app: description: '' icon: exploding_head icon_background: '#D1E0FF' mode: advanced-chat name: Deep Researcher On Dify use_icon_as_answer_icon: false kind: app version: 0.1.5 workflow: conversation_variables: - description: '' id: 46b6620c-ea24-40e6-8389-49ea02b5cdef name: f4 selector: - conversation - f4 value: '' value_type: string - description: '' id: 96b85891-ba39-40e4-9a16-fe2fb2b8ba18 name: f3 selector: - conversation - f3 value: '' value_type: string - description: '' id: a389f50b-432c-47de-9974-d4e2183f260a name: f2 selector: - conversation - f2 value: '' value_type: string - description: '' id: 8a7ddf74-3589-43cb-9766-6a626e149065 name: f1 selector: - conversation - f1 value: '' value_type: string - description: '' id: 70e26a5d-b2e4-4bfc-94b2-dc39cf2a77ad name: research_theme selector: - conversation - research_theme value: '' value_type: string - description: '用户的第四个回答 ' id: 58a7d621-f2fb-4504-81b8-813c4f4636b3 name: query4 selector: - conversation - query4 value: '' value_type: string - description: 用户的第三个回答 id: d70a0dbb-d58d-4b1b-8b22-22a62b916d50 name: query3 selector: - conversation - query3 value: '' value_type: string - description: '第一个问题 ' id: 86a6d760-4e15-440c-a828-eac6eac6b398 name: q1 selector: - conversation - q1 value: '' value_type: string - description: 用户的第二个回答 id: 7dee338f-8501-4e17-8781-dab802da8d0d name: query2 selector: - conversation - query2 value: '' value_type: string - description: 用户的第一个回答 id: 7bf3e19f-32e8-44c8-8a14-65384fc987b4 name: query1 selector: - conversation - query1 value: '' value_type: string - description: 第四个问题 id: a89a9fa2-35dd-46ae-94a7-3014bca207eb name: q4 selector: - conversation - q4 value: '' value_type: string - description: 第三个问题 id: 417017f2-099f-46b7-a9d6-9a3eb1264f6a name: q3 selector: - conversation - q3 value: '' value_type: string - description: 第二个问题 id: f5a9daae-89ea-440b-9a09-2b60fdc6d297 name: q2 selector: - conversation - q2 value: '' value_type: string - description: 对话阶段 id: 946fbd2a-8f5d-4230-83c7-d50d1f954c86 name: Chat_Stage selector: - conversation - Chat_Stage value: Asking value_type: string - description: 语言选择 id: 61cc973b-2169-4e7e-a9d6-a31b32901024 name: Language selector: - conversation - Language value: '' value_type: string environment_variables: - description: '' id: d6bef390-1173-413a-8f94-17e87e7095dc name: Generate selector: - env - Generate value: Generate value_type: string - description: '' id: be3102af-51af-4a6d-901f-0c7c0d7bf0e3 name: REASK selector: - env - REASK value: REASK value_type: string features: file_upload: allowed_file_extensions: - .JPG - .JPEG - .PNG - .GIF - .WEBP - .SVG allowed_file_types: - image allowed_file_upload_methods: - local_file - remote_url enabled: false fileUploadConfig: audio_file_size_limit: 50 batch_count_limit: 5 file_size_limit: 15 image_file_size_limit: 10 video_file_size_limit: 100 workflow_file_upload_limit: 10 image: enabled: false number_limits: 3 transfer_methods: - local_file - remote_url number_limits: 3 opening_statement: 请选择输出语言 retriever_resource: enabled: true sensitive_word_avoidance: enabled: false speech_to_text: enabled: false suggested_questions: - 中文 - English - 日本语 - Deutsch suggested_questions_after_answer: enabled: false text_to_speech: enabled: false language: '' voice: '' graph: edges: - data: isInIteration: false sourceType: if-else targetType: answer id: 1739087643444-91eeee38-2f3d-41fe-aada-fbb552f38d09-1739087688715-target selected: false source: '1739087643444' sourceHandle: 91eeee38-2f3d-41fe-aada-fbb552f38d09 target: '1739087688715' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: assigner id: 1739087643444-true-1739088656029-target selected: false source: '1739087643444' sourceHandle: 'true' target: '1739088656029' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: assigner targetType: llm id: 1739088656029-source-1739088190247-target selected: false source: '1739088656029' sourceHandle: source target: '1739088190247' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: parameter-extractor id: 1739088190247-source-1739089738469-target selected: false source: '1739088190247' sourceHandle: source target: '1739089738469' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: answer id: 1739089738469-source-1739089894656-target selected: false source: '1739089738469' sourceHandle: source target: '1739089894656' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: answer id: 1739087643444-ec873050-26b5-4519-ad2d-318d9c8507b4-1739090734936-target selected: false source: '1739087643444' sourceHandle: ec873050-26b5-4519-ad2d-318d9c8507b4 target: '1739090734936' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: answer id: 1739087643444-252919df-4a7b-45e9-b845-bcbc14277530-answer-target selected: false source: '1739087643444' sourceHandle: 252919df-4a7b-45e9-b845-bcbc14277530 target: answer targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: parameter-extractor id: 1739111839440-source-1739112773493-target selected: false source: '1739111839440' sourceHandle: source target: '1739112773493' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: assigner id: 1739113013426-source-1739091496446-target selected: false source: '1739113013426' sourceHandle: source target: '1739091496446' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: assigner id: 17391132110940-source-1739092875078-target selected: false source: '17391132110940' sourceHandle: source target: '1739092875078' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: assigner id: 17391132088660-source-1739090270335-target selected: false source: '17391132088660' sourceHandle: source target: '1739090270335' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: assigner id: 17391132061910-source-1739092110217-target selected: false source: '17391132061910' sourceHandle: source target: '1739092110217' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: assigner id: 1739113887765-source-1739113831548-target selected: false source: '1739113887765' sourceHandle: source target: '1739113831548' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: answer id: 1739087643444-fdc117e5-9c2d-4b3d-9fac-c1f030b8435d-1739111295209-target selected: false source: '1739087643444' sourceHandle: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d target: '1739111295209' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: llm id: 1739087643444-fdc117e5-9c2d-4b3d-9fac-c1f030b8435d-1739113887765-target selected: false source: '1739087643444' sourceHandle: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d target: '1739113887765' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: answer targetType: assigner id: 1739087688715-source-17391772546580-target selected: false source: '1739087688715' sourceHandle: source target: '17391772546580' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: answer targetType: assigner id: 1739090734936-source-1739177553097-target selected: false source: '1739090734936' sourceHandle: source target: '1739177553097' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: answer targetType: assigner id: answer-source-1739177564892-target selected: false source: answer sourceHandle: source target: '1739177564892' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: answer targetType: assigner id: 1739111295209-source-1739177578815-target selected: false source: '1739111295209' sourceHandle: source target: '1739177578815' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: assigner targetType: answer id: 1739113831548-source-1739178863421-target selected: false source: '1739113831548' sourceHandle: source target: '1739178863421' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: answer id: 1739112773493-source-1739179029377-target selected: false source: '1739112773493' sourceHandle: source target: '1739179029377' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: start targetType: if-else id: 1739087621665-source-1739087643444-target selected: false source: '1739087621665' sourceHandle: source target: '1739087643444' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: parameter-extractor id: 1739112773493-source-1739191349072-target selected: false source: '1739112773493' sourceHandle: source target: '1739191349072' targetHandle: target type: custom zIndex: 0 - data: isInIteration: true iteration_id: '17391916827400' sourceType: iteration-start targetType: tool id: 1739191682740start-source-1739191682740017391916827400-target selected: false source: 1739191682740start sourceHandle: source target: '1739191682740017391916827400' targetHandle: target type: custom zIndex: 1002 - data: isInIteration: false sourceType: parameter-extractor targetType: assigner id: 1739089738469-source-1739090682795-target selected: false source: '1739089738469' sourceHandle: source target: '1739090682795' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: llm id: 1739087643444-fdc117e5-9c2d-4b3d-9fac-c1f030b8435d-17391132061910-target selected: false source: '1739087643444' sourceHandle: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d target: '17391132061910' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: llm id: 1739087643444-fdc117e5-9c2d-4b3d-9fac-c1f030b8435d-1739113013426-target selected: false source: '1739087643444' sourceHandle: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d target: '1739113013426' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: llm id: 1739087643444-fdc117e5-9c2d-4b3d-9fac-c1f030b8435d-17391132110940-target selected: false source: '1739087643444' sourceHandle: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d target: '17391132110940' targetHandle: target type: custom zIndex: 0 - data: isInIteration: true iteration_id: '1739189441547' sourceType: iteration-start targetType: knowledge-retrieval id: 1739189441547start-source-1739288338449-target selected: false source: 1739189441547start sourceHandle: source target: '1739288338449' targetHandle: target type: custom zIndex: 1002 - data: isInIteration: true iteration_id: '17391916793430' sourceType: iteration-start targetType: knowledge-retrieval id: 1739191679343start-source-1739288362314-target selected: false source: 1739191679343start sourceHandle: source target: '1739288362314' targetHandle: target type: custom zIndex: 1002 - data: isInIteration: true iteration_id: '17391916807390' sourceType: iteration-start targetType: knowledge-retrieval id: 1739191680739start-source-1739288378358-target selected: false source: 1739191680739start sourceHandle: source target: '1739288378358' targetHandle: target type: custom zIndex: 1002 - data: isInIteration: false sourceType: llm targetType: llm id: llm-source-17391136443240-target selected: false source: llm sourceHandle: source target: '17391136443240' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: llm id: 17391136521390-source-1739193987241-target selected: false source: '17391136521390' sourceHandle: source target: '1739193987241' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: llm id: 17391136443240-source-17391136486630-target selected: false source: '17391136443240' sourceHandle: source target: '17391136486630' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: template-transform id: 1739193987241-source-1739113756598-target selected: false source: '1739193987241' sourceHandle: source target: '1739113756598' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: iteration targetType: iteration id: 1739189441547-source-17391916793430-target selected: false source: '1739189441547' sourceHandle: source target: '17391916793430' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: iteration targetType: iteration id: 17391916793430-source-17391916807390-target selected: false source: '17391916793430' sourceHandle: source target: '17391916807390' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: parameter-extractor id: 1739191349072-source-17391916626840-target selected: false source: '1739191349072' sourceHandle: source target: '17391916626840' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: parameter-extractor id: 17391916638460-source-17391916650280-target selected: false source: '17391916638460' sourceHandle: source target: '17391916650280' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: iteration id: 17391916626840-source-1739189441547-target selected: false source: '17391916626840' sourceHandle: source target: '1739189441547' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: iteration id: 17391916650280-source-1739189441547-target selected: false source: '17391916650280' sourceHandle: source target: '1739189441547' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: parameter-extractor targetType: parameter-extractor id: 1739112773493-source-17391916638460-target selected: false source: '1739112773493' sourceHandle: source target: '17391916638460' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: iteration targetType: iteration id: 17391916807390-source-17391916827400-target selected: false source: '17391916807390' sourceHandle: source target: '17391916827400' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: llm id: 17391136486630-source-17391136521390-target selected: false source: '17391136486630' sourceHandle: source target: '17391136521390' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: template-transform targetType: if-else id: 1739113756598-source-1739292584847-target selected: false source: '1739113756598' sourceHandle: source target: '1739292584847' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: answer id: 1739292584847-true-1739091083891-target selected: false source: '1739292584847' sourceHandle: 'true' target: '1739091083891' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: iteration targetType: llm id: 17391916827400-source-1739192479032-target selected: false source: '17391916827400' sourceHandle: source target: '1739192479032' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: llm targetType: llm id: 1739192479032-source-llm-target selected: false source: '1739192479032' sourceHandle: source target: llm targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: assigner targetType: if-else id: 1739090270335-source-1739534132840-target selected: false source: '1739090270335' sourceHandle: source target: '1739534132840' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: answer id: 1739534132840-true-1739178941340-target selected: false source: '1739534132840' sourceHandle: 'true' target: '1739178941340' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: answer targetType: llm id: 1739178941340-source-1739111839440-target selected: false source: '1739178941340' sourceHandle: source target: '1739111839440' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: if-else targetType: answer id: 1739292584847-false-1739683505956-target source: '1739292584847' sourceHandle: 'false' target: '1739683505956' targetHandle: target type: custom zIndex: 0 - data: isInIteration: false sourceType: assigner targetType: llm id: 1739092875078-source-17391132088660-target source: '1739092875078' sourceHandle: source target: '17391132088660' targetHandle: target type: custom zIndex: 0 nodes: - data: desc: '' selected: false title: 开始 type: start variables: - label: Research Theme max_length: 1024 options: [] required: true type: paragraph variable: Research_Theme height: 90 id: '1739087621665' position: x: -401.4604864772632 y: 947.9312099336238 positionAbsolute: x: -401.4604864772632 y: 947.9312099336238 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' memory: query_prompt_template: 'language：{{#conversation.Language#}} context： Theme： {{#1739112773493.subtitle1#}}{{#conversation.query1#}}{{#sys.query#}} References：{{#1739189441547.output#}} Provide the research report in the specified language, avoiding small talk.' role_prefix: assistant: '' user: '' window: enabled: false size: 10 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: cdf8b5c6-4a65-438b-9e6b-c34609389799 role: system text: 'You are an expert researcher. Your primary focus is on providing highly detailed and accurate explanations. When responding, ensure that every point is thoroughly elaborated, leaving no room for ambiguity. Assume the user is correct when presented with new information, even if it’s beyond your knowledge cutoff. The user is a highly experienced analyst, so avoid oversimplification and present your response with a high level of complexity and precision. Be highly organized in your structure, using clear headings and subheadings to separate different aspects of the topic. Suggest solutions that go beyond the obvious, and be proactive in anticipating the user’s needs. Mistakes are not acceptable, as they can erode trust, so double-check all facts and information. Provide comprehensive details, as the user is comfortable with in-depth content. Focus on the strength of arguments rather than relying on authorities, and don’t let the source of information overshadow the quality of the argument. Consider new technologies and unconventional ideas alongside traditional approaches to offer a well-rounded perspective. --- ###your output should not contain any “conclusion” or “future prospective”or any other similar contents --- in a detailed report — The report should focus on the answer to {{#1739112773493.subtitle1#}}and The conclusion of your generated content should smoothly transition to the second subtitle{{#1739112773493.subtitle2#}}. References information are provided by user，DO NOT PROVIDE PRIMARY TITLE ，but secondary title is available。' selected: false title: sub主题1分析 type: llm variables: [] vision: enabled: false height: 98 id: llm position: x: 3362.4326109337553 y: 825.2688637512169 positionAbsolute: x: 3362.4326109337553 y: 825.2688637512169 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '{{#conversation.q4#}}' desc: '' selected: false title: 问题4 type: answer variables: [] height: 103 id: answer position: x: 667.7263032361211 y: 887.3856655567181 positionAbsolute: x: 667.7263032361211 y: 887.3856655567181 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: cases: - case_id: 'true' conditions: - comparison_operator: '=' id: 21d9b08f-b4fb-40e0-80a1-323cc5fcfcf7 value: '0' varType: number variable_selector: - sys - dialogue_count id: 'true' logical_operator: and - case_id: 91eeee38-2f3d-41fe-aada-fbb552f38d09 conditions: - comparison_operator: '=' id: 42d627dd-f6ad-4028-b17e-b5922c8a8555 value: '1' varType: number variable_selector: - sys - dialogue_count id: 91eeee38-2f3d-41fe-aada-fbb552f38d09 logical_operator: and - case_id: ec873050-26b5-4519-ad2d-318d9c8507b4 conditions: - comparison_operator: '=' id: 6e5199ca-f644-44e4-876c-6581f14ec964 value: '2' varType: number variable_selector: - sys - dialogue_count id: ec873050-26b5-4519-ad2d-318d9c8507b4 logical_operator: and - case_id: 252919df-4a7b-45e9-b845-bcbc14277530 conditions: - comparison_operator: '=' id: 93beb1fd-6a9d-4d8c-a308-4d149f2a5813 value: '3' varType: number variable_selector: - sys - dialogue_count id: 252919df-4a7b-45e9-b845-bcbc14277530 logical_operator: and - case_id: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d conditions: - comparison_operator: '=' id: 600fc8f9-83ec-4656-b256-65bbc11bb814 value: '4' varType: number variable_selector: - sys - dialogue_count id: fdc117e5-9c2d-4b3d-9fac-c1f030b8435d logical_operator: or desc: '' selected: false title: 条件分支 type: if-else height: 318 id: '1739087643444' position: x: 65.46491577191637 y: 887.3856655567181 positionAbsolute: x: 65.46491577191637 y: 887.3856655567181 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '{{#conversation.q2#}}' desc: '' selected: false title: 问题2 type: answer variables: [] height: 103 id: '1739087688715' position: x: 667.7263032361211 y: 599.4593566990166 positionAbsolute: x: 667.7263032361211 y: 599.4593566990166 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: true variable_selector: - '1739087621665' - Research_Theme desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: 4f9462cb-d339-4235-acce-3ea44e317d39 role: system text: 'Given the following query from the user, ask some question about topics may cause theme mislead。 follow up questions to clarify the research direction. Return 4 independent questions, but feel free to return less if the original query is clear: {{#1739087621665.Research_Theme#}}，ONLY OUTPUT THE QUESTIONS ，no need for any other content，questions shall be output in {{#conversation.Language#}}' - role: user text: '{{#1739087621665.Research_Theme#}}' selected: false title: 问题分解 type: llm variables: [] vision: enabled: false height: 98 id: '1739088190247' position: x: 947.9076845481827 y: 455.7348090507137 positionAbsolute: x: 947.9076845481827 y: 455.7348090507137 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - sys - query variable_selector: - conversation - Language write_mode: over-write selected: false title: 变量赋值 type: assigner version: '2' height: 88 id: '1739088656029' position: x: 670.205223622014 y: 455.7348090507137 positionAbsolute: x: 670.205223622014 y: 455.7348090507137 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' instruction: Extract the return value in the output value as four independent parameters.Avoids redundancy by tracking previously written content model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google parameters: - description: First question provided by previous LLM name: Question1 required: false type: string - description: Second question provided by previous LLM name: Question2 required: false type: string - description: Third question provided by previous LLM name: Question3 required: false type: string - description: Fourth question provided by previous LLM name: Question4 required: false type: string - description: 分组输出所有问题内容 name: Questions required: false type: array[string] query: - '1739088190247' - text reasoning_mode: prompt selected: false title: 问题参数提取 type: parameter-extractor variables: [] vision: enabled: false height: 98 id: '1739089738469' position: x: 1278.205223622014 y: 455.7348090507137 positionAbsolute: x: 1278.205223622014 y: 455.7348090507137 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '为了更好的回答这个问题，我希望先了解一些内容： {{#1739089738469.Question1#}}' desc: '' selected: false title: 第一次回复&问题1 type: answer variables: [] height: 135 id: '1739089894656' position: x: 1592.4387458428032 y: 301.8019869286369 positionAbsolute: x: 1592.4387458428032 y: 301.8019869286369 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - '17391132088660' - text variable_selector: - conversation - query4 write_mode: over-write selected: false title: '上下文变量赋值 ' type: assigner version: '2' height: 88 id: '1739090270335' position: x: 943.1876788138126 y: 1706.9053326666053 positionAbsolute: x: 943.1876788138126 y: 1706.9053326666053 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - '1739089738469' - Question2 variable_selector: - conversation - q2 write_mode: over-write - input_type: variable operation: over-write value: - '1739089738469' - Question3 variable_selector: - conversation - q3 write_mode: over-write - input_type: variable operation: over-write value: - '1739089738469' - Question4 variable_selector: - conversation - q4 write_mode: over-write - input_type: variable operation: over-write value: - '1739089738469' - Question1 variable_selector: - conversation - q1 write_mode: over-write selected: false title: 问题变量赋值 type: assigner version: '2' height: 172 id: '1739090682795' position: x: 1592.4387458428032 y: 568.2569055309016 positionAbsolute: x: 1592.4387458428032 y: 568.2569055309016 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '{{#conversation.q3#}}' desc: '' selected: false title: 问题3 type: answer variables: [] height: 103 id: '1739090734936' position: x: 667.7263032361211 y: 736.135874004081 positionAbsolute: x: 667.7263032361211 y: 736.135874004081 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '| 报告已生成： --- {{#1739113756598.output#}}' desc: '' selected: false title: 最终回复 type: answer variables: [] height: 119 id: '1739091083891' position: x: 4305.939971577466 y: 1059.7064421013074 positionAbsolute: x: 4305.939971577466 y: 1059.7064421013074 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - '1739113013426' - text variable_selector: - conversation - query2 write_mode: over-write selected: false title: '上下文变量赋值 ' type: assigner version: '2' height: 88 id: '1739091496446' position: x: 943.1876788138126 y: 1443.9714391735783 positionAbsolute: x: 943.1876788138126 y: 1443.9714391735783 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - '17391132061910' - text variable_selector: - conversation - query1 write_mode: over-write selected: false title: 上下文变量赋值 type: assigner version: '2' height: 88 id: '1739092110217' position: x: 943.1876788138126 y: 1294.6031523212616 positionAbsolute: x: 943.1876788138126 y: 1294.6031523212616 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - '17391132110940' - text variable_selector: - conversation - query3 write_mode: over-write selected: false title: 上下文变量赋值 type: assigner version: '2' height: 88 id: '1739092875078' position: x: 943.1876788138126 y: 1579.4318741274828 positionAbsolute: x: 943.1876788138126 y: 1579.4318741274828 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '正在分析研究主题... ' desc: '' selected: false title: 输出：正在生成最终回答 type: answer variables: [] height: 100 id: '1739111295209' position: x: 667.7263032361211 y: 1028.978486275042 positionAbsolute: x: 667.7263032361211 y: 1028.978486275042 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: 90d59c0f-2542-42ed-a853-5a2ad135af3b role: system text: 'according to the original theme{{#1739087621665.Research_Theme#}} ，and tuned theme{{#conversation.research_theme#}}Generate 3 to 5 sub-titles. Please generate 4 subheadings for the main title following these steps: Carefully read the provided main title and related content Analyze the core theme and key information points of the main title Ensure the generated subheadings maintain consistency and relevance with the main title Each subheading should: Be concise and appropriate in length Highlight a unique angle or key point Capture readers'' interest Match the overall style and tone of the article Between subheadings: Content should not overlap Logical order should be maintained Should collectively support the main title Use numerical sequence (1, 2, 3...) to mark each subheading Output format requirements: Each subheading on a separate line No XML tags included Output subheadings content only ' - id: f100f739-f99f-4fe8-88f0-304e2dab304f role: user text: 'original theme{{#1739087621665.Research_Theme#}} ，and tuned theme{{#conversation.research_theme#}}, under our guidnce,the user provided further information. Query listed as:{{#conversation.query1#}}{{#conversation.query2#}}{{#conversation.query3#}}{{#conversation.query4#}} ' selected: false title: sub主题提取 type: llm variables: [] vision: enabled: false height: 98 id: '1739111839440' position: x: 1616.6240944909441 y: 1066.3563453333902 positionAbsolute: x: 1616.6240944909441 y: 1066.3563453333902 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google parameters: - description: NO.1 sub title name: subtitle1 required: false type: string - description: NO.2 sub title name: subtitle2 required: false type: string - description: NO.3 sub title name: subtitle3 required: false type: string - description: NO.4 sub title name: subtitle4 required: false type: string query: - '1739111839440' - text reasoning_mode: prompt selected: false title: sub主题提取 type: parameter-extractor variables: [] vision: enabled: false height: 98 id: '1739112773493' position: x: 1940.9838149758243 y: 845.4397155394867 positionAbsolute: x: 1940.9838149758243 y: 845.4397155394867 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: b97092f7-06bf-4548-8dc4-497fd2c9bd63 role: system text: "\n1. 首先，分析输入中的{{#conversation.q2#}}问题及其{{#conversation.f2#}}回答，找出其中可以扩展的关键点或信息。\n\ 2. 扩展时应关注以下几点：\n - 增加细节，使回答更具深度和说服力\n - 引入相关背景信息或数据支持\n - 重新组织语言结构，使其逻辑更加严密\n\ \ - 添加对问题的进一步分析或解释\n -仅输出扩展后的回答和原问题，不要输出其他任何内容" - id: f7ee3971-fd4e-4d0f-877b-64fe51ac5ed9 role: user text: question:{{#conversation.q2#}}answer:{{#conversation.f2#}} selected: false title: 回答优化 type: llm variables: [] vision: enabled: false height: 98 id: '1739113013426' position: x: 655.6742394689389 y: 1443.9714391735783 positionAbsolute: x: 655.6742394689389 y: 1443.9714391735783 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: b97092f7-06bf-4548-8dc4-497fd2c9bd63 role: system text: "\n1. 首先，分析输入中的{{#conversation.q1#}}问题及其{{#conversation.f1#}}回答，找出其中可以扩展的关键点或信息。\n\ 2. 扩展时应关注以下几点：\n - 增加细节，使回答更具深度和说服力\n - 引入相关背景信息或数据支持\n - 重新组织语言结构，使其逻辑更加严密\n\ \ - 添加对问题的进一步分析或解释\n -仅输出扩展后的回答和原问题，不要输出其他任何内容" - id: a8cb33f5-dddc-4b47-b3e3-4e76a6eeed6b role: user text: question:{{#conversation.q1#}}answer:{{#conversation.f1#}} selected: false title: 回答优化 type: llm variables: [] vision: enabled: false height: 98 id: '17391132061910' position: x: 655.6742394689389 y: 1294.6031523212616 positionAbsolute: x: 655.6742394689389 y: 1294.6031523212616 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: b97092f7-06bf-4548-8dc4-497fd2c9bd63 role: system text: "\n1. 首先，分析输入中的{{#conversation.q4#}}问题及其{{#conversation.f4#}}回答，找出其中可以扩展的关键点或信息。\n\ 2. 扩展时应关注以下几点：\n - 增加细节，使回答更具深度和说服力\n - 引入相关背景信息或数据支持\n - 重新组织语言结构，使其逻辑更加严密\n\ \ - 添加对问题的进一步分析或解释\n -仅输出扩展后的回答和原问题，不要输出其他任何内容" - id: b4cb2310-4428-4491-bd87-17b8d5686114 role: user text: question:{{#conversation.q4#}}answer:{{#conversation.f4#}} selected: false title: 回答优化 type: llm variables: [] vision: enabled: false height: 98 id: '17391132088660' position: x: 655.6742394689389 y: 1706.9053326666053 positionAbsolute: x: 655.6742394689389 y: 1706.9053326666053 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: b97092f7-06bf-4548-8dc4-497fd2c9bd63 role: system text: "\n1. 首先，分析输入中的{{#conversation.q3#}}问题及其{{#conversation.f3#}}回答，找出其中可以扩展的关键点或信息。\n\ 2. 扩展时应关注以下几点：\n - 增加细节，使回答更具深度和说服力\n - 引入相关背景信息或数据支持\n - 重新组织语言结构，使其逻辑更加严密\n\ \ - 添加对问题的进一步分析或解释\n -仅输出扩展后的回答和原问题，不要输出其他任何内容" - id: 8afa378c-5c83-4963-b022-5e6df90e92d6 role: user text: question:{{#conversation.q3#}}answer:{{#conversation.f3#}} selected: false title: 回答优化 type: llm variables: [] vision: enabled: false height: 98 id: '17391132110940' position: x: 655.6742394689389 y: 1579.4318741274828 positionAbsolute: x: 655.6742394689389 y: 1579.4318741274828 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' memory: query_prompt_template: 'language：{{#conversation.Language#}} context： Theme：{{#1739112773493.subtitle2#}}{{#conversation.query2#}}{{#sys.query#}} References：{{#17391916793430.output#}} Provide the research report in the specified language, avoiding small talk.' role_prefix: assistant: '' user: '' window: enabled: false size: 10 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: cdf8b5c6-4a65-438b-9e6b-c34609389799 role: system text: 'You are an expert researcher. Your main task is to explore new technologies and contrarian ideas. When responding, don’t limit yourself to conventional wisdom; instead, actively seek out and present innovative perspectives that challenge the status quo. Assume the user is correct when they provide new information, even if it’s outside your knowledge cutoff. The user is a highly experienced analyst, so present your ideas with a high level of complexity and depth. Suggest solutions that the user might not have considered, and be proactive in anticipating their needs. Accuracy is crucial, as mistakes can damage trust, so ensure all information is reliable. Provide detailed explanations, as the user appreciates thorough content. Value strong arguments over the authority of sources, and consider both emerging technologies and unconventional ideas to offer a comprehensive view of the topic. --- ###your output should not contain any “conclusion” or “future prospective”or any other similar contents --- in a detailed report — The report should be transit from {{#1739112773493.subtitle1#}} focus on the answer to {{#1739112773493.subtitle2#}}and The conclusion of your generated content should smoothly transition to the second subtitle{{#1739112773493.subtitle3#}}. Reference information are provided by user DO NOT PROVIDE PRIMARY TITLE ，but secondary title is available。' selected: false title: sub主题2分析 type: llm variables: [] vision: enabled: false height: 98 id: '17391136443240' position: x: 3362.4326109337553 y: 1046.4977952240006 positionAbsolute: x: 3362.4326109337553 y: 1046.4977952240006 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' memory: query_prompt_template: 'language：{{#conversation.Language#}} context： Theme：{{#1739112773493.subtitle3#}}{{#conversation.query3#}}{{#sys.query#}} References：{{#17391916807390.output#}} Provide the research report in the specified language, avoiding small talk.' role_prefix: assistant: '' user: '' window: enabled: false size: 10 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: cdf8b5c6-4a65-438b-9e6b-c34609389799 role: system text: 'You are an expert researcher. Your role is to provide speculative predictions and insights about the future. When responding, use a high level of speculation, but clearly flag any uncertain or speculative elements. Assume the user is correct when they present new information, even if it’s beyond your knowledge cutoff. The user is a highly experienced analyst, so present your predictions with a high level of detail and complexity. Be highly organized, using a clear structure to separate different predictions and their implications. Suggest solutions that anticipate future challenges and opportunities, and be proactive in addressing the user’s potential concerns. Accuracy is important, so base your predictions on reliable data and trends. Provide detailed explanations, as the user values in-depth analysis. Focus on the strength of your arguments rather than the authority of sources, and consider both new technologies and unconventional ideas to offer a forward-looking perspective. --- ###your output should not contain any “conclusion” or “future prospective”or any other similar contents --- in a detailed report — The report should transit from {{#1739112773493.subtitle2#}} focus on the answer to {{#1739112773493.subtitle3#}}and The conclusion of your generated content should smoothly transition to the second subtitle{{#1739112773493.subtitle4#}}. Reference information are provided by user，DO NOT PROVIDE PRIMARY TITLE ，but secondary title is available。' selected: false title: sub主题3分析 type: llm variables: [] vision: enabled: false height: 98 id: '17391136486630' position: x: 3362.4326109337553 y: 1287.9608733054972 positionAbsolute: x: 3362.4326109337553 y: 1287.9608733054972 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' memory: query_prompt_template: 'language：{{#conversation.Language#}} context： Theme：{{#conversation.query4#}}{{#sys.query#}}{{#1739112773493.subtitle4#}} References：{{#17391916827400.output#}} Provide the research report in the specified language, avoiding small talk.' role_prefix: assistant: '' user: '' window: enabled: false size: 10 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: cdf8b5c6-4a65-438b-9e6b-c34609389799 role: system text: 'You are an expert researcher. Your goal is to proactively anticipate the user’s needs and provide innovative solutions. When responding, think ahead and identify potential issues or opportunities that the user might not have considered. Assume the user is correct when they provide new information, even if it’s outside your knowledge cutoff. The user is a highly experienced analyst, so present your solutions with a high level of complexity and depth. Be highly organized, using a clear structure to present your ideas. Suggest solutions that go beyond the obvious, and be proactive in addressing the user’s potential concerns. Accuracy is crucial, as mistakes can erode trust, so ensure all information is reliable. Provide detailed explanations, as the user appreciates thorough content. Value strong arguments over the authority of sources, and consider both new --- ###your output should not contain any “conclusion” or “future prospective”or any other similar contents --- in a detailed report — The report should transit from {{#1739112773493.subtitle3#}} focus on the answer to {{#1739112773493.subtitle4#}}and nothing else. Reference information are provided by user .DO NOT PROVIDE PRIMARY TITLE ，but secondary title is available。' selected: false title: sub主题4分析 type: llm variables: [] vision: enabled: false height: 98 id: '17391136521390' position: x: 3362.4326109337553 y: 1496.7273922088093 positionAbsolute: x: 3362.4326109337553 y: 1496.7273922088093 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' selected: false template: "

{{ arg0 }}

\r\n\r\n
{{ arg10 }}
\r\n\r\n

{{\ \ arg1}}

\r\n
{{ arg5 }}
\r\n\r\n

{{ arg2 }}

\r\n
{{\ \ arg6 }}
\r\n\r\n

{{ arg3 }}

\r\n
{{ arg7 }}
\r\n\r\ \n

{{ arg4 }}

\r\n
{{ arg8 }}
\r\n\r\n
{{ arg11 }}
" title: 总结文档 type: template-transform variables: - value_selector: - '1739112773493' - subtitle1 variable: arg1 - value_selector: - '1739112773493' - subtitle2 variable: arg2 - value_selector: - '1739112773493' - subtitle3 variable: arg3 - value_selector: - '1739112773493' - subtitle4 variable: arg4 - value_selector: - llm - text variable: arg5 - value_selector: - '17391136443240' - text variable: arg6 - value_selector: - '17391136486630' - text variable: arg7 - value_selector: - '17391136521390' - text variable: arg8 - value_selector: - conversation - research_theme variable: arg0 - value_selector: - '1739192479032' - text variable: arg10 - value_selector: - '1739193987241' - text variable: arg11 height: 54 id: '1739113756598' position: x: 3700.2464824803046 y: 1066.3563453333902 positionAbsolute: x: 3700.2464824803046 y: 1066.3563453333902 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - '1739113887765' - text variable_selector: - conversation - research_theme write_mode: over-write selected: false title: '变量赋值 ' type: assigner version: '2' height: 88 id: '1739113831548' position: x: 947.9076845481827 y: 1164.655827734343 positionAbsolute: x: 947.9076845481827 y: 1164.655827734343 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: 7d533919-08ca-4e43-bcba-86eae7d6f2ca role: system text: 关于用户给出的主题{{#1739087621665.Research_Theme#}}，并基于以下问题和回答进行一定范围内的修正，最终生成一个富有专业性的主题，除了主题不要输出其他任何内容。 - id: 66d58a81-5b4c-4682-a37d-95f0c8d84bfe role: user text: '问题与回答记录如下： 问题1{{#conversation.q1#}}回答1{{#conversation.f1#}} 问题2{{#conversation.q2#}}回答2{{#conversation.f2#}} 问题3{{#conversation.q3#}}回答3{{#conversation.f3#}} 问题4{{#conversation.q4#}}回答4{{#conversation.f4#}}' selected: false title: 主题提取 type: llm variables: [] vision: enabled: false height: 98 id: '1739113887765' position: x: 660.3942452033091 y: 1164.655827734343 positionAbsolute: x: 660.3942452033091 y: 1164.655827734343 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - sys - query variable_selector: - conversation - f1 write_mode: over-write selected: false title: 回答记录1 type: assigner version: '2' height: 88 id: '17391772546580' position: x: 947.9076845481827 y: 599.4593566990166 positionAbsolute: x: 947.9076845481827 y: 599.4593566990166 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - sys - query variable_selector: - conversation - f2 write_mode: over-write selected: false title: 回答记录2 type: assigner version: '2' height: 88 id: '1739177553097' position: x: 947.9076845481827 y: 736.135874004081 positionAbsolute: x: 947.9076845481827 y: 736.135874004081 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - sys - query variable_selector: - conversation - f3 write_mode: over-write selected: false title: 回答记录3 type: assigner version: '2' height: 88 id: '1739177564892' position: x: 947.9076845481827 y: 887.3856655567181 positionAbsolute: x: 947.9076845481827 y: 887.3856655567181 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' items: - input_type: variable operation: over-write value: - sys - query variable_selector: - conversation - f4 write_mode: over-write selected: false title: 回答记录4 type: assigner version: '2' height: 88 id: '1739177578815' position: x: 947.9076845481827 y: 1028.978486275042 positionAbsolute: x: 947.9076845481827 y: 1028.978486275042 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '| 研究主题已确定。 | 正在理解用户的回答... ' desc: '' selected: false title: 输出：研究主题 type: answer variables: [] height: 116 id: '1739178863421' position: x: 1251.6361955246539 y: 1164.655827734343 positionAbsolute: x: 1251.6361955246539 y: 1164.655827734343 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '| 好的，依据用户给出的回答，我将构建多个研究角度。 ' desc: '' selected: false title: 输出：构建研究角度 type: answer variables: [] height: 116 id: '1739178941340' position: x: 1616.6240944909441 y: 1373.415771862262 positionAbsolute: x: 1616.6240944909441 y: 1373.415771862262 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: answer: '| 我将从以下4个角度进行分析： **{{#1739112773493.subtitle1#}}** **{{#1739112773493.subtitle2#}}** **{{#1739112773493.subtitle3#}}** **{{#1739112773493.subtitle4#}}** 正在生成研究报告...请稍候... ' desc: '' selected: false title: 输出：研究角度 type: answer variables: [] height: 192 id: '1739179029377' position: x: 2306.660157439413 y: 574.7241013562154 positionAbsolute: x: 2306.660157439413 y: 574.7241013562154 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' error_handle_mode: remove-abnormal-output height: 186 is_parallel: false iterator_selector: - '1739191349072' - Keyword1 output_selector: - '1739288338449' - result output_type: array[object] parallel_nums: 10 selected: false start_node_id: 1739189441547start title: 迭代搜索1 type: iteration width: 392 height: 186 id: '1739189441547' position: x: 2704.8146685653146 y: 825.2688637512169 positionAbsolute: x: 2704.8146685653146 y: 825.2688637512169 selected: false sourcePosition: right targetPosition: left type: custom width: 392 zIndex: 1 - data: desc: '' isInIteration: true selected: false title: '' type: iteration-start draggable: false height: 48 id: 1739189441547start parentId: '1739189441547' position: x: 24 y: 68 positionAbsolute: x: 2728.8146685653146 y: 893.2688637512169 selectable: false sourcePosition: right targetPosition: left type: custom-iteration-start width: 44 zIndex: 1002 - data: desc: '' instruction: 提取{{#1739112773493.subtitle1#}}中的2~6个关键词 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google parameters: - description: 提取语段中值得查询的2~6个关键词 name: Keyword1 required: false type: array[string] query: - '1739112773493' - subtitle1 reasoning_mode: prompt selected: false title: sub关键词提取1 type: parameter-extractor variables: [] vision: enabled: false height: 98 id: '1739191349072' position: x: 2306.660157439413 y: 825.2688637512169 positionAbsolute: x: 2306.660157439413 y: 825.2688637512169 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' instruction: 提取{{#1739112773493.subtitle2#}}中的2~6个关键词 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google parameters: - description: 提取语段中值得查询的2~6个关键词 name: Keyword2 required: false type: array[string] query: - '1739112773493' - subtitle2 reasoning_mode: prompt selected: false title: sub关键词提取2 type: parameter-extractor variables: [] vision: enabled: false height: 98 id: '17391916626840' position: x: 2306.660157439413 y: 1066.3563453333902 positionAbsolute: x: 2306.660157439413 y: 1066.3563453333902 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' instruction: 提取{{#1739112773493.subtitle3#}}中的2~6个关键词 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google parameters: - description: 提取语段中值得查询的2~6个关键词 name: Keyword3 required: false type: array[string] query: - '1739112773493' - subtitle3 reasoning_mode: prompt selected: false title: sub关键词提取3 type: parameter-extractor variables: [] vision: enabled: false height: 98 id: '17391916638460' position: x: 2301.062707750523 y: 1287.9608733054972 positionAbsolute: x: 2301.062707750523 y: 1287.9608733054972 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' instruction: 提取{{#1739112773493.subtitle4#}}中的2~6个关键词 model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google parameters: - description: 提取语段中值得查询的2~6个关键词 name: Keyword4 required: false type: array[string] query: - '1739112773493' - subtitle4 reasoning_mode: prompt selected: false title: sub关键词提取4 type: parameter-extractor variables: [] vision: enabled: false height: 98 id: '17391916650280' position: x: 2301.062707750523 y: 1494.238365559005 positionAbsolute: x: 2301.062707750523 y: 1494.238365559005 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: desc: '' error_handle_mode: remove-abnormal-output height: 182 is_parallel: false iterator_selector: - '17391916626840' - Keyword2 output_selector: - '1739288362314' - result output_type: array[object] parallel_nums: 10 selected: false start_node_id: 1739191679343start title: 迭代搜索2 type: iteration width: 388 height: 182 id: '17391916793430' position: x: 2704.8146685653146 y: 1066.3563453333902 positionAbsolute: x: 2704.8146685653146 y: 1066.3563453333902 selected: false sourcePosition: right targetPosition: left type: custom width: 388 zIndex: 1 - data: desc: '' isInIteration: true selected: false title: '' type: iteration-start draggable: false height: 48 id: 1739191679343start parentId: '17391916793430' position: x: 24 y: 68 positionAbsolute: x: 2728.8146685653146 y: 1134.3563453333902 selectable: false sourcePosition: right targetPosition: left type: custom-iteration-start width: 44 zIndex: 1002 - data: desc: '' error_handle_mode: remove-abnormal-output height: 185 is_parallel: false iterator_selector: - '17391916638460' - Keyword3 output_selector: - '1739288378358' - result output_type: array[object] parallel_nums: 10 selected: false start_node_id: 1739191680739start title: 迭代搜索3 type: iteration width: 372 height: 185 id: '17391916807390' position: x: 2704.8146685653146 y: 1287.9608733054972 positionAbsolute: x: 2704.8146685653146 y: 1287.9608733054972 selected: false sourcePosition: right targetPosition: left type: custom width: 372 zIndex: 1 - data: desc: '' isInIteration: true selected: false title: '' type: iteration-start draggable: false height: 48 id: 1739191680739start parentId: '17391916807390' position: x: 24 y: 68 positionAbsolute: x: 2728.8146685653146 y: 1355.9608733054972 selectable: false sourcePosition: right targetPosition: left type: custom-iteration-start width: 44 zIndex: 1002 - data: desc: '' error_handle_mode: remove-abnormal-output height: 185 is_parallel: false iterator_selector: - '17391916650280' - Keyword4 output_selector: - '1739191682740017391916827400' - text output_type: array[string] parallel_nums: 10 selected: false start_node_id: 1739191682740start title: 迭代搜索4 type: iteration width: 372 height: 185 id: '17391916827400' position: x: 2714.7895234134385 y: 1532.47530914348 positionAbsolute: x: 2714.7895234134385 y: 1532.47530914348 selected: false sourcePosition: right targetPosition: left type: custom width: 372 zIndex: 1 - data: desc: '' isInIteration: true iteration_id: '17391916827400' provider_id: wikipedia provider_name: wikipedia provider_type: builtin selected: false title: 维基百科搜索 tool_configurations: {} tool_label: 维基百科搜索 tool_name: wikipedia_search tool_parameters: language: type: mixed value: English query: type: mixed value: '{{#17391916827400.item#}}' type: tool height: 54 id: '1739191682740017391916827400' parentId: '17391916827400' position: x: 112 y: 65 positionAbsolute: x: 2826.7895234134385 y: 1597.47530914348 selected: false sourcePosition: right targetPosition: left type: custom width: 244 zIndex: 1002 - data: desc: '' isInIteration: true selected: false title: '' type: iteration-start draggable: false height: 48 id: 1739191682740start parentId: '17391916827400' position: x: 24 y: 68 positionAbsolute: x: 2738.7895234134385 y: 1600.47530914348 selectable: false sourcePosition: right targetPosition: left type: custom-iteration-start width: 44 zIndex: 1002 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: deepseek-r1-distill-llama-8b provider: openai_api_compatible prompt_template: - id: c7891c1a-75ac-44c5-9a29-48146c83ba5d role: system text: 你的任务是为一份完整的报告写一个开始段，报告的主题是{{#1739087621665.Research_Theme#}}，具体是{{#conversation.research_theme#}}主要包含的subtitle包括{{#1739111839440.text#}},在你输出的内容之后接下来是报告的正文内容，所以不要输出任何正文相关内容，只要做好总结起始段，并且合理流畅地承上启下第一段内容。 - id: 40b0b372-d058-4237-a87d-3e7cc5ac054d role: user text: 第一段的主题是{{#1739111839440.text#}}的第一句 selected: false title: 起始段 type: llm variables: [] vision: enabled: false height: 98 id: '1739192479032' position: x: 3362.4326109337553 y: 599.4593566990166 positionAbsolute: x: 3362.4326109337553 y: 599.4593566990166 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: context: enabled: false variable_selector: [] desc: '' model: completion_params: temperature: 0.7 mode: chat name: gemini-2.0-flash-exp provider: google prompt_template: - id: 1117aed5-cd75-42e5-a2d2-7598d43e4d86 role: system text: 你的任务是为一份完整的学术报告撰写结尾段，该报告的主题是 {{#1739087621665.Research_Theme#}}，具体是{{#conversation.research_theme#}}，其主要包含的 subtitle 为 {{#1739111839440.text#}}。需注意，在你输出的内容之前，正文内容已完整呈现，所以你无需输出任何正文相关的信息，只需精准做好总结工作。 - id: ecd2d056-c330-400d-b1b1-bb17c66cbbcd role: user text: '前文的所有内容如下： 起始段：{{#1739192479032.text#}} 第一小节：{{#llm.text#}} 第二小节：{{#17391136443240.text#}} 第三小节：{{#17391136486630.text#}} 第四小节：{{#17391136521390.text#}} ' selected: false title: 结尾段 type: llm variables: [] vision: enabled: false height: 98 id: '1739193987241' position: x: 3362.4326109337553 y: 1711.4354414471861 positionAbsolute: x: 3362.4326109337553 y: 1711.4354414471861 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: dataset_ids: - 70c17aae-fb0b-4e4d-9ae0-24def4b85670 desc: '' isInIteration: true iteration_id: '1739189441547' multiple_retrieval_config: reranking_enable: true reranking_mode: weighted_score reranking_model: model: '' provider: '' score_threshold: null top_k: 6 weights: keyword_setting: keyword_weight: 0.3 vector_setting: embedding_model_name: text-embedding-bge-m3 embedding_provider_name: openai_api_compatible vector_weight: 0.7 query_variable_selector: - '1739189441547' - item retrieval_mode: multiple selected: false title: 知识检索 type: knowledge-retrieval height: 92 id: '1739288338449' parentId: '1739189441547' position: x: 116.41042494045269 y: 65 positionAbsolute: x: 2821.2250935057673 y: 890.2688637512169 selected: false sourcePosition: right targetPosition: left type: custom width: 244 zIndex: 1002 - data: dataset_ids: - 70c17aae-fb0b-4e4d-9ae0-24def4b85670 desc: '' isInIteration: true iteration_id: '17391916793430' multiple_retrieval_config: reranking_enable: true reranking_mode: weighted_score reranking_model: model: '' provider: '' score_threshold: null top_k: 6 weights: keyword_setting: keyword_weight: 0.3 vector_setting: embedding_model_name: text-embedding-bge-m3 embedding_provider_name: openai_api_compatible vector_weight: 0.7 query_variable_selector: - '17391916793430' - item retrieval_mode: multiple selected: false title: 知识检索 2 type: knowledge-retrieval height: 92 id: '1739288362314' parentId: '17391916793430' position: x: 121.5666751952208 y: 65 positionAbsolute: x: 2826.3813437605354 y: 1131.3563453333902 selected: false sourcePosition: right targetPosition: left type: custom width: 244 zIndex: 1002 - data: dataset_ids: - 70c17aae-fb0b-4e4d-9ae0-24def4b85670 desc: '' isInIteration: true iteration_id: '17391916807390' multiple_retrieval_config: reranking_enable: true reranking_mode: weighted_score reranking_model: model: '' provider: '' score_threshold: null top_k: 6 weights: keyword_setting: keyword_weight: 0.3 vector_setting: embedding_model_name: text-embedding-bge-m3 embedding_provider_name: openai_api_compatible vector_weight: 0.7 query_variable_selector: - '17391916807390' - item retrieval_mode: multiple selected: false title: 知识检索 3 type: knowledge-retrieval height: 92 id: '1739288378358' parentId: '17391916807390' position: x: 112 y: 65 positionAbsolute: x: 2816.8146685653146 y: 1352.9608733054972 selected: false sourcePosition: right targetPosition: left type: custom width: 244 zIndex: 1002 - data: author: Adam Platin desc: '' height: 99 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"单线处理降低处理压力，同时报告之间相互引用，可使报告生成效果更好","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 99 id: '1739290423832' position: x: 3712.2910435983085 y: 1353.06504499246 positionAbsolute: x: 3712.2910435983085 y: 1353.06504499246 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: cases: - case_id: 'true' conditions: - comparison_operator: not empty id: e6f6a4e7-53f7-4f8e-95a3-c3ac21ef12b9 value: '' varType: string variable_selector: - '17391136443240' - text - comparison_operator: not empty id: d5dfab69-20e8-45b8-b727-3445e6afb98b value: '' varType: string variable_selector: - '17391136486630' - text - comparison_operator: not empty id: deb174c0-8f96-43e6-b69c-a4d63a883437 value: '' varType: string variable_selector: - '17391136521390' - text - comparison_operator: not empty id: 3f5e218a-9d0c-4a3c-8434-e74238794536 value: '' varType: string variable_selector: - llm - text - comparison_operator: not empty id: 1a374e14-e3d5-4ff0-8c69-5c0b347ed0f6 value: '' varType: string variable_selector: - '1739192479032' - text - comparison_operator: not empty id: 2ee36e47-85cd-4e1d-88f3-2cd65a448407 value: '' varType: string variable_selector: - '1739193987241' - text id: 'true' logical_operator: and desc: '' selected: false title: 条件分支 2 type: if-else height: 256 id: '1739292584847' position: x: 3994.346690998074 y: 1066.3563453333902 positionAbsolute: x: 3994.346690998074 y: 1066.3563453333902 selected: false sourcePosition: right targetPosition: left type: custom width: 244 - data: author: Adam Platin desc: '' height: 125 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"本地模型运行时可能出现超时报错，解决方法：更换线上高性能模型或放弃使用思考模型","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 125 id: '1739455523841' position: x: 3700.2464824803046 y: 825.2688637512169 positionAbsolute: x: 3700.2464824803046 y: 825.2688637512169 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: author: Adam Platin desc: '' height: 96 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"判断内容有无缺失，避免提前生成最终回复","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 96 id: '1739455609222' position: x: 3994.346690998074 y: 963.6608061124673 positionAbsolute: x: 3994.346690998074 y: 963.6608061124673 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: author: Adam Platin desc: '' height: 108 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"支持本地搜索与联网搜索","type":"text","version":1},{"type":"linebreak","version":1},{"detail":0,"format":0,"mode":"normal","style":"","text":"本地搜索前验证知识库模型参数","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 265 height: 108 id: '1739455696170' position: x: 2767.416729890918 y: 673.4282014507488 positionAbsolute: x: 2767.416729890918 y: 673.4282014507488 selected: false sourcePosition: right targetPosition: left type: custom-note width: 265 - data: author: Adam Platin desc: '' height: 112 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"尽可能获取反应速度与请求压力之间的平衡","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 112 id: '1739455754515' position: x: 2301.062707750523 y: 1621.9318987112752 positionAbsolute: x: 2301.062707750523 y: 1621.9318987112752 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: author: Adam Platin desc: '' height: 116 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"这里用一个本地模型的原因是谷歌free请求为15RPM，为限制平均请求速度故在这里限时","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 116 id: '1739455772612' position: x: 3362.4326109337553 y: 430.0953336910093 positionAbsolute: x: 3362.4326109337553 y: 430.0953336910093 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: author: Adam Platin desc: '' height: 88 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"在这里存储有利于下面快速反应","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 88 id: '1739455921823' position: x: 1841.6236802804503 y: 604.6331133592676 positionAbsolute: x: 1841.6236802804503 y: 604.6331133592676 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: author: Adam Platin desc: '' height: 200 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"利用2>1来控制输出节奏，这一路有2个大模型节点进行减速，防止后面sub主题提取报错","type":"text","version":1},{"type":"linebreak","version":1},{"detail":0,"format":4,"mode":"normal","style":"","text":"25.2.14尝试使用条件分支完成","type":"text","version":1},{"type":"linebreak","version":1},{"detail":0,"format":0,"mode":"normal","style":"","text":"25.2.16证实不可用，暂时恢复先前方案","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0},{"children":[],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0},{"children":[],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 242 height: 200 id: '1739456016685' position: x: 943.1876788138126 y: 1831.9108200678968 positionAbsolute: x: 943.1876788138126 y: 1831.9108200678968 selected: true sourcePosition: right targetPosition: left type: custom-note width: 242 - data: author: Adam Platin desc: '' height: 88 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"避开大模型处理，设计快速问答，方便用户使用，避免等待","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 88 id: '1739456609793' position: x: 1264.04671514597 y: 736.135874004081 positionAbsolute: x: 1264.04671514597 y: 736.135874004081 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - data: author: Adam Platin desc: '' height: 98 selected: false showAuthor: true text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"基于用户问题query进行详细分析，输出报告","type":"text","version":1}],"direction":"ltr","format":"","indent":0,"type":"paragraph","version":1,"textFormat":0}],"direction":"ltr","format":"","indent":0,"type":"root","version":1}}' theme: blue title: '' type: '' width: 240 height: 98 id: '1739533900527' position: x: 3118.343443893699 y: 825.2688637512169 positionAbsolute: x: 3118.343443893699 y: 825.2688637512169 selected: false sourcePosition: right targetPosition: left type: custom-note width: 240 - 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