribution in #6880
• @xintoteai made their first contribution in #6918
• @benni82 made their first contribution in #6975
• @gsmini made their first contribution in #6859
• @FranckKe made their first contribution in #7018
• @good-ideal made their first contribution in #7094
• @alkscr made their first contribution in #7048
• @BUJIQI made their first contribution in #7091
• @QuintinTao made their first contribution in #7116
• @aniaan made their first contribution in #7106
• @liuzhenghua made their first contribution in #7073
• @zhudongwork made their first contribution in #6703

Full Changelog: v0.17.2...v0.18.0