RAGFlow Files

Summary

Improvements

• Agent Performance Optimized: Improved planning and reflection speed for simple tasks; optimized concurrent tool calls for parallelizable scenarios, significantly reducing overall response time.
• Agent Prompt Framework exposed: Developers can now customize and override framework-level prompts in the system prompt section, enhancing flexibility and control.
• Execute SQL Component Enhanced: Replaced the original variable reference component with a text input field, allowing free-form SQL writing with variable support.
• Chat: Re-enabled Reasoning and Cross-language search.
• Retrieval API Enhanced: Added metadata filtering support to the Retrieve chunks method.

Added models

• Meituan LongCat
• Kimi: kimi-k2-turbo-preview and kimi-k2-0905-preview
• Qwen: qwen3-max-preview
• SiliconFlow: DeepSeek V3.1

Fixed issues

• Dataset: Deleted files remained searchable.
• Chat: Unable to chat with an Ollama model.
• Agent: Resolved issues including cite toggle failure, task mode requiring dialogue triggers, repeated answers in multi-turn dialogues, and duplicate summarization of parallel execution results.

What's Changed

• Fix typo by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/9766
• Feature/workflow en cn by @YyBoom233 in https://github.com/infiniflow/ragflow/pull/9742
• Fix: second round value removal. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9756
• Refactor: Improve the try logic for upload_to_minio by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9735
• add Russian in translation table index.tsx by @rjohny55 in https://github.com/infiniflow/ragflow/pull/9773
• Clarify installation of pre-commit alongside uv in README by @aopstudio in https://github.com/infiniflow/ragflow/pull/9749
• Feat: Add AvatarUpload component [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9777
• Add Russian language Update app.tsx by @rjohny55 in https://github.com/infiniflow/ragflow/pull/9772
• The agent directly outputs the results under the task model [#9745] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9746
• Improve model tag rendering by splitting comma-separated string into styled <Tag> components by @aopstudio in https://github.com/infiniflow/ragflow/pull/9762
• Fix: agent template error. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9784
• Feat: Use AvatarUpload to replace the avatar settings on the dataset and search pages [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9785
• Fix: Optimized variable node display and Agent template multi-language support [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9787
• Refa: unify reference format of agent completion and OpenAI-compatible completion API by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9792
• Fix: Fixed the issue where the thinking mode on the chat page could not be turned off [#9789] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9794
• Feat: init dataflow. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9791
• Feat: Extract the save buttons for dataset and chat configurations to separate files to increase permission control [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9803
• Fix: Optimized Input and MultiSelect component functionality and dataSet-chunk page styling [#9779] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9815
• Fix: Ollama chat cannot access remote deployment by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9816
• Fix: Fixed the issue that similarity threshold modification in chat and search configuration failed [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9821
• Feat: add SearXNG search tool to Agent (frontend + backend, i18n) by @RuyXu in https://github.com/infiniflow/ragflow/pull/9699
• Fix: Optimized the style and functionality of multiple components [#3221] [#9817] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9824
• Feat: Allow users to delete their profile pictures [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9826
• Refa: revise the implementation of LightRAG and enable response caching by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9828
• Feat: Create a conversation before uploading files [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9832
• UI updates by @writinwaters in https://github.com/infiniflow/ragflow/pull/9836
• Fix: Optimize styling and add a search settings loading state [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9830
• Fix: Optimize page layout and style [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9852
• Feat: Move the dataset permission drop-down box to a separate file for better permission control [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9850
• Docs: Refactored Retrieval component reference by @writinwaters in https://github.com/infiniflow/ragflow/pull/9862
• Refactor: Improve the buffer close for vision_llm_chunk by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9845
• Use 'float' explicitly for OpenAI's embedding "encoding_format" by @haiyuewa in https://github.com/infiniflow/ragflow/pull/9838
• Fix: agent second round issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9863
• Fix: Fixed the issue where the agent and chat cards on the home page could not be deleted [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9864
• Feat: By default, 50 records are displayed per page. [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9867
• Feat: Initialize the data pipeline canvas. [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9870
• Fix JSON serialization error for ModelMetaclass objects by @SaurabhLingam in https://github.com/infiniflow/ragflow/pull/9812
• Fix: Optimize list display and rename functionality [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9875
• Add jemalloc install instruction for mac by @aopstudio in https://github.com/infiniflow/ragflow/pull/9879
• Fix: The operator added by clicking the plus sign will overlap with the original operator. [#9886] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9887
• Feat: add exponential back-off for Chat LiteLLM by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9880
• Docs: Updated the Code component reference by @writinwaters in https://github.com/infiniflow/ragflow/pull/9884
• Feat: add canvas_category field for UserCanvas and CanvasTemplate by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9885
• Docs: Updated instructions on importing third-party packages to Sandbox by @writinwaters in https://github.com/infiniflow/ragflow/pull/9890
• Update README by @yingfeng in https://github.com/infiniflow/ragflow/pull/9904
• Feat: Allow users to enter SQL in the SQL operator [#9897] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9898
• During the chat, the assistant's response cited documents outside current chat's kbs by @GrubbyLee in https://github.com/infiniflow/ragflow/pull/9900
• Update API reference to use 'title' instead of 'name' for listing agents by @jayant-yadav in https://github.com/infiniflow/ragflow/pull/9907
• Feat: Use storybook to display public components. [#9914] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9915
• Fix: wrong chunk number while re-parsing document and keeping original chunks by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9912
• Feat: Display AvatarUpload and RAGFlowAvatar in Storybook [#9914] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9920
• before docker-compose up, first down it,and cleans. by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/9908
• Fix kb isolation infinity conn by @SyedShahmeerAli12 in https://github.com/infiniflow/ragflow/pull/9913
• Feat: Added RenameDialog NumberInput and Spin storybook [#9914] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9925
• fix: Optimize internationalization configuration [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9924
• Fix python_version in show_env.sh when its meets python3. by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/9894
• fix xss in excel_parser by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/9909
• Fix S3 client initialization with signature_version and addressing_style by @SyedShahmeerAli12 in https://github.com/infiniflow/ragflow/pull/9911
• code cleans. by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/9916
• Update .env by @kevinhonor in https://github.com/infiniflow/ragflow/pull/9923
• Feat: Add metadata filtering function for /api/v1/retrieval by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/9877
• Refactor: Use re compile for weight method by @Woody-Hu in https://github.com/infiniflow/ragflow/pull/9929
• Fix bugs for agent/tools. by @zhanluxianshen in https://github.com/infiniflow/ragflow/pull/9930
• Feat: Allow users to select prompt word templates in agent operators. [#9935] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9936
• Feat: Use sonner to replace the requested prompt message component [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9951
• Feat: refine dataflow and initialize dataflow app by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9952
• Fix miscalculated token count by @biyuhao in https://github.com/infiniflow/ragflow/pull/9776
• Refa: import issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9958
• add model: qwen3-max-preview by @TeslaZY in https://github.com/infiniflow/ragflow/pull/9959
• Feat: Delete unused code in the data pipeline [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9971
• Fix: The files in the knowledge base folder on the file management page should not be deleted [#9975] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9976
• Fix: Optimized the test results page layout and internationalization [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9974
• Feat: user defined prompt. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9972
• Feat: Add ConfirmDeleteDialog storybook [#9914] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9977
• Fix: Update the pagination prompt text in zh.ts, changing "page" to "item/page" [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9978
• Feat: The agent's external page should be able to fill in the begin parameter after being reset in task mode [#9745] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9982
• Feat: add LongCat-Flash-Chat by @yongtenglei in https://github.com/infiniflow/ragflow/pull/9973
• Feat: Add ParserForm to the data pipeline [#9869] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9986
• Fix: re sub error. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9985
• Fix: Issue of ineffective weight adjustment for retrieval_test API-related functions [#9854] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9989
• Fix: remove 2 prompts. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9990
• Fix: Highlight the edges after running [#9538] by @cike8899 in https://github.com/infiniflow/ragflow/pull/9994
• Fix: Optimized the table of contents style and homepage card layout [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/9993
• Fix: exesql issue. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/9995
• Fix: Optimize search functionality [#3221] by @dcc123456 in https://github.com/infiniflow/ragflow/pull/10002
• Feat: The prompt words "plan" are displayed only when the agent operator has sub-agent operators or sub-tool operators. [#10000] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10001
• Fix: refactor prompts by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10005
• Docs: v0.20.5 - Added Framework prompt block documentation for the Agent component by @writinwaters in https://github.com/infiniflow/ragflow/pull/10006
• Feat: Translate the maxRounds field of the chat settings [#3221] by @cike8899 in https://github.com/infiniflow/ragflow/pull/10010
• Fix: typo. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/10011
• Docs: Update version references to v0.20.5 in READMEs and docs by @asiroliu in https://github.com/infiniflow/ragflow/pull/10015
• Docs: Added v0.20.5 release notes. by @writinwaters in https://github.com/infiniflow/ragflow/pull/10014

New Contributors

• @haiyuewa made their first contribution in https://github.com/infiniflow/ragflow/pull/9838
• @SaurabhLingam made their first contribution in https://github.com/infiniflow/ragflow/pull/9812
• @GrubbyLee made their first contribution in https://github.com/infiniflow/ragflow/pull/9900
• @jayant-yadav made their first contribution in https://github.com/infiniflow/ragflow/pull/9907
• @SyedShahmeerAli12 made their first contribution in https://github.com/infiniflow/ragflow/pull/9913
• @kevinhonor made their first contribution in https://github.com/infiniflow/ragflow/pull/9923
• @biyuhao made their first contribution in https://github.com/infiniflow/ragflow/pull/9776

Full Changelog: https://github.com/infiniflow/ragflow/compare/v0.20.4...v0.20.5