v0.20.0

Released on August 1, 2025.

Features and improvements

• Unified orchestration of both Agents and Workflows.
• A comprehensive refactor of the Agent, greatly enhancing its capabilities and usability, with support for Multi-Agent configurations, planning and reflection, and visual functionalities.
• Fully realized MCP functionality, allowing for MCP Server import, Agents functioning as MCP Clients, and RAGFlow itself operating as an MCP Server.
• Access to runtime logs for Agents.
• Chat histories with Agents available through the management panel.
• Integration of a new, more robust version of Infinity, enabling the auto-tagging functionality with Infinity as the underlying document engine.
• An OpenAI-compatible API that supports file reference information.
• Support for new models, including Kimi K2, Grok 4, and Voyage.

10 new Agent templates are now available:

• Multi-Agent based Deep Research: Collaborative Agent teamwork led by a Lead Agent with multiple Subagents, distinct from traditional workflow orchestration.
• An intelligent Q&A chatbot leveraging internal knowledge bases, designed for customer service and training scenarios.
• A resume analysis template used by the RAGFlow team to screen, analyze, and record candidate information.
• A blog generation workflow that transforms raw ideas into SEO-friendly blog content.
• An intelligent customer service workflow.
• A user feedback analysis template that directs user feedback to appropriate teams through semantic analysis.
• Trip Planner: Uses web search and MCP maps to assist with travel planning.
• Image Lingo: Translates content from uploaded photos.
• An information search assistant that retrieves answers from both internal knowledge bases and the web.

Breaking changes

From v0.20.0 onwards, Agents are no longer compatible with earlier versions, and all existing Agents from previous versions must be rebuilt following the upgrade.

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 #8611
• Feat: Convert the arguments parameter of the code operator to a dictionary #3221 by @cike8899 in #8623
• Update Chrome download URL in use_china_mirrors configuration by @huansinho in #8628
• make dirs with 'exist_ok=True' by @whhe in #8629
• Fix: anthropic llm issue. by @KevinHuSh in #8633
• Refa: more robust mcp tool call by @yongtenglei in #8631
• Fix: page_size can be None error by @CamWang in #8603
• Minor: fixed broken links. by @writinwaters in #8636
• Feat: add MCP server test endpoint by @yongtenglei in #8632
• Feat: Combine the output logs of the same operator together #3221 by @cike8899 in #8638
• Optimize the style and logic of the profile by @dcc123456 in #8639
• Feat: Display the iteration operator toolbar #3221 by @cike8899 in #8645
• Feat: Edit the output data of the code operator #3221 by @cike8899 in #8649
• Update svg of SiliconFlow with new LOGO by @jackalcooper in #8647
• Fix: Fixed the issue of retrieval operator text overlapping #3221 by @cike8899 in #8652
• Refa: automatic LLMs registration by @yongtenglei in #8651
• Fix: Fixed the issue where the debug form Switch component had no default value #3221 by @cike8899 in #8662
• Fix: The data set created by API call failed to parse after uploading the file. by @Woody-Hu in #8657
• feat: use official sources for chromedriver-linux in download_deps.py by @gnowland in #8665
• Fix(docker-compose)Update docker-compose-base.yml by @Hwting in #8650
• fix:Optimized the style of the dataset configuration page and added the l… by @dcc123456 in #8655
• Refa: refactor prompts into markdown-style structure using Jinja2 by @yongtenglei in #8667
• fix: optimize the chunk result page by @dcc123456 in #8676
• Fix: Wrong Citation Display #8594 #8474 by @cike8899 in #8671
• Fix: secure canvas by @yongtenglei in #8670
• Fix a small typo in count of used fragments by @djstrong in #8673
• fix(docker-compose):The old base image lost the curl command, and the image has been updated to fix this issue. Add Health Check by @Hwting in #8672
• Fix: add ES re-connect once request timeout. by @KevinHuSh in #8678
• fix task_service.py by @feeingHe in #8687
• fix: retry embedding with Qwen family models when limits temporarily reached. by @6607changchun in #8690
• Feat: Support uploading files when running agent #3221 by @cike8899 in #8697
• Refa: Update Minio image to specific release version in docker-compose-base.yml by @asiroliu in #8693
• Fix: Prevent Duplicate Retrieval Requests on Knowledge Testing by @cutiechi in #8683
• Fix: typo process_duration by @yongtenglei in #8696
• fix:Use use-chunk-request.ts to replace chunk-hooks.ts; implement chunk selectAll, enable, disable and other functions by @dcc123456 in #8695
• Fix:disallowed special token while embedding by @Woody-Hu in #8692
• Fix: suppress docker-compose warning by @yongtenglei in #8698
• Fix: Fix text errors #3221 by @cike8899 in #8708
• Fix: EsLint Problem of index.tsx by @feeingHe in #8710
• Feat: Get the running log of each message through the trace interface #3221 by @cike8899 in #8711
• fix：Added support for preview of txt, md, excel, csv, ppt, image, doc and other files by @dcc123456 in #8712
• Refactor:Improve the logic in search.py by @Woody-Hu in #8716
• Test: Add dialog app test suite and update common.py with dialog endpoints by @asiroliu in #8729
• Feat: Add note node #3221 by @cike8899 in #8728
• fix: Change the data in the dataset page to be obtained using the interface by @dcc123456 in #8726
• Fix: Add validation for dialog name by @asiroliu in #8722
• Docs: miscellaneous editorial updates by @writinwaters in #8731
• Fix:use the same logic to handle pos in tokenize_chunks_with_images by @Woody-Hu in #8732
• Feat: List MCP servers #3221 by @cike8899 in #8730
• Feat: add advanced document filter by @yongtenglei in #8723
• Feat: Display MCP multiple selection bar #3221 by @cike8899 in #8737
• Fix: Change Ollama Embedding Keep Alive by @Woody-Hu in #8734
• Fix: graphrag, raptor can be null for api created kb issue by @CamWang in #8743
• Docs: Updated upgrading guide by @writinwaters in #8746
• Feat: Test MCP server #3221 by @cike8899 in #8757
• Refactor: Improve How To Handle QWenEmbed by @Woody-Hu in #8765
• fix: use tenant_id of kb to get index name in rm chunk func by @whhe in #8760
• Feat: Avoid the form sheet covering the chat sheet #3221 by @cike8899 in #8768
• Feat: Delete MCP server #3221 by @cike8899 in #8772
• Refa: refine retry gap. by @KevinHuSh in #8773
• Fix: Resolve typo in /list route function by @haol-co in #8769
• Feat: Modify the agent tool name #3221 by @cike8899 in #8780
• Feat: Edit MCP server #3221 by @cike8899 in #8784
• Feat: add xAI provider by @yongtenglei in #8781
• Feat: change document status in bulk by @yongtenglei in #8777
• Fix: Wrong_Input_type_for_Gemin by @Woody-Hu in #8783
• fix: fix dataset-page's bugs by @dcc123456 in #8786
• Fix: Improve Memory Usage For Presentation by @Woody-Hu in #8792
• Feat: Import and export MCP Server #3221 by @cike8899 in #8806
• Docs: Updated tips by @writinwaters in #8809
• Fix: better_handle_different_types by @Woody-Hu in #8775
• Refa: better MIME content type by @yongtenglei in #8801
• Feat: Add text and markdown file view by @EchoEkhi in #8767
• fix redundancy package import. by @zhanluxianshen in #8754
• BugFix: AgentCreateBUGFix：required argument are missing: dsl; by @yungongzi in #8794
• Feat: Filter MCP server list by text. #3221 by @cike8899 in #8820
• Perf:Remove Useless Convert When BGE Embedding by @Woody-Hu in #8816
• Feat: refine create and list operations for MCP dashboard by @yongtenglei in #8823
• Feat: Render the mcp list on the agent page #3221 by @cike8899 in #8829
• Fix:Better Support Table Value Type by @Woody-Hu in #8822
• Perf: Enhance timeout handling. by @KevinHuSh in #8826
• Feat: Synchronize MCP data to agent #3221 by @cike8899 in #8832
• Feat: Adjust agent mcp style #3221 by @cike8899 in #8841
• Fix: no chunks parsed out for Law by @yongtenglei in #8842
• Adds 'Vietnamese' to the list of available languages in the cross-language item components by @tuankg1028 in #8843
• Fix: fixed context loss caused by separating markdown tables from original text by @yongtenglei in #8844
• Update embedding_model.py by @Woody-Hu in #8836
• Perf: make do_cancel quicker. by @KevinHuSh in #8846
• Feat: Add authorization token field to the MCP form #3221 by @cike8899 in #8850
• Fix: Remove antd from dataset-page by @dcc123456 in #8830
• Pref: use redis to check if canceled. by @KevinHuSh in #8853
• Fix: fixed invalid save() arguments for slide thumbnails by @yongtenglei in #8851
• Feat: Display file references for agent dialogues #3221 by @cike8899 in #8854
• Feat: Add CrawlerForm component #3221 by @cike8899 in #8857
• Perf: retryable mysql connection. by @KevinHuSh in #8858
• Docs: Updated tag set tips. by @writinwaters in #8860
• Feat: Add agent tool CrawlerForm #3221 by @cike8899 in #8859
• Adds new Voyage embedding models by @tuankg1028 in #8845
• Fix: graphknowledge Tree structure not found for treeKey: combo (#7819) by @wingjson in #8862
• Feat: Add sql form #3221 by @cike8899 in #8874
• Feat: Add bing form #3221 by @cike8899 in #8875
• Perf: set timeout of some steps in KG. by @KevinHuSh in #8873
• Perf: add limit to embedding druing KG. by @KevinHuSh in #8881
• Refa: Remove useless conver and fix a bug for DefaultRerank by @Woody-Hu in #8887
• Feat: Display the thinking process according to the start_to_think flag of the message #3221 by @cike8899 in #8888
• fix s3 init config . by @zhanluxianshen in #8886
• fix settings global docStoreConn for opensearch by @zhanluxianshen in #8885
• fix: Fix the problem that the custom footer of modal component by @dcc123456 in #8877
• Refa: add more logs to KG. by @KevinHuSh in #8889
• Fix: Fixed the issue that the knowledge graph could not be displayed #8890 by @cike8899 in #8891
• Fix: parameter missing. by @KevinHuSh in #8895
• Perf: test llm before RAPTOR. by @KevinHuSh in #8897
• Feat: Add TavilyExtract operator #3221 by @cike8899 in #8899
• Fix: wrong parameters. by @KevinHuSh in #8900
• Feat: Add knowledge graph http api by @huang-aoqin in #8896
• Feat: Show agent embed dialog #3221 by @cike8899 in #8903
• Feat: Adjust the EmbedDialog style #3221 by @cike8899 in #8911
• Fix: when parse markdown support extract image at local by @Woody-Hu in #8906
• Fix: Fixed the issue that the content of the Dropdown section cannot be seen when selecting the next operator #3221 by @cike8899 in #8918
• Add OpenSearch support to Helm chart by @sd109 in #8921
• Feat: Adjust the style of the agent canvas connection line #3221 by @cike8899 in #8922
• Perf: limit embedding in KG. by @KevinHuSh in #8917
• Docs: Updated knowledge graph-specific APIs by @writinwaters in #8927
• Refactor improve codes for ranker by @Woody-Hu in #8936
• Fix：Add a component of calendar by @dcc123456 in #8923
• Perf: set timeout for building chunks. by @KevinHuSh in #8940
• Feat: Display agent history versions #3221 by @cike8899 in #8942
• Fix: support cross language for API. by @KevinHuSh in #8946
• Feat: Display agent version in pages #3221 by @cike8899 in #8947
• Fix: Fixed the issue that variables defined in the begin operator cannot be referenced in the switch operator. #3221 by @cike8899 in #8950
• Fix: Generate avatar; Add knowledge graph; Modify the style of the MultiSelect component by @dcc123456 in #8952
• Feat: Add model editing functionality with improved UI labels by @adrianad in #8855
• Fix: Fixed the issue of clicking to run the agent causing an error #3221 by @cike8899 in #8956
• Fix:Improve float operation when rerank by @Woody-Hu in #8963
• Fix: Fixed the issue that the key parameter duplication check of the begin operator was incorrect #3221 by @cike8899 in #8964
• Feat: Add the option to use the knowledge graph to the retrieval form #3221 by @cike8899 in #8968
• Feat: Adjust the page header to breadcrumbs #3221 by @cike8899 in #8971
• Fix: correct cancel logic error by @yongtenglei in #8973
• Refa: improve usability of Node.js/JavaScript code executor by @yongtenglei in #8979
• Fix: Refactor parser config handling and add GraphRAG defaults by @asiroliu in #8778
• Refa: remove temperature since some LLMs fail to support. by @KevinHuSh in #8981
• use quote_plus to escape password in opendal's mysql url by @whhe in #8976
• Fix: Adds newest Gemini models to fit google's standard API rate limits by @es-zx in #8970
• Refactor:remove use less convert for FastEmbed by @Woody-Hu in #8984
• Switch to StatefulSet resources for stateful components by @sd109 in #8985
• fix: use consistent filenames for chrome & chromedriver by @gnowland in #8991
• Fix: Increase timeouts for document parsing and model checks by @asiroliu in #8996
• Fix: Fixed the issue where the error prompt box on the Agent page would be covered #3221 by @cike8899 in #8992
• Feat: OpenAI-compatible-API supports references by @yongtenglei in #8997
• Feat: Share agent dialog box externally #3221 by @cike8899 in #9005
• Feat: add model provider DeepInfra by @yongtenglei in #9003
• Fix: typo Bearer token by @yongtenglei in #8998
• Bump to infinity v0.6.0-dev4 by @yuzhichang in #9013
• Fix：Optimize Agent template page, fix bugs in knowledge base by @dcc123456 in #9009
• Fix OpenSearch liveness probe by @sd109 in #9012
• Trival. by @KevinHuSh in #9015
• Ensure Redis volumeClaimTemplate labels are deterministic by @sd109 in #9016
• fix: obfuscate additional server secrets values by @gnowland in #9014
• Feat: Modify the background color of the agent canvas #3221 by @cike8899 in #9020
• Fix issue with keep_alive=-1 for ollama chat model by allowing a user to set an additional configuration option by @vdmitriyev in #9017
• Feat: Allows users to delete a condition of a conditional operator #3221 by @cike8899 in #9022
• Fix: exception layout_type in is_caption by @yongtenglei in #9028
• Feat: Upload files in the chat box on the agent page #3221 by @cike8899 in #9035
• Docs: Updated UI tips by @writinwaters in #9033
• Feat: Downstream operators can get the variables defined by the user input operator #3221 by @cike8899 in #9036
• Bug fix: OpenSearch chunk update some api error by @pyyuhao in #9032
• Feature: Support set chats kbs to empty by @Woody-Hu in #9038
• Refactor parser code by @JinHai-CN in #9042
• Fix: Add parsing animations to the agent log and optimize some page styles by @dcc123456 in #9040
• get keep alive from env by @Woody-Hu in #9039
• Refa: validation utils to use Pydantic v2 style models by @asiroliu in #9037
• Refa: suppress DB migration error logs by @yongtenglei in #9043
• Feat: Keep the workflow page link unchanged #3221 by @cike8899 in #9045
• Feat: Filter the agent form's large model list by type #3221 by @cike8899 in #9049
• Fix:in the knowledge base operation file will result in an error by @Woody-Hu in #8962
• Refactor: Remove Useless split for BedrockEmbed by @Woody-Hu in #9067
• adding platform: linux/amd64 to the mac build by @chopley in #9059
• Fix: Fixed the issue that the condition of deleting the classification operator cannot be connected anymore #3221 by @cike8899 in #9068
• Feat: Add agent log-sheet in cavas and log-sheet in share's page by @dcc123456 in #9072
• Feat: Click the edit tool button of the agent form to open the corresponding form #3221 by @cike8899 in #9071
• Fix:When deleting a knowledge base that is currently performing a parsing task, the parsing queue will not be deleted! by @Woody-Hu in #9018
• Feat: The operator is displayed only when the number of conditions is greater than 1 #3221 by @cike8899 in #9077
• Added infinity rank_feature support by @yuzhichang in #9044
• Feat: Render the uploaded agent message file #3221 by @cike8899 in #9081
• Feat: Add Google operator #3221 by @cike8899 in #9086
• Feat: Add Yahoo Finance Operator #3221 by @cike8899 in #9088
• Docs: add MCP streamable-http transport by @yongtenglei in #9093
• Feat: Add Email and DuckDuckGo and Wikipedia Operator #3221 by @cike8899 in #9090
• Feat: Add Arxiv GoogleScholar operator #3221 by @cike8899 in #9102
• Feat: Enable MCP streamable-http model via docker compose by @yongtenglei in #9092
• Update embedding_model.py by @Woody-Hu in #9083
• Feat: parsing supports jsonl or ldjson format by @yongtenglei in #9087
• Feat: Add agent-log-list page by @dcc123456 in #9076
• docs: Complete tool calling bash script in MCP client example by @Imyukehan in #9073
• Add Redis data retention policy config options by @sd109 in #9080
• Fix: fix error 429 api rate limit when building knowledge graph for all chat model and Mistral embedding model by @es-zx in #9106
• Feat: Add invoke and github operators #3221 by @cike8899 in #9112
• Fix : API /document/thumbnails using wrong method to get ''doc_ids' by @zhangwenxuanQAQ in #9097
• Image validation of the image2text model without using local paths by @kuschzzp in #9052
• Feat: Add wencai operator #3221 by @cike8899 in #9116
• Refa: Update base64 test image with new sample data by @asiroliu in #9115
• Feat: Translate operator names and allow mailboxes to reference operator names #3221 by @cike8899 in #9118
• Feat: Add log-detail page,Improve the style of chat boxes by @dcc123456 in #9119
• Feat: Handling abnormal anchor points of agent operators #3221 by @cike8899 in #9121
• Feat: Redesign and refactor agent module by @KevinHuSh in #9113
• Feat: Make the agent dialog window exposed to the outside world fill in the begin form #3221 by @cike8899 in #9124
• Fix: Disable Auto-scroll when user looks back through historical chat-Bug 9062 by @chopley in #9107
• Rafe: Update LLMService type hints by @asiroliu in #9131
• Feat: Replace the link of the old version of the agent module #3221 by @cike8899 in #9130
• Refactor: Improve the try catch logic for XinferenceEmbed by @Woody-Hu in #9128
• add Kimi-K2-Instruct from Tongyi-Qianwen API by @TeslaZY in #9125
• Feat/support 302ai provider by @JI4JUN in #8742
• Feat: Displays the tool operator icon #3221 by @cike8899 in #9133
• Feat: Add thought info to every component. by @KevinHuSh in #9134
• Fix: Improve Agent templates functionality and fix some UI style issues by @dcc123456 in #9129
• Feat: Display operator icons on the agent form #3221 by @cike8899 in #9138
• Feat: Delete the operator node and hide the corresponding sheet #3221 by @cike8899 in #9142
• Fix: Redis stream lag can be nil by @yongtenglei in #9139
• Refactor:Introduce Image Close For GeminiCV by @Woody-Hu in #9147
• Fix: Fix share-chat bugs by @dcc123456 in #9150
• Fix: kimi-latest is not authorized by @yongtenglei in #9151
• Feat: Remove the exception comment field from the agent form #3221 by @cike8899 in #9153
• Add a series of qwen3 latest SOTA models by @TeslaZY in #9140
• Feat: Add industry-related search keyword generation function by @huang-aoqin in #9156
• Feat: Modify the style of the agent page bright theme #3221 by @cike8899 in #9162
• Fix: Fixed share-log UI issues and log-template bugs by @dcc123456 in #9166
• Feat: Adjust the style of the note node #3221 by @cike8899 in #9167
• Docs: Updated docs for 0.20.0 by @writinwaters in #9169
• Docs: Update version references to v0.20.0 in READMEs and docs by @asiroliu in #9164
• Docs: Update demo GIFs in README files by @asiroliu in #9170
• Docs: Add agentic workflow support to latest updates in READMEs by @asiroliu in #9171
• Refa: add result to callback for agent tool use. by @KevinHuSh in #9137
• Fix: Share-log bugs by @dcc123456 in #9172

New Contributors

• @kira-offgrid made their first contribution in #8408
• @yesidc made their first contribution in #8401
• @jason-this made their first contribution in #8412
• @Rainman5042 made their first contribution in #8432
• @WuWeiFlow made their first contribution in #8399
• @ruansheng8 made their first contribution in #8454
• @tuankg1028 made their first contribution in #8476
• @FatMii made their first contribution in #8511
• @RafaelFFAumo made their first contribution in #8526
• @symvation made their first contribution in #8577
• @zhangwenxuanQAQ made their first contribution in #8600
• @huansinho made their first contribution in #8628
• @CamWang made their first contribution in #8603
• @jackalcooper made their first contribution in #8647
• @Hwting made their first contribution in #8650
• @djstrong made their first contribution in #8673
• @feeingHe made their first contribution in #8687
• @6607changchun made their first contribution in #8690
• @haol-co made their first contribution in #8769
• @EchoEkhi made their first contribution in #8767
• @zhanluxianshen made their first contribution in #8754
• @es-zx made their first contribution in #8970
• @vdmitriyev made their first contribution in #9017
• @chopley made their first contribution in #9059
• @Imyukehan made their first contribution in #9073
• @JI4JUN made their first contribution in #8742

Full Changelog: v0.19.1...v0.20.0