v0.20.0

Release v0.20.0 created from 47ba683 at 2025-08-01 21:59:24+08:00

What's Changed

• Feat: Add Tavily operator #3221 by @cike8899 in #8400
• Docs: Added v0.19.1 release notes by @writinwaters in #8398
• Fix: Document parse via API will alot problen by @Woody-Hu in #8407
• Fix: rank feature score should be greater than 0. by @KevinHuSh in #8416
• Feat: Solved the conflict between the Handle click and drag events of the canvas node #3221 by @cike8899 in #8413
• Fix: doc_aggs issue. by @KevinHuSh in #8418
• Fix: Database Query Vulnerable to Injection Attacks in rag/utils/opendal_conn.py by @kira-offgrid in #8408
• Feat: The delete button is displayed only when the cursor is hovered over the connection line #3221 by @cike8899 in #8422
• Feat: Add HTTPS setup instructions and configuration for Nginx by @yesidc in #8401
• Fix: AzureChat model code by @asiroliu in #8426
• Update .env ,Defaults to the v0.19.1-slim edition by @jason-this in #8412
• Refa: upgrade MCP SDK to v1.9.4 by @yongtenglei in #8421
• Docs: Miscellaneous editorial updates by @writinwaters in #8430
• Feat: Scratch MCP tool calling support. by @notsyncing in #8263
• Feat: Use the message_id returned by the interface as the id of the reply message #3221 by @cike8899 in #8434
• fix a bug when using huggingface embedding api by @Rainman5042 in #8432
• Feat: Delete the agent and tool nodes downstream of the agent node #3221 by @cike8899 in #8450
• Refactor:Improve insert file logic by @Woody-Hu in #8445
• Test: Add document app tests by @asiroliu in #8456
• FIX:Saving an RGBA image directly as JPEG will cause an error. If the… by @WuWeiFlow in #8399
• Feat: Add IterationNode component #3221 by @cike8899 in #8461
• Fix the bug of long type value overflow by @HaiyangPeng in #8313
• Docs: exporting created knowledge graphs is not supported by @writinwaters in #8465
• Feat: add MCP dashboard operations by @yongtenglei in #8460
• Fix: some cases Task return but not set progress by @Woody-Hu in #8469
• Feat: add MCP treamable-http transport by @yongtenglei in #8449
• Fix: Solve the OOM issue when passing large PDF files while using QA chunking method. by @liuzhenghua in #8464
• Feat: Insert the node data of the bottom subagent into the tool array of the head agent #3221 by @cike8899 in #8471
• RAGFlow service_conf using .env variable by @ruansheng8 in #8454
• Fixes typo in variable name by @tuankg1028 in #8476
• Refa: improve GraphRAG similarity sensitivity to numeric differences by @yongtenglei in #8479
• Feat: Filter the query variable drop-down box options by type #3221 by @cike8899 in #8485
• fix the error 'Unknown field for GenerationConfig: max_tokens' when u… by @Rainman5042 in #8473
• Fix: Enforce default embedding model in create_dataset / update_dataset by @asiroliu in #8486
• Adds retrieval result fields to Chunk by @tuankg1028 in #8478
• Feat: Add retrieval tool #3221 by @cike8899 in #8491
• Feat: Allow operators inside the loop operator to reference the output parameters of external operators #3221 by @cike8899 in #8498
• Fix parser_config access for layout_recognize in presentation.py by @tuankg1028 in #8492
• Feat: add MCP dashboard functionalities list_tools and test_tool by @yongtenglei in #8505
• Perf: ignore concate between rows. by @KevinHuSh in #8507
• Feat: Add UserFillUpForm component #3221 by @cike8899 in #8508
• Feat: Customize the output variable name of the loop operator #3221 by @cike8899 in #8514
• Fix: Add input validation to chunk creation endpoint by @asiroliu in #8516
• Feat: Displays the output variable type selected by the loop operator #3221 by @cike8899 in #8515
• Fix: chunk number error after re-parsing by @yongtenglei in #8513
• fix(prompt-editor): resolve initial cursor position and auto-newline … by @FatMii in #8511
• Feat: Add StringTransform operator #3221 by @cike8899 in #8520
• fix: list index out of range by @LeiZhang-Hunter in #8518
• Fix: user_default_llm configuration doesn't work for OpenAI API compatible LLM factory by @Woody-Hu in #8502
• Refactor:improve the logic to check cancel by @Woody-Hu in #8524
• Refactor: remove useless initialize logic in list_doc by @Woody-Hu in #8523
• Fix memory leaks in PIL image and BytesIO handling during chunk processing by @tuankg1028 in #8522
• Feat: allow users to choose which MCP tools are enabled by @yongtenglei in #8519
• Fix: chat with tools bug. by @KevinHuSh in #8528
• Feat: Fixed the issue where the prompt menu content was hidden #3221 by @cike8899 in #8530
• Feat: Display sub-agents in agent form #3221 by @cike8899 in #8536
• Feat: Fixed the issue where the begin operator parameters could not be submitted during debugging #3221 by @cike8899 in #8539
• Refa: limit embedding concurrency and fix chat_with_tool by @KevinHuSh in #8543
• Feat: add gitee as LLM provider. by @KevinHuSh in #8545
• Feat: Allow users to enter text in the middle of a chat #3221 by @cike8899 in #8569
• Feat: Support GiteeAI model #1853 by @cike8899 in #8573
• Feat: add GiteeAI as a llm provider. by @KevinHuSh in #8572
• Feat: Fixed the issue that the top toolbar disappears when opening the agent operator form #3221 by @cike8899 in #8579
• Adding semaphore usage on the '/run' endpoint by @RafaelFFAumo in #8526
• Feat: In a dialog message, users can enter different types of data #3221 by @cike8899 in #8583
• Refa: change mcp_client module to rag/utils/conn by @yongtenglei in #8578
• doc: change to chunk_token num by @Woody-Hu in #8590
• Pass Form Instance to GoogleModal Form Component by @tuankg1028 in #8586
• Feat: Add file management HTTP_API by @huang-aoqin in #8395
• Fix: the output log is incorrect by @symvation in #8577
• Feat: Add agent advanced settings form #3221 by @cike8899 in #8592
• Trivals. by @KevinHuSh in #8597
• fix: Correctly format message parts in GoogleChat by @tuankg1028 in #8596
• Fixed the issue where variables were not displayed in the switch operator #3221 by @cike8899 in #8601
• Fix: Fixed the issue that the global variables of the code operator cannot be selected #3221 by @cike8899 in #8605
• Fix: docx parse error. by @zhangwenxuanQAQ in #8600
• Test: Add tests for chunk API endpoints by @asiroliu in #8616
• Feat: Construct the to field of the classification operator when saving data #3221 by @cike8899 in #8610
• Add service_conf and llm_factories options to Helm chart by @sd109 in #8607
• Add Google Cloud Vision API Integration (Image2Text) by @tuankg1028 in #8608
• fix opendal config 'oss_table' and 'max_allowed_packet' by @whhe in https://github....

nightly

Release nightly created from c5823a3 at 2025-08-01 21:18:06+08:00

v0.19.1

v0.19.1

Released on June 23, 2025.

Fixed issues

• A memory leak issue during high-concurrency requests.
• Fixed a freezing issue when parsing large files with GraphRAG entity resolution enabled. #8223
• A context error occurring when using Sandbox in standalone mode. #8340
• An excessive CPU usage issue caused by Ollama. #8216
• A bug in the Code Component. #7949

Improvements

• Added support for Qwen 3 Embedding. #8184
• Added support for Voyage Multimodal 3. #7987
• Enabled role-based authentication for S3 bucket access. #8149
• Added support for models installed via Ollama or VLLM when creating a knowledge base through the API. #8069

What's Changed

• Feat: Migrate the code operator to the new agent. #3221 by @cike8899 in #7731
• Feat: Render the agent list page by page #3221 by @cike8899 in #7736
• Feat: Rename agent #3221 by @cike8899 in #7740
• 0519 pdfparser by @writinwaters in #7747
• Feat: delete useless image blobs when task executor meet edge cases by @Woody-Hu in #7727
• Feat: Fixed the issue where the page would refresh continuously when opening the sheet on the right side of the canvas #3221 by @cike8899 in #7756
• Feat: Switching the programming language of the code operator will switch the corresponding language template #3221 by @cike8899 in #7770
• Feat: Add return value widget to CodeForm #3221 by @cike8899 in #7776
• Fix: improve task cancel lag by @Woody-Hu in #7765
• Fix: resolve regex library warnings by @emmanuel-ferdman in #7782
• fix：When creating a new assistant, an avatar was uploaded, but when selecting the assistant to start a new chat, the default avatar still appears in the chat window instead of the one uploaded during creation by @kunger309 in #7769
• Feat: Refactor BeginForm with shadcn #3221 by @cike8899 in #7792
• Feat: Verify the parameters of the begin operator #3221 by @cike8899 in #7794
• Docs: RAGFlow does not suppport batch metadata setting by @writinwaters in #7795
• Fix baidu request error by @gegef2009 in #7799
• Feat: Synchronize BeginForm's query data to the canvas #3221 by @cike8899 in #7798
• Fix backquotes in text2sql causing execution errors by @Sol-Ghf in #7793
• Feat: Reconstruct the QueryTable of BeginForm using shandcn #3221 by @cike8899 in #7807
• Docs: Added instructions on cross-language search by @writinwaters in #7812
• Feat: Translate the begin operator #3221 by @cike8899 in #7811
• Fix: Improve First Chunk Size by @Woody-Hu in #7806
• Feat: add code_executor_manager by @yongtenglei in #7814
• Update rag/nlp/query.py by @Sol-Ghf in #7816
• Feat: Refactor the MessageForm with shadcn #3221 by @cike8899 in #7820
• Fix: Fixed the issue that the script text of the code operator is not displayed after refreshing the page after saving the script text of the code operator #4977 by @cike8899 in #7825
• Delete Corresponding Minio Bucket When Deleting a Knowledge Base by @Hank-MIA in #7841
• Fix: list out of boundary by @KevinHuSh in #7843
• Fix:Setting the message_history_window_size to 0 does not take effect by @Woody-Hu in #7842
• Fix: restore task limiter. by @KevinHuSh in #7844
• Feat: Upgrade react-hook-form to the latest version to solve the problem that appending a useFieldArray entry cannot trigger the watch callback function #3221 by @cike8899 in #7849
• Optimize Tag Removal Method by @luohuanhuan2019 in #7847
• Feat: Convert the data of the messge operator to a string array #3221 by @cike8899 in #7853
• Fix: Opensearch chunk management by @pyyuhao in #7802
• Docs: Miscellaneous editorial updates by @writinwaters in #7865
• Feat: Add the WaitingDialogue operator. #3221 by @cike8899 in #7862
• update xgboost and dep scripts for local build on MacOS by @whhe in #7857
• Fix: task limiter issue. by @KevinHuSh in #7873
• Feat: Put buildSelectOptions to common-util.ts #3221 by @cike8899 in #7875
• Docs: From v0.13.0 onwards, markdown chunking is added to the General chunking method. by @writinwaters in #7883
• Fix: patch regex vulnerability in filename handling by @asiroliu in #7887
• Removed the "USER:" in the question, reducing the accuracy of the search by @Sol-Ghf in #7852
• Fix: raptor overloading by @KevinHuSh in #7889
• Perf: reduce upload to minio limiter scope by @Woody-Hu in #7878
• Feat: Add the SelectWithSearch component #3221 by @cike8899 in #7892
• Update README.md by @xuzhu007 in #7864
• fix: resolve “has no attribute 'max_length'” error in keyword_extraction by @XiaoCaoAskedForHelp in #7903
• Fix: KeyError: 'method' when build run_graphrag by @Woody-Hu in #7899
• Fix: patch SSTI vulnerability in template rendering by @asiroliu in #7905
• Docs: about latest updates by @KevinHuSh in #7902
• doc related_question path changed by @huang-aoqin in #7918
• Feat: Surpport dynamically add knowledge basees for retrieval while u… by @sinopec in #7915
• Fix: bad escape \P at position 374 (line 18, column 23) when using th… by @TeslaZY in #7909
• Fix: early return when update doc in sdk by @yongtenglei in #7907
• Fix: Display bug in the early stage of conversation chat #7904 by @cike8899 in #7922
• Refa: change citation mark as [ID:n] by @yongtenglei in #7923
• Feat:: Use useWatch to synchronize the form data to canvas zustand #3221 by @cike8899 in #7926
• Truncate long agent descriptions text by @wemod123 in #7924
• Feat: Use memo to wrap canvas nodes to improve fluency #3221 by @cike8899 in #7929
• Fix: add default output method for ComponentParamBase by @Woody-Hu in #7933
• agents openai API add new way to get session_id by @huang-aoqin in #7937
• set PARALLEL_DEVICES default value= 0 by @giiiiiithub in #7935
• Fix: add advanced delimiter detection for naive merge by @yongtenglei in #7941
• Fix: code debug by @yongtenglei in #7949
• Feat: Add InnerBlurInput component to avoid frequent updates of zustand causing the input box to lose focus #3221 by @cike8899 in #7955
• Fix: File selection in Retrieval testing causes other options to disappear by @Woody-Hu in #7759
• Feat: Install why-did-you-render to detect component updates #3221 by @cike8899 in #7969
• fix: resolve residual image files issue after document deletion by @XiaoCaoAskedForHelp in #7964
• Fix Bug: When performing the dify_retrieval, the metadata of the document was empty. by @bravecharge in #7968
• Update docker-compose.yml by @xiaoping378 in #7962
• Fix: Add user_id when create Conversation by @Woody-Hu in #7960
• Fix: Prevent Flask hot reload from hanging due to early thread startup by @KraHsu in #7966
• Update upload filename length limit from 128 ...

v0.19.0

Released on May 26, 2025.

New features

• Cross-language search is supported in the Knowledge and Chat modules, enhancing search accuracy and user experience in multilingual environments, such as in Chinese-English knowledge bases.
• Agent component: A new Code component supports Python and JavaScript scripts, enabling developers to handle more complex tasks like dynamic data processing.
• Enhanced image display: Images in Chat and Search now render directly within responses, rather than as external references. Knowledge retrieval testing can retrieve images directly, instead of texts extracted from images.
• Claude 4 and ChatGPT o3: Developers can now use the newly released, most advanced Claude model alongside OpenAI’s latest ChatGPT o3 inference model.

The following features are contributed by our community contributors:

• Agent component: Enables tool calling within the Generate Component. Kudos to notsyncing.
• Markdown rendering: Image references in a markdown file can be displayed after chunking. Kudos to Woody-Hu.
• Document engine support: OpenSearch can now be used as RAGFlow's document engine. Kudos to pyyuhao.

What's Changed

• Feat: Create a folder #3221 by @cike8899 in #7228
• Feat: Deleting files in batches. #3221 by @cike8899 in #7234
• Fix/mcp doc by @yxkong in #7239
• Fix: improve retrieval API by @Woody-Hu in #6744
• Fix: mcp server start by @treywelsh in #7251
• chore: adds pre-commit by @wanpdsantos in #7242
• tag is missing. by @White-Bear1122 in #7256
• fix: task_executor bug fix by @benni82 in #7253
• Feat: Display document parsing status #3221 by @cike8899 in #7241
• Feat: Delete and rename files in the knowledge base #3221 by @cike8899 in #7268
• Feat: Adds OpenSearch2.19.1 as the vector_database support by @pyyuhao in #7140
• Docs: How to disable user registration by @writinwaters in #7265
• Feat: Replace the logo of novita by @neal-davis in #7287
• Fix: Qwen-vl-plus url error by @yongtenglei in #7281
• Doc: Updated sharing behavior in the open-source editions. by @writinwaters in #7293
• Feat: Display the document configuration dialog with shadcn #3221 by @cike8899 in #7302
• Fix pymysql interface error by @Yue-Lyu123 in #7295
• Fix: LLM generated tag issue. by @KevinHuSh in #7301
• Feat: Save the configuration information of the knowledge base document #3221 by @cike8899 in #7317
• Feat: Markdown add image by @Woody-Hu in #7124
• Feat: Save document metadata #3221 by @cike8899 in #7323
• Fix: Creating Knowledge Base Support Enter Key by @Woody-Hu in #7258
• DOC: Miscellaneous UI and editorial updates by @writinwaters in #7324
• Feat: Filter document by running status and file type. #3221 by @cike8899 in #7340
• Feat: Create empty document. #3221 by @cike8899 in #7343
• [BREAKING CHANGE] GET to POST: enhance document list capability by @yongtenglei in #7349
• Updated RAPTOR-specific UI by @writinwaters in #7348
• Feat: Batch operations on documents in a dataset #3221 by @cike8899 in #7352
• Update Groq AI Model Config by @wemod123 in #7335
• Fix: tenant_id spelling error. by @xiaosl-cell in #7331
• Fix mcp server startup failure by @yiminghub2024 in #7329
• Feat: Preview the file #3221 by @cike8899 in #7355
• perf: Optimize GraphRAG’s LOOP_PROMPT by @liuzhenghua in #7356
• feat: replace models of novita by @neal-davis in #7360
• Fix: Add title_tks for Pictures by @Woody-Hu in #7365
• Feat: Add AsyncTreeSelect component #3221 by @cike8899 in #7377
• Fix:Update chat assistant with an empty dataset by @NintendoLink in #7354
• Knowledge graph no longer exists as a chunking method by @writinwaters in #7382
• Feat: Add support for OAuth2 and OpenID Connect (OIDC) authentication by @wengchaoxi in #7379
• Refa: similarity calculations. by @KevinHuSh in #7381
• Feat: Bind data to the agent module of the home page #3221 by @cike8899 in #7385
• fixed missing list input ref in query by @isthaison in #7375
• Feat: Adjust the style of the home page #3221 by @cike8899 in #7405
• Fix: improve recover_pending_tasks timeout by @Woody-Hu in #7408
• Refa: http API create dataset and test cases by @asiroliu in #7393
• Feat: Modify the segmented component style #3221 by @cike8899 in #7409
• feat: dataset filter by parsing status by @Woody-Hu in #7404
• Feat: Add a language switch drop-down box to the top navigation bar #3221 by @cike8899 in #7416
• Feat: add Qwen3 and OpenAI o series by @yongtenglei in #7415
• Feat: Modify background color of Card #3221 by @cike8899 in #7421
• Fix: whole knowledge graph lost after removing any document in the knowledge base by @alkscr in #7151
• Feat: Using IconFont as an additional icon library #3221 by @cike8899 in #7427
• DOC: Added a UI tip for document parsing by @writinwaters in #7430
• Feat: filler list by user change input by @isthaison in #7389
• Test: Update tests to use new fixture instead of deprecated one by @asiroliu in #7431
• Fix: create dataset remove unnecessary parameter constraints by @asiroliu in #7432
• Fix: Tried to fix the fid mis match under some cases by @Woody-Hu in #7426
• Built-in reranker models have been removed from official deliveries. by @writinwaters in #7439
• Feat: Support passing knowledge base id as variable in retrieval component by @notsyncing in #7088
• Feat: Modify the dataset list page style #3221 by @cike8899 in #7437
• Fix: change create dataset htto api delimiter default value to r'\n' by @asiroliu in #7434
• Feat: Modify the style of the dataset page #3221 by @cike8899 in #7446
• Fix: filed_map was incorrectly persisted by @yongtenglei in #7443
• Fix instructions for Ollama by @raffaem in #7468
• Fix Ollama instructions by @raffaem in #7478
• Fix:Set CUDA_VISIBLE_DEVICES In DefaultEmbedding by @Woody-Hu in #7465
• fix(deps): incorrect nltk download dir by @kowyo in #7447
• fixed errror when vars of cnt begin declare with key contain "begin" by @isthaison in #7457
• perf: optimze figure parser by @liuzhenghua in #7392
• refa: Optimize create dataset validation by @asiroliu in #7451
• Fix: Sometimes VisionFigureParser.figures may is tuple by @Woody-Hu in #7477
• Fix: chat solo issue. by @KevinHuSh in #7479
• Feat: Support knowledge base type input in agent flow debugger by @notsyncing in #7471
• fix: After the file is deleted, it still remains in the bucket. by @liuzhenghua in #7482
• docs: add API key instructions for MCP host mode by @Monster-Beast in #7496
• Feat: Improve 'user_canvan_version' delete and 'document' delete performance by @Woody-Hu in #6553
• Fix:When sharing the knowledge base of multiple tenants with one person, when this person queries the knowledge base of both tenan...

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...

v0.17.2

Improvements

• Adds OpenAI-compatible APIs.
• Introduces a German user interface.
• Accelerates knowledge graph extraction.
• Enables Tavily-based web search in the Retrieval agent component.
• Adds Tongyi-Qianwen QwQ models (OpenAI-compatible).
• Supports CSV files in the General chunk method.

Fixed issues

• Unable to add models via Ollama/Xinference, an issue introduced in v0.17.1.

Related APIs

HTTP APIs

Create chat completion

Python APIs

Create chat completion

What's Changed

• Docs: updates issue templates. by @KevinHuSh in #5913
• Reverted some of the version changes by @writinwaters in #5908
• Docs: reformat. by @KevinHuSh in #5914
• Feat: Add german translations by @HashtagAssist in #5866
• Docs: updates. by @KevinHuSh in #5921
• Optimized graphrag again by @yuzhichang in #5927
• TEST: Added test cases for Update Dataset HTTP API by @asiroliu in #5924
• Feat: Add Breadcrumb component #3221 by @cike8899 in #5929
• Fix: When calling the Create chat completion API, the response data… by @alen08266 in #5928
• Feat: apply LLM to optimize citations. by @KevinHuSh in #5935
• Fix:signal.SIGUSR1 and signal.SIGUSR2 can't use in window. so don't bind signal.SIGUSR1 and signal.SIGUSR2 in the windows env by @donblack01 in #5941
• Fix: HTTP API Updates Read-Only Dataset Fields During Modification #5923 by @RaghavPatidar18 in #5937
• Fix: ollama model add error. by @KevinHuSh in #5947
• Fix: empty value updating. by @KevinHuSh in #5949
• Refa: Optimization of the Deep Research Module Code Structure by @liwenju0 in #5959
• Fixed a Docusaurus display issue. by @writinwaters in #5969
• Fix: Add Knowledge Base Document Parsing Status Check by @liwenju0 in #5966
• TEST: Remove unstable assertion introduced in PR #5924 by @asiroliu in #5968
• Feat: Retrieval supports internet search. by @KevinHuSh in #5974
• For an Agent with an Input Begin value, on the first call the return … by @isthaison in #5957
• Feat: Why can't Retrieval component support internet web search. #5973 by @cike8899 in #5978
• Feat: Add qwq model support to Tongyi-Qianwen factory by @kuro5989 in #5981
• Feat: Alter Item to TransferListItemType #3221 by @cike8899 in #5986
• Feat: add use KG to retrieval component. by @KevinHuSh in #5988
• Feat: add CSV file parsing support by @yongtenglei in #5989
• TEST: Added test cases for Upload Documents HTTP API by @asiroliu in #5991
• Refa: refine the context window size warning. by @KevinHuSh in #5993
• Fix: encode detect error. by @KevinHuSh in #6006
• Test: update test cases per issue #5920 #5923 by @asiroliu in #6007
• Optimize graphrag cache get entity by @yuzhichang in #6018
• 0.17.1 release notes by @writinwaters in #6021
• Feat: Set the default value of Chunk token number to 512 #6016 by @cike8899 in #6017
• Fix: empty api-key causes problems. by @KevinHuSh in #6022
• DOCS: for release. by @KevinHuSh in #6023
• Added 0.17.2 release notes by @writinwaters in #6028

New Contributors

• @HashtagAssist made their first contribution in #5866
• @alen08266 made their first contribution in #5928
• @kuro5989 made their first contribution in #5981

Full Changelog: v0.17.1...v0.17.2

v0.17.1

Improvements

• Improves English tokenization quality.
• Improves the table extraction logic in Markdown document parsing.
• Updates SiliconFlow's model list.
• Supports parsing XLS files (Excel97~2003) with improved corresponding error handling.
• Supports Huggingface rerank models.
• Enables relative time expressions ("now", "yesterday", "last week", "next year", and more) in the Rewrite agent component.

Fixed issues

• A repetitive knowledge graph extraction issue.
• Issues with API calling.
• Options in the Document parser dropdown are missing.
• A Tavily web search issue.
• Unable to preview diagrams or images in an AI chat.

What's Changed

• Fix: possible memory leaks close #5277 by @yihong0618 in #5500
• Fix email validation regex by @felipehertzer in #5533
• Fix: in case running KG repeatly. by @KevinHuSh in #5538
• Optimize prompt. by @KevinHuSh in #5541
• Feat: Add NextLLMSelect with shadcn-ui. #3221 by @cike8899 in #5542
• Fix: bad case for tokenizer. by @KevinHuSh in #5543
• Restructured guides by @writinwaters in #5549
• Feat: Combine Select and LlmSettingFieldItems into LLMSelect. #3221 by @cike8899 in #5548
• Restructured guides by @writinwaters in #5555
• Feat: Render RewriteQuestionForm with shadcn-ui #3221 by @cike8899 in #5551
• Feat: add 'delete' for agent's sessions api and unify apis of agent sdk by @debugdoctor in #5525
• Feat: Render QWeatherForm with shadcn-ui. #3221 by @cike8899 in #5558
• Feat: add toc to api doc by @hjlarry in #5552
• Made task_executor async to speedup parsing by @yuzhichang in #5530
• Feat: Render WikipediaForm and BaiduForm with shadcn-ui. #3221 by @cike8899 in #5564
• Minor: Fixed broken links by @writinwaters in #5565
• Fix: LLM with ___ return cannot be deleted #5585 by @cike8899 in #5587
• Perf: update novita.ai LLM library by @debugdoctor in #5574
• Add separate API service resource to Helm chart by @sd109 in #5572
• Fix: fix may lose part of information of last stream chunck by @yongtenglei in #5584
• Fix: remove KB id restriction while creating chat. by @KevinHuSh in #5588
• Introduced jemalloc by @yuzhichang in #5590
• Fix nursery.start_soon. Close #5575 by @yuzhichang in #5591
• Fix: better start experience PYTHONPATH in shell by @yihong0618 in #5593
• Docs: about meta files in API reference. by @KevinHuSh in #5594
• Feat: Render MessageForm with shadcn-ui. #3221 by @cike8899 in #5596
• Added 0.17.0 release notes by @writinwaters in #5608
• Feat: Render DynamicCategorize with shadcn-ui. #3221 by @cike8899 in #5610
• Fix：Fix the bug of incorrectly gets the APIToken. by @kunyi-yang in #5597
• use to_df replace to_pl when get infinity Result by @dwxiayi in #5604
• fix: issue #5600 by @yihong0618 in #5620
• Fix: image file can't preview by @hjlarry in #5626
• Refactor: Optimize error handling and support parsing of XLS(EXCEL97—2003) files. by @hy89 in #5633
• Minor: improve doc and rm unused file by @hjlarry in #5634
• Fix: parameter error. by @KevinHuSh in #5641
• Refactored DocumentService.update_progress by @yuzhichang in #5642
• Feat: Upload file UI/UX enhancements by @Omarlsg98 in #5359
• Feat: The parsing method is paper and needs to display Document parser. #5467 by @cike8899 in #5652
• fix: issue #5600 by @GuoDapeng in #5645
• Fix: tavily search error. by @KevinHuSh in #5653
• Fix: search citation issue. by @KevinHuSh in #5657
• Docs: updates. by @KevinHuSh in #5661
• refactor: no need to inherit in python3 clean the code by @yihong0618 in #5659
• Feat: Use react-hook-form to synchronize the data of the categorize form to the agent node. #3221 by @cike8899 in #5665
• Miscellaneous updates by @writinwaters in #5670
• Feat: support huggingface re-rank model. by @KevinHuSh in #5684
• Feat: Add rerank option to huggingface's model type drop-down box. #5658 by @cike8899 in #5689
• Minor: improve tips display by @hjlarry in #5631
• Refa: remove max tokens since no one needs it. by @KevinHuSh in #5690
• Fix: Remove the max token parameter. #5640 #5646 by @cike8899 in #5693
• Fix: docs inconsistency. by @KevinHuSh in #5695
• Fix: rerank issue. by @KevinHuSh in #5696
• Refa: remove dataset language and validate dataset name length. by @KevinHuSh in #5707
• Fix: delimiter issue. by @KevinHuSh in #5720
• Fix: too long context during KG issue. by @KevinHuSh in #5723
• Updated instructions in the UI by @writinwaters in #5733
• TEST: Added test cases for Create Dataset HTTP API by @asiroliu in #5724
• Fix: Remove the document language parameter. #5640 by @cike8899 in #5728
• Fix: empty description by @KevinHuSh in #5747
• Fix: can not upload file close #5730 by @yihong0618 in #5742
• Fix: API empty field input. by @KevinHuSh in #5748
• Fix: Resolve inconsistency in APIToken dialog_id field definition by @zanyatta in #5749
• Refa: make Rewrite component effective to relative data expression. by @KevinHuSh in #5752
• Fix: add the validation for parser_config. by @KevinHuSh in #5755
• Fix: Fixed the issue that files cannot be uploaded on the file management page. #5730 by @cike8899 in #5763
• Fix: meta fields updata issue, by @KevinHuSh in #5764
• Fix: truncate message issue. by @KevinHuSh in #5765
• Feat(api): Add dsl parameters to control whether dsl fields are included by @hy89 in #5769
• Feat：Optimize the table extraction logic in the Markdown parser: by @liwenju0 in #5663
• Initial draft of Implemnt deep research by @writinwaters in #5774
• Fix: truncate message issue. by @KevinHuSh in #5776
• TEST: Added test cases for Delete Dataset HTTP API by @asiroliu in #5770
• Refa: SiliconFlow model list refresh. by @KevinHuSh in #5825
• Fix: empty query issue. by @KevinHuSh in #5830
• Feat: When selecting a reordering model, give a prompt that it takes too long. #5834 by @cike8899 in #5835
• Refactor graphrag to remove redis lock by @yuzhichang in #5828
• Fix: keyword compont display issue #5794 by @cike8899 in #5844
• Feat: add sync_dsl parameter to support synchronizing modifications to existing sessions by @hy89 in #5843
• TEST: Added test cases for List Dataset HTTP API by @asiroliu in #5856
• Agent Update: Fix Role Issue and Enhance KB Search by @zhangcdian in #5842
• Feat: Add AvatarGroup component. #3221 by @cike8899 in #5858
• Test: Update test cases per PR #5755 by @asiroliu in #5857
• Fix: dataset_ids parameter by @RaghavPatidar18 in #5864
• Fix: empty dataset parser id. by @KevinHuSh in https://github.com/infiniflow/ra...

v0.17.0

Summary

• AI chat: Implements Deep Research for agentic reasoning. To activate this, enable the Reasoning toggle under the Prompt Engine tab of your chat assistant dialogue.
• AI chat: Leverages Tavily-based web search to enhance contexts in agentic reasoning. To activate this, enter the correct Tavily API key under the Assistant Setting tab of your chat assistant dialogue.
• AI chat: Supports initiating a chat without specifying knowledge bases.
• AI chat: HTML files can also be previewed and referenced, in addition to PDF files.
• Dataset: Adds a Document parser dropdown menu to dataset configurations. This includes a DeepDoc model option, which is time-consuming, a much faster naive option (plain text), which skips DLR (Document Layout Recognition), OCR (Optimal Character Recognition), and TSR (Table Structure Recognition) tasks, and several currently experimental large model options.
• Agent component: (x) or a forward slash / can be used to insert available keys (variables) in the system prompt field of the Generate or Template component.
• Object storage: Supports using Aliyun OSS (Object Storage Service) as a file storage option.
• Models: Updates the supported model list for Tongyi-Qianwen, adding DeepSeek-specific models; adds ModelScope as a model provider.
• APIs: Document metadata can be updated through an API.

What's Changed

• More models for siliconflow. by @KevinHuSh in #4756
• Config chat share by @isthaison in #4700
• Fix Gemini chat issue. by @KevinHuSh in #4757
• optimize TenantLLMService.increase_usage for "can't update token usag… by @DavidSche in #4755
• Refresh Gemini model list. by @KevinHuSh in #4780
• Add a comment to valkey. by @KevinHuSh in #4783
• Fix divided by zero issue. by @KevinHuSh in #4784
• Increase ES update script length. by @KevinHuSh in #4785
• Fix: The requested interface timeout will cause the page to crash #4787 by @cike8899 in #4788
• Inner prompt parameter setting. by @KevinHuSh in #4806
• Feat: Add VariablePickerMenuPlugin to select variables in the prompt text box by menu #4764 by @cike8899 in #4765
• Feat: Fixed the issue where the prompt always displayed the initial value when switching between different generate operators #4764 by @cike8899 in #4808
• Feat: Remove begin's width from agent templates #4764 by @cike8899 in #4809
• Fix KG circle. by @KevinHuSh in #4823
• Fix: Fail to open console with Firefox #4816 by @cike8899 in #4838
• Reformat error message. by @KevinHuSh in #4829
• Feat: Modify the Preset configurations item style to distinguish it from other fields #4844 by @cike8899 in #4845
• Added a release notes by @writinwaters in #4848
• Feat: Add ChatCard #3221 by @cike8899 in #4852
• Make the update script shorter. by @KevinHuSh in #4854
• Feat: Add Sessions component #3221 by @cike8899 in #4865
• fix categorize agent input content not format error by @WANGRUI-ZB in #4842
• Feat: Add ChatBasicSetting component #3221 by @cike8899 in #4876
• Feat: Add hatPromptEngine component #3221 by @cike8899 in #4881
• Fix: Knowledge base page crashes when network connection is lost. #4894 by @cike8899 in #4895
• Changed elasticsearch image url by @yuzhichang in #4897
• fix: big xls file error by @SkyfireWXY in #4859
• Remove use of eval() from operators.py by @panzi in #4888
• Fix xinference chat role order issue. by @KevinHuSh in #4898
• Remove use of eval() from search.py by @panzi in #4887
• Display thinking for deepseek r1 by @KevinHuSh in #4904
• Feat: Add LlmSettingFieldItems component #3221 by @cike8899 in #4906
• Fix: After deleting all conversation lists, the chat input box can still be used for input. #4907 by @cike8899 in #4909
• Organized and add a list of large language models of Nvidia.v1.1 by @DiamondPoirier in #4910
• Add a list of large language models of deepseek and image2text models… by @DiamondPoirier in #4914
• Feat: Add ChatInput component #3221 by @cike8899 in #4915
• Fix DB assistant template error. by @KevinHuSh in #4925
• Feat: Display Think for Deepseek R1 model #4903 by @cike8899 in #4930
• Added a guide on setting metadata by @writinwaters in #4935
• Feat: Bind data to datasets page #3221 by @cike8899 in #4938
• Fixes KeyError: 'content' when using stream=False by @Peterson047 in #4944
• Feat: Add an id to the dataset testing route #3221 by @cike8899 in #4951
• Ignore tenant not found error while increasing token usage. by @KevinHuSh in #4950
• Fix hit cache error while raptoring. by @KevinHuSh in #4955
• format number float by @isthaison in #4954
• Feat: Jump from the chunk page to the dataset page #3221 by @cike8899 in #4961
• add gemini-2.0-flash-thinking-exp-01-21 by @isthaison in #4957
• Feat: Add ParsedPageCard component #3221 by @cike8899 in #4976
• Feat: Add background color to GraphRag configuration #4980 by @cike8899 in #4981
• Added PEP 723 metadata to download_deps.py by @yuzhichang in #4988
• Fix in keywords or question auto-generations. by @KevinHuSh in #5021
• Fix knowledge graph node not found (#4968) by @zhxlp in #4970
• Fix keyerror issue while rebuilding graph. by @KevinHuSh in #5022
• Optimize conversation when uploading attachments by @kuschzzp in #4964
• Feat: add LLM provider PPIO by @saikidev in #5013
• Fix window size of ES issue. by @KevinHuSh in #5026
• Rewrite Support specified language or language according to initial question by @isthaison in #4990
• Remove for KG extraction. by @KevinHuSh in #5027
• Fix: Cannot distinguish between export and import icons #5025 by @cike8899 in #5031
• Ignore exception of empty index. by @KevinHuSh in #5030
• Add another decrypt function. by @KevinHuSh in #5043
• Feat: Replace next-login-bg.svg #3221 by @cike8899 in #5046
• Fix: Starting the source code on Windows, the 'HTTP API' returns 404 by @hy89 in #5042
• Ignore exceptions when no index ahead. by @KevinHuSh in #5047
• Update agent session API, to support uploading files while create a new session by @flygithub in #5039
• update locale vi by @isthaison in #5035
• Specify img2text model by tag by @hrchu in #5063
• Remove for exeSql component. by @KevinHuSh in #5069
• add option Embed into webpage by @isthaison in #5065
• Added a graphrag guide by @writinwaters in #4978
• Fix: The max tokens defined by the tenant are not used (#4297) (#2817) by @zhxlp in #5066
• Feat: Add LanguageAbbreviation to simplify language resource files. #5065 by @cike8899 in #5072
• Feat: Extract the common parts of groupImage2TextOptions and groupOptionsByModelType #5063 by @cike8899 in #5074
• Fix: Chunk problem tag content cannot be displayed completely. #5076 by @cike8899 in #5077
• Feat: Add ChunkedResultPanel #3221 by @cike8899 in #5085
• Added an FAQ by @writinwaters in https://github.com/i...

v0.16.0

Summary

• Updated model list to support DeepSeek R1 and DeepSeek V3, available on both DeepSeek and SiliconFlow
• GraphRAG enhancements and refactoring: Support KG maintenance over the whole knowledge base dynamically; Support Light and General working mode---entity deduplication and community detection become optional.
• Support for Tagging to improve search quality. You can maintain the tags, and tag the chunks of other knowledge bases, to improve the search relevance.
• Support Iterator operator in Agent.
• Support Research Report Generator in Agent.
• Support for customizing the metadata of chunks, enhancing chunk prompts.
• Support for GPU acceleration on DeepDoc.
• Added support for Portuguese.
• Bump Infinity to 0.6.0.dev3.

What's Changed

• Fix: Q&A chunk modification by @cike8899 in #4227
• Miscellaneous updates by @writinwaters in #4228
• Fix component input error. by @KevinHuSh in #4231
• Removing invisible chars before tokenization. by @KevinHuSh in #4233
• Update version info by @JinHai-CN in #4232
• Fixed invoke component parameters #4236 by @gegef2009 in #4237
• Fix bugs by @JinHai-CN in #4241
• Fix text by @JinHai-CN in #4244
• Replace image2text model check with internal image. by @KevinHuSh in #4250
• Update UI text by @JinHai-CN in #4248
• Feat: Add the iteration Node #4242 by @cike8899 in #4247
• Add iteration for agent. by @KevinHuSh in #4258
• Clean query. by @KevinHuSh in #4259
• Feat: Limit the iteration start node to only be the source node #4242 by @cike8899 in #4260
• Fix Python SDK example error. by @KevinHuSh in #4262
• Fix Python SDK example error. by @KevinHuSh in #4263
• Fix: The edit box for the headers parameter of the invoke operator is always loading. #4265 by @cike8899 in #4266
• Feat: Delete useless code #4242 by @cike8899 in #4267
• Fix chat listing error. by @KevinHuSh in #4270
• Update text2sql agent manual document (#4226) by @TeslaZY in #4271
• Initial draft of the begin component reference by @writinwaters in #4272
• Fix some bugs in text2sql.(#4279)(#4281) by @TeslaZY in #4280
• Fix BaiduFanyi TestRun parameter validation and debug method missing … by @WANGRUI-ZB in #4275
• Feat: Translate the system prompt of the generate operator #3993 by @cike8899 in #4283
• Fix agent session list by user_id. by @KevinHuSh in #4285
• Fix the bug in create_dataset function by @Feiue in #4284
• Feat: The Begin and IterationStart operators cannot be deleted using shortcut keys #4287 by @cike8899 in #4288
• Fix: After executing npm i --force locally, the login page cannot be opened #4290 by @cike8899 in #4292
• Code refactor. by @KevinHuSh in #4291
• Fix bugs in chunk api by @Feiue in #4293
• Add top_k for create_chat and update_chat api by @Feiue in #4294
• Refactor by @KevinHuSh in #4303
• Support OpenAI gpt-4o and gpt-4o-mini for img2text by @hrchu in #4300
• Update error message for agent name conflict by @Feiue in #4299
• Show the errors out. by @KevinHuSh in #4305
• Fix: Fixed the issue that the graph could not display the grouping #4180 by @cike8899 in #4306
• Update displayed_name to display_name by @Feiue in #4311
• Fix parameter name error. by @KevinHuSh in #4312
• Feat: Add DatasetCreatingDialog #3221 by @cike8899 in #4313
• Update exesql component for agent by @Feiue in #4307
• Synchronize with enterprise version by @yingfeng in #4325
• Feat: Add FileUploadDialog #3221 by @cike8899 in #4327
• Fix agent_completion bug by @Feiue in #4329
• Fix t_recognizer.py after model updating. by @KevinHuSh in #4330
• Feat: Add model id to ExeSql operator form. #1739 by @cike8899 in #4333
• Fix potential SSRF attack vulnerability by @Feiue in #4334
• Feat: Add FileUploadDialog #3221 (#4327) by @cike8899 in #4335
• Fix total number error. by @KevinHuSh in #4339
• chrome extensions by @isthaison in #4308
• Refactor model list. by @KevinHuSh in #4346
• Improve storage engine by @KennyDizi in #4341
• Adds a research report generator. by @KevinHuSh in #4354
• Fix param error. by @KevinHuSh in #4355
• Fix gemini embedding error. by @KevinHuSh in #4356
• Updated outdated descriptions and added multi-turn optimization by @writinwaters in #4362
• Use LTS polars to resolve some machines don't support AVX CPU flag by @JinHai-CN in #4364
• Feat: Add TagTable #4367 by @cike8899 in #4368
• Added instructions on embedding agent or assistant into a third-party webpage by @writinwaters in #4369
• Refine DB assistant template. by @KevinHuSh in #4383
• Feat: Add LoadingButton #4368 by @cike8899 in #4384
• Fix t_recognizer issue. by @KevinHuSh in #4387
• Refine variable display name. by @KevinHuSh in #4397
• Feat: Add TagWorkCloud #4368 by @cike8899 in #4393
• fix bug, agent invoke can not get params from begin by @WANGRUI-ZB in #4390
• [Fix] fix duckduck go search 202 ratelimit failed by @gegef2009 in #4398
• Fix page size error. by @KevinHuSh in #4401
• Feat: Add description for tag parsing method #4368 by @cike8899 in #4402
• Added generate component description by @writinwaters in #4399
• fix:t_recognizer TypeError: 'super' object is not callable by @michaelice in #4404
• Fix API retrieval error. by @KevinHuSh in #4408
• Feat: Add tag_kwd parameter to chunk configuration modal #4368 by @cike8899 in #4414
• Update error message by @JinHai-CN in #4417
• Added descriptions of the retrieval agent component by @writinwaters in #4416
• Fix typo in helm charts by @hrchu in #4419
• Remove redundant param of rewrite component. by @KevinHuSh in #4422
• Fixed code error when mssql returns multiple columns by @isthaison in #4420
• Let the agent talk while there's pre-set param. by @KevinHuSh in #4423
• Tagging by @KevinHuSh in #4426
• Added a description of the Categorize agent component by @writinwaters in #4428
• Feat: Add TagFeatureItem #4368 by @cike8899 in #4432
• Fix: Modify the text of the category operator form #4412 by @cike8899 in #4433
• fix duckduckgo search subsection error by @gegef2009 in #4430
• Feat: Display tag word cloud on recall test page #4368 by @cike8899 in #4438
• update res vi by @isthaison in #4437
• Error message: Infinity not support table parsing method by @JinHai-CN in #4439
• Add doc meta data. by @KevinHuSh in #4442
• Bump infinity to v0.6.0-dev1 by @yuzhichang in #4448
• Fix: In order to...

v0.15.1

What's Changed

• Fix release.yml by @yuzhichang in #4100
• Miscellaneous updates to session APIs by @writinwaters in #4097
• add typo locale by @isthaison in #4099
• Fixed infinity exception SCORE() / SCORE_FACTORS() requires Fusion or MATCH TEXT or MATCH TENSOR by @yuzhichang in #4110
• Separated list_agents() from session management by @writinwaters in #4111
• Fix fastembed reloading issue. by @KevinHuSh in #4117
• Add parameters for ask_chat and fix bugs in list_sessions by @Feiue in #4119
• Make fast embed and default embed mutually exclusive. by @KevinHuSh in #4121
• fix chunk method "Table" losing content when the Excel file has multi… by @ly0303521 in #4123
• add gemini 2.0 by @isthaison in #4115
• Refactor ask decorator by @JinHai-CN in #4116
• Corrections. by @KevinHuSh in #4127
• Mask password in log by @yuzhichang in #4129
• Fix example in doc by @JinHai-CN in #4133
• Fix redis get error. by @KevinHuSh in #4140
• Fix position_int on infinity by @yuzhichang in #4144
• Update the component of the agent API with parameters. by @Feiue in #4131
• Validate returned chunk at list_chunks and add_chunk by @yuzhichang in #4153
• Fix Voyage re-rank model. Limit file name length. by @KevinHuSh in #4171
• Use s3 configuration from settings module by @KennyDizi in #4167
• Fix bug over chunks classification by document in the promp by @devMls in #4156
• Update jin10.svg by @isthaison in #4159
• Add Llama3.3 by @KevinHuSh in #4174
• Fetch chunk by batches. by @KevinHuSh in #4177
• Fix 'SCORE' not found bug by @JinHai-CN in #4178
• Feat: If there is no result in the recall test, an empty data image will be displayed. #4182 by @cike8899 in #4183
• Fix error of changing embedding model by @JinHai-CN in #4184
• Fix duplicated communitiy by @KevinHuSh in #4187
• Added time to progress message by @yuzhichang in #4185
• Fix: Fixed the issue that the page crashed when the node ID was the same as the combo ID #4180 by @cike8899 in #4191
• Fix raptor bug. by @KevinHuSh in #4192
• Fix score() issue by @JinHai-CN in #4194
• Update progress time info by @JinHai-CN in #4193
• Catch the exception while parsing pptx. by @KevinHuSh in #4202
• fix: stop rerank by model when search result is empty by @mieco in #4203
• Bump infinity to 0.5.2 by @yuzhichang in #4207
• Add user_id for third-party system to record sessions. by @KevinHuSh in #4206
• Remove session owner check. by @KevinHuSh in #4211
• Fix interface as input variable for component. by @KevinHuSh in #4212
• Fix misspell. by @KevinHuSh in #4219
• Fix: Rename chat name, missing field 'avatar' #4125 by @cike8899 in #4221
• Update pyproject.toml to 0.15.1 by @JinHai-CN in #4222

New Contributors

• @ly0303521 made their first contribution in #4123
• @KennyDizi made their first contribution in #4167
• @mieco made their first contribution in #4203

Full Changelog: v0.15.0...v0.15.1