RAGFlow Files

Release v0.20.0 created from [47ba68] at 2025-08-01 21:59:24+08:00

What's Changed

• Feat: Add Tavily operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8400
• Docs: Added v0.19.1 release notes by @writinwaters in https://github.com/infiniflow/ragflow/pull/8398
• Fix: Document parse via API will alot problen by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8407
• Fix: rank feature score should be greater than 0. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8416
• Feat: Solved the conflict between the Handle click and drag events of the canvas node [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8413
• Fix: doc_aggs issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8418
• Fix: Database Query Vulnerable to Injection Attacks in rag/utils/opendal_conn.py by @kira-offgrid in https://github.com/infiniflow/ragflow/pull/8408
• Feat: The delete button is displayed only when the cursor is hovered over the connection line [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8422
• Feat: Add HTTPS setup instructions and configuration for Nginx by @yesidc in https://github.com/infiniflow/ragflow/pull/8401
• Fix: AzureChat model code by @asiroliu in https://github.com/infiniflow/ragflow/pull/8426
• Update .env ,Defaults to the v0.19.1-slim edition by @jason-this in https://github.com/infiniflow/ragflow/pull/8412
• Refa: upgrade MCP SDK to v1.9.4 by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8421
• Docs: Miscellaneous editorial updates by @writinwaters in https://github.com/infiniflow/ragflow/pull/8430
• Feat: Scratch MCP tool calling support. by @notsyncing in https://github.com/infiniflow/ragflow/pull/8263
• Feat: Use the message_id returned by the interface as the id of the reply message [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8434
• fix a bug when using huggingface embedding api by @Rainman5042 in https://github.com/infiniflow/ragflow/pull/8432
• Feat: Delete the agent and tool nodes downstream of the agent node [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8450
• Refactor:Improve insert file logic by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8445
• Test: Add document app tests by @asiroliu in https://github.com/infiniflow/ragflow/pull/8456
• FIX:Saving an RGBA image directly as JPEG will cause an error. If the… by @WuWeiFlow in https://github.com/infiniflow/ragflow/pull/8399
• Feat: Add IterationNode component [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8461
• Fix the bug of long type value overflow by @HaiyangPeng in https://github.com/infiniflow/ragflow/pull/8313
• Docs: exporting created knowledge graphs is not supported by @writinwaters in https://github.com/infiniflow/ragflow/pull/8465
• Feat: add MCP dashboard operations by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8460
• Fix: some cases Task return but not set progress by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8469
• Feat: add MCP treamable-http transport by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8449
• Fix: Solve the OOM issue when passing large PDF files while using QA chunking method. by @liuzhenghua in https://github.com/infiniflow/ragflow/pull/8464
• Feat: Insert the node data of the bottom subagent into the tool array of the head agent [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8471
• RAGFlow service_conf using .env variable by @ruansheng8 in https://github.com/infiniflow/ragflow/pull/8454
• Fixes typo in variable name by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8476
• Refa: improve GraphRAG similarity sensitivity to numeric differences by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8479
• Feat: Filter the query variable drop-down box options by type [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8485
• fix the error 'Unknown field for GenerationConfig: max_tokens' when u… by @Rainman5042 in https://github.com/infiniflow/ragflow/pull/8473
• Fix: Enforce default embedding model in create_dataset / update_dataset by @asiroliu in https://github.com/infiniflow/ragflow/pull/8486
• Adds retrieval result fields to Chunk by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8478
• Feat: Add retrieval tool [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8491
• Feat: Allow operators inside the loop operator to reference the output parameters of external operators [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8498
• Fix parser_config access for layout_recognize in presentation.py by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8492
• Feat: add MCP dashboard functionalities list_tools and test_tool by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8505
• Perf: ignore concate between rows. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8507
• Feat: Add UserFillUpForm component [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8508
• Feat: Customize the output variable name of the loop operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8514
• Fix: Add input validation to chunk creation endpoint by @asiroliu in https://github.com/infiniflow/ragflow/pull/8516
• Feat: Displays the output variable type selected by the loop operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8515
• Fix: chunk number error after re-parsing by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8513
• fix(prompt-editor): resolve initial cursor position and auto-newline … by @FatMii in https://github.com/infiniflow/ragflow/pull/8511
• Feat: Add StringTransform operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8520
• fix: list index out of range by @LeiZhang-Hunter in https://github.com/infiniflow/ragflow/pull/8518
• Fix: user_default_llm configuration doesn't work for OpenAI API compatible LLM factory by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8502
• Refactor:improve the logic to check cancel by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8524
• Refactor: remove useless initialize logic in list_doc by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8523
• Fix memory leaks in PIL image and BytesIO handling during chunk processing by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8522
• Feat: allow users to choose which MCP tools are enabled by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8519
• Fix: chat with tools bug. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8528
• Feat: Fixed the issue where the prompt menu content was hidden [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8530
• Feat: Display sub-agents in agent form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8536
• Feat: Fixed the issue where the begin operator parameters could not be submitted during debugging [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8539
• Refa: limit embedding concurrency and fix chat_with_tool by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8543
• Feat: add gitee as LLM provider. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8545
• Feat: Allow users to enter text in the middle of a chat [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8569
• Feat: Support GiteeAI model [#1853] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8573
• Feat: add GiteeAI as a llm provider. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8572
• Feat: Fixed the issue that the top toolbar disappears when opening the agent operator form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8579
• Adding semaphore usage on the '/run' endpoint by @RafaelFFAumo in https://github.com/infiniflow/ragflow/pull/8526
• Feat: In a dialog message, users can enter different types of data [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8583
• Refa: change mcp_client module to rag/utils/conn by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8578
• doc: change to chunk_token num by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8590
• Pass Form Instance to GoogleModal Form Component by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8586
• Feat: Add file management HTTP_API by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/8395
• Fix: the output log is incorrect by @symvation in https://github.com/infiniflow/ragflow/pull/8577
• Feat: Add agent advanced settings form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8592
• Trivals. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8597
• fix: Correctly format message parts in GoogleChat by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8596
• Fixed the issue where variables were not displayed in the switch operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8601
• Fix: Fixed the issue that the global variables of the code operator cannot be selected [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8605
• Fix: docx parse error. by @zhangwenxuanQAQ in https://github.com/infiniflow/ragflow/pull/8600
• Test: Add tests for chunk API endpoints by @asiroliu in https://github.com/infiniflow/ragflow/pull/8616
• Feat: Construct the to field of the classification operator when saving data [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8610
• Add service_conf and llm_factories options to Helm chart by @sd109 in https://github.com/infiniflow/ragflow/pull/8607
• Add Google Cloud Vision API Integration (Image2Text) by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8608
• fix opendal config 'oss_table' and 'max_allowed_packet' by @whhe in https://github.com/infiniflow/ragflow/pull/8611
• Feat: Convert the arguments parameter of the code operator to a dictionary [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8623
• Update Chrome download URL in use_china_mirrors configuration by @huansinho in https://github.com/infiniflow/ragflow/pull/8628
• make dirs with 'exist_ok=True' by @whhe in https://github.com/infiniflow/ragflow/pull/8629
• Fix: anthropic llm issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8633
• Refa: more robust mcp tool call by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8631
• Fix: page_size can be None error by @CamWang in https://github.com/infiniflow/ragflow/pull/8603
• Minor: fixed broken links. by @writinwaters in https://github.com/infiniflow/ragflow/pull/8636
• Feat: add MCP server test endpoint by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8632
• Feat: Combine the output logs of the same operator together [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8638
• Optimize the style and logic of the profile by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8639
• Feat: Display the iteration operator toolbar [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8645
• Feat: Edit the output data of the code operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8649
• Update svg of SiliconFlow with new LOGO by @jackalcooper in https://github.com/infiniflow/ragflow/pull/8647
• Fix: Fixed the issue of retrieval operator text overlapping [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8652
• Refa: automatic LLMs registration by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8651
• Fix: Fixed the issue where the debug form Switch component had no default value [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8662
• Fix: The data set created by API call failed to parse after uploading the file. by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8657
• feat: use official sources for chromedriver-linux in download_deps.py by @gnowland in https://github.com/infiniflow/ragflow/pull/8665
• Fix(docker-compose)Update docker-compose-base.yml by @Hwting in https://github.com/infiniflow/ragflow/pull/8650
• fix:Optimized the style of the dataset configuration page and added the l… by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8655
• Refa: refactor prompts into markdown-style structure using Jinja2 by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8667
• fix: optimize the chunk result page by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8676
• Fix: Wrong Citation Display [#8594] [#8474] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8671
• Fix: secure canvas by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8670
• Fix a small typo in count of used fragments by @djstrong in https://github.com/infiniflow/ragflow/pull/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 https://github.com/infiniflow/ragflow/pull/8672
• Fix: add ES re-connect once request timeout. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8678
• fix task_service.py by @feeingHe in https://github.com/infiniflow/ragflow/pull/8687
• fix: retry embedding with Qwen family models when limits temporarily reached. by @6607changchun in https://github.com/infiniflow/ragflow/pull/8690
• Feat: Support uploading files when running agent [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8697
• Refa: Update Minio image to specific release version in docker-compose-base.yml by @asiroliu in https://github.com/infiniflow/ragflow/pull/8693
• Fix: Prevent Duplicate Retrieval Requests on Knowledge Testing by @cutiechi in https://github.com/infiniflow/ragflow/pull/8683
• Fix: typo process_duration by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8696
• fix:Use use-chunk-request.ts to replace chunk-hooks.ts; implement chunk selectAll, enable, disable and other functions by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8695
• Fix:disallowed special token while embedding by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8692
• Fix: suppress docker-compose warning by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8698
• Fix: Fix text errors [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8708
• Fix: EsLint Problem of index.tsx by @feeingHe in https://github.com/infiniflow/ragflow/pull/8710
• Feat: Get the running log of each message through the trace interface [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8711
• fix：Added support for preview of txt, md, excel, csv, ppt, image, doc and other files by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8712
• Refactor:Improve the logic in search.py by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8716
• Test: Add dialog app test suite and update common.py with dialog endpoints by @asiroliu in https://github.com/infiniflow/ragflow/pull/8729
• Feat: Add note node [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8728
• fix: Change the data in the dataset page to be obtained using the interface by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8726
• Fix: Add validation for dialog name by @asiroliu in https://github.com/infiniflow/ragflow/pull/8722
• Docs: miscellaneous editorial updates by @writinwaters in https://github.com/infiniflow/ragflow/pull/8731
• Fix:use the same logic to handle pos in tokenize_chunks_with_images by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8732
• Feat: List MCP servers [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8730
• Feat: add advanced document filter by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8723
• Feat: Display MCP multiple selection bar [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8737
• Fix: Change Ollama Embedding Keep Alive by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8734
• Fix: graphrag, raptor can be null for api created kb issue by @CamWang in https://github.com/infiniflow/ragflow/pull/8743
• Docs: Updated upgrading guide by @writinwaters in https://github.com/infiniflow/ragflow/pull/8746
• Feat: Test MCP server [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8757
• Refactor: Improve How To Handle QWenEmbed by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8765
• fix: use tenant_id of kb to get index name in rm chunk func by @whhe in https://github.com/infiniflow/ragflow/pull/8760
• Feat: Avoid the form sheet covering the chat sheet [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8768
• Feat: Delete MCP server [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8772
• Refa: refine retry gap. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8773
• Fix: Resolve typo in /list route function by @haol-co in https://github.com/infiniflow/ragflow/pull/8769
• Feat: Modify the agent tool name [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8780
• Feat: Edit MCP server [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8784
• Feat: add xAI provider by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8781
• Feat: change document status in bulk by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8777
• Fix: Wrong_Input_type_for_Gemin by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8783
• fix: fix dataset-page's bugs by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8786
• Fix: Improve Memory Usage For Presentation by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8792
• Feat: Import and export MCP Server [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8806
• Docs: Updated tips by @writinwaters in https://github.com/infiniflow/ragflow/pull/8809
• Fix: better_handle_different_types by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8775
• Refa: better MIME content type by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8801
• Feat: Add text and markdown file view by @EchoEkhi in https://github.com/infiniflow/ragflow/pull/8767
• fix redundancy package import. by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/8754
• BugFix: AgentCreateBUGFix：required argument are missing: dsl; by @yungongzi in https://github.com/infiniflow/ragflow/pull/8794
• Feat: Filter MCP server list by text. [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8820
• Perf:Remove Useless Convert When BGE Embedding by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8816
• Feat: refine create and list operations for MCP dashboard by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8823
• Feat: Render the mcp list on the agent page [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8829
• Fix:Better Support Table Value Type by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8822
• Perf: Enhance timeout handling. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8826
• Feat: Synchronize MCP data to agent [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8832
• Feat: Adjust agent mcp style [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8841
• Fix: no chunks parsed out for Law by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8842
• Adds 'Vietnamese' to the list of available languages in the cross-language item components by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8843
• Fix: fixed context loss caused by separating markdown tables from original text by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8844
• Update embedding_model.py by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8836
• Perf: make do_cancel quicker. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8846
• Feat: Add authorization token field to the MCP form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8850
• Fix: Remove antd from dataset-page by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8830
• Pref: use redis to check if canceled. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8853
• Fix: fixed invalid save() arguments for slide thumbnails by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8851
• Feat: Display file references for agent dialogues [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8854
• Feat: Add CrawlerForm component [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8857
• Perf: retryable mysql connection. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8858
• Docs: Updated tag set tips. by @writinwaters in https://github.com/infiniflow/ragflow/pull/8860
• Feat: Add agent tool CrawlerForm [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8859
• Adds new Voyage embedding models by @tuankg1028 in https://github.com/infiniflow/ragflow/pull/8845
• Fix: graphknowledge Tree structure not found for treeKey: combo (#7819) by @wingjson in https://github.com/infiniflow/ragflow/pull/8862
• Feat: Add sql form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8874
• Feat: Add bing form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8875
• Perf: set timeout of some steps in KG. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8873
• Perf: add limit to embedding druing KG. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8881
• Refa: Remove useless conver and fix a bug for DefaultRerank by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8887
• Feat: Display the thinking process according to the start_to_think flag of the message [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8888
• fix s3 init config . by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/8886
• fix settings global docStoreConn for opensearch by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/8885
• fix: Fix the problem that the custom footer of modal component by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8877
• Refa: add more logs to KG. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8889
• Fix: Fixed the issue that the knowledge graph could not be displayed [#8890] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8891
• Fix: parameter missing. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8895
• Perf: test llm before RAPTOR. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8897
• Feat: Add TavilyExtract operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8899
• Fix: wrong parameters. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8900
• Feat: Add knowledge graph http api by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/8896
• Feat: Show agent embed dialog [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8903
• Feat: Adjust the EmbedDialog style [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8911
• Fix: when parse markdown support extract image at local by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8906
• Fix: Fixed the issue that the content of the Dropdown section cannot be seen when selecting the next operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8918
• Add OpenSearch support to Helm chart by @sd109 in https://github.com/infiniflow/ragflow/pull/8921
• Feat: Adjust the style of the agent canvas connection line [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8922
• Perf: limit embedding in KG. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8917
• Docs: Updated knowledge graph-specific APIs by @writinwaters in https://github.com/infiniflow/ragflow/pull/8927
• Refactor improve codes for ranker by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8936
• Fix：Add a component of calendar by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8923
• Perf: set timeout for building chunks. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8940
• Feat: Display agent history versions [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8942
• Fix: support cross language for API. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8946
• Feat: Display agent version in pages [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8947
• Fix: Fixed the issue that variables defined in the begin operator cannot be referenced in the switch operator. [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8950
• Fix: Generate avatar; Add knowledge graph; Modify the style of the MultiSelect component by @dcc123456 in https://github.com/infiniflow/ragflow/pull/8952
• Feat: Add model editing functionality with improved UI labels by @adrianad in https://github.com/infiniflow/ragflow/pull/8855
• Fix: Fixed the issue of clicking to run the agent causing an error [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8956
• Fix:Improve float operation when rerank by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8963
• Fix: Fixed the issue that the key parameter duplication check of the begin operator was incorrect [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8964
• Feat: Add the option to use the knowledge graph to the retrieval form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8968
• Feat: Adjust the page header to breadcrumbs [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8971
• Fix: correct cancel logic error by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8973
• Refa: improve usability of Node.js/JavaScript code executor by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8979
• Fix: Refactor parser config handling and add GraphRAG defaults by @asiroliu in https://github.com/infiniflow/ragflow/pull/8778
• Refa: remove temperature since some LLMs fail to support. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/8981
• use quote_plus to escape password in opendal's mysql url by @whhe in https://github.com/infiniflow/ragflow/pull/8976
• Fix: Adds newest Gemini models to fit google's standard API rate limits by @es-zx in https://github.com/infiniflow/ragflow/pull/8970
• Refactor:remove use less convert for FastEmbed by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8984
• Switch to StatefulSet resources for stateful components by @sd109 in https://github.com/infiniflow/ragflow/pull/8985
• fix: use consistent filenames for chrome & chromedriver by @gnowland in https://github.com/infiniflow/ragflow/pull/8991
• Fix: Increase timeouts for document parsing and model checks by @asiroliu in https://github.com/infiniflow/ragflow/pull/8996
• Fix: Fixed the issue where the error prompt box on the Agent page would be covered [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/8992
• Feat: OpenAI-compatible-API supports references by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8997
• Feat: Share agent dialog box externally [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9005
• Feat: add model provider DeepInfra by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9003
• Fix: typo Bearer token by @yongtenglei in https://github.com/infiniflow/ragflow/pull/8998
• Bump to infinity v0.6.0-dev4 by @yuzhichang in https://github.com/infiniflow/ragflow/pull/9013
• Fix：Optimize Agent template page, fix bugs in knowledge base by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9009
• Fix OpenSearch liveness probe by @sd109 in https://github.com/infiniflow/ragflow/pull/9012
• Trival. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9015
• Ensure Redis volumeClaimTemplate labels are deterministic by @sd109 in https://github.com/infiniflow/ragflow/pull/9016
• fix: obfuscate additional server secrets values by @gnowland in https://github.com/infiniflow/ragflow/pull/9014
• Feat: Modify the background color of the agent canvas [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9020
• Fix issue with keep_alive=-1 for ollama chat model by allowing a user to set an additional configuration option by @vdmitriyev in https://github.com/infiniflow/ragflow/pull/9017
• Feat: Allows users to delete a condition of a conditional operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9022
• Fix: exception layout_type in is_caption by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9028
• Feat: Upload files in the chat box on the agent page [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9035
• Docs: Updated UI tips by @writinwaters in https://github.com/infiniflow/ragflow/pull/9033
• Feat: Downstream operators can get the variables defined by the user input operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9036
• Bug fix: OpenSearch chunk update some api error by @pyyuhao in https://github.com/infiniflow/ragflow/pull/9032
• Feature: Support set chats kbs to empty by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9038
• Refactor parser code by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/9042
• Fix: Add parsing animations to the agent log and optimize some page styles by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9040
• get keep alive from env by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9039
• Refa: validation utils to use Pydantic v2 style models by @asiroliu in https://github.com/infiniflow/ragflow/pull/9037
• Refa: suppress DB migration error logs by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9043
• Feat: Keep the workflow page link unchanged [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9045
• Feat: Filter the agent form's large model list by type [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9049
• Fix:in the knowledge base operation file will result in an error by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/8962
• Refactor: Remove Useless split for BedrockEmbed by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9067
• adding platform: linux/amd64 to the mac build by @chopley in https://github.com/infiniflow/ragflow/pull/9059
• Fix: Fixed the issue that the condition of deleting the classification operator cannot be connected anymore [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9068
• Feat: Add agent log-sheet in cavas and log-sheet in share's page by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9072
• Feat: Click the edit tool button of the agent form to open the corresponding form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/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 https://github.com/infiniflow/ragflow/pull/9018
• Feat: The operator is displayed only when the number of conditions is greater than 1 [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9077
• Added infinity rank_feature support by @yuzhichang in https://github.com/infiniflow/ragflow/pull/9044
• Feat: Render the uploaded agent message file [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9081
• Feat: Add Google operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9086
• Feat: Add Yahoo Finance Operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9088
• Docs: add MCP streamable-http transport by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9093
• Feat: Add Email and DuckDuckGo and Wikipedia Operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9090
• Feat: Add Arxiv GoogleScholar operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9102
• Feat: Enable MCP streamable-http model via docker compose by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9092
• Update embedding_model.py by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9083
• Feat: parsing supports jsonl or ldjson format by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9087
• Feat: Add agent-log-list page by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9076
• docs: Complete tool calling bash script in MCP client example by @Imyukehan in https://github.com/infiniflow/ragflow/pull/9073
• Add Redis data retention policy config options by @sd109 in https://github.com/infiniflow/ragflow/pull/9080
• Fix: fix error 429 api rate limit when building knowledge graph for all chat model and Mistral embedding model by @es-zx in https://github.com/infiniflow/ragflow/pull/9106
• Feat: Add invoke and github operators [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9112
• Fix : API /document/thumbnails using wrong method to get ''doc_ids' by @zhangwenxuanQAQ in https://github.com/infiniflow/ragflow/pull/9097
• Image validation of the image2text model without using local paths by @kuschzzp in https://github.com/infiniflow/ragflow/pull/9052
• Feat: Add wencai operator [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9116
• Refa: Update base64 test image with new sample data by @asiroliu in https://github.com/infiniflow/ragflow/pull/9115
• Feat: Translate operator names and allow mailboxes to reference operator names [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9118
• Feat: Add log-detail page,Improve the style of chat boxes by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9119
• Feat: Handling abnormal anchor points of agent operators [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9121
• Feat: Redesign and refactor agent module by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9113
• Feat: Make the agent dialog window exposed to the outside world fill in the begin form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9124
• Fix: Disable Auto-scroll when user looks back through historical chat-Bug 9062 by @chopley in https://github.com/infiniflow/ragflow/pull/9107
• Rafe: Update LLMService type hints by @asiroliu in https://github.com/infiniflow/ragflow/pull/9131
• Feat: Replace the link of the old version of the agent module [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9130
• Refactor: Improve the try catch logic for XinferenceEmbed by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9128
• add Kimi-K2-Instruct from Tongyi-Qianwen API by @TeslaZY in https://github.com/infiniflow/ragflow/pull/9125
• Feat/support 302ai provider by @JI4JUN in https://github.com/infiniflow/ragflow/pull/8742
• Feat: Displays the tool operator icon [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9133
• Feat: Add thought info to every component. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9134
• Fix: Improve Agent templates functionality and fix some UI style issues by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9129
• Feat: Display operator icons on the agent form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9138
• Feat: Delete the operator node and hide the corresponding sheet [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9142
• Fix: Redis stream lag can be nil by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9139
• Refactor:Introduce Image Close For GeminiCV by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9147
• Fix: Fix share-chat bugs by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9150
• Fix: kimi-latest is not authorized by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9151
• Feat: Remove the exception comment field from the agent form [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9153
• Add a series of qwen3 latest SOTA models by @TeslaZY in https://github.com/infiniflow/ragflow/pull/9140
• Feat: Add industry-related search keyword generation function by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/9156
• Feat: Modify the style of the agent page bright theme [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9162
• Fix: Fixed share-log UI issues and log-template bugs by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9166
• Feat: Adjust the style of the note node [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9167
• Docs: Updated docs for 0.20.0 by @writinwaters in https://github.com/infiniflow/ragflow/pull/9169
• Docs: Update version references to v0.20.0 in READMEs and docs by @asiroliu in https://github.com/infiniflow/ragflow/pull/9164
• Docs: Update demo GIFs in README files by @asiroliu in https://github.com/infiniflow/ragflow/pull/9170
• Docs: Add agentic workflow support to latest updates in READMEs by @asiroliu in https://github.com/infiniflow/ragflow/pull/9171
• Refa: add result to callback for agent tool use. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9137
• Fix: Share-log bugs by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9172

New Contributors

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

Full Changelog: https://github.com/infiniflow/ragflow/compare/v0.19.1...v0.20.0