diff --git a/DSL/Deep Researcher On Dify .yml b/DSL/Deep Researcher On Dify .yml new file mode 100644 index 0000000..b0b7a3a --- /dev/null +++ b/DSL/Deep Researcher On Dify .yml @@ -0,0 +1,3403 @@ +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 + - 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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 + - data: + cases: + - case_id: 'true' + conditions: + - comparison_operator: not empty + id: c6522221-60b5-4ed4-ac95-9fba1219de4a + value: '' + varType: string + variable_selector: + - conversation + - query1 + - comparison_operator: not empty + id: 90672f46-9537-4ebc-8872-0b8c019af081 + value: '' + varType: string + variable_selector: + - conversation + - query2 + - comparison_operator: not empty + id: 735b492b-c7ef-4606-9dec-ed9d50110ce5 + value: '' + varType: string + variable_selector: + - conversation + - query3 + - comparison_operator: not empty + id: 8fc10afe-c57d-4528-b727-93c768009959 + value: '' + varType: string + variable_selector: + - conversation + - query4 + id: 'true' + logical_operator: and + desc: '' + selected: false + title: 条件分支 3 + type: if-else + height: 204 + id: '1739534132840' + position: + x: 1610.1746681847733 + y: 1706.9053326666053 + positionAbsolute: + x: 1610.1746681847733 + y: 1706.9053326666053 + selected: false + sourcePosition: right + targetPosition: left + type: custom + width: 244 + - data: + author: Adam Platin + desc: '' + height: 88 + selected: false + showAuthor: true + text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"使用对话轮次标记自然推进对话进程","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: '1739534513721' + position: + x: 65.46491577191637 + y: 1234.4374329134607 + positionAbsolute: + x: 65.46491577191637 + y: 1234.4374329134607 + selected: false + sourcePosition: right + targetPosition: left + type: custom-note + width: 240 + - data: + author: Adam Platin + desc: '' + height: 120 + selected: false + showAuthor: true + text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"本地模型服务器为LM + Studio ，使用Docker Desktop搭建时导入API节点一般需修改为http://","type":"text","version":1},{"detail":0,"format":1,"mode":"normal","style":"","text":"host.docker.internal","type":"text","version":1},{"detail":0,"format":0,"mode":"normal","style":"","text":":1234/v1","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: 120 + id: '1739534846498' + position: + x: 3625.529838705924 + y: 430.0953336910093 + positionAbsolute: + x: 3625.529838705924 + y: 430.0953336910093 + selected: false + sourcePosition: right + targetPosition: left + type: custom-note + width: 240 + - data: + author: Adam Platin + desc: '' + height: 121 + selected: false + showAuthor: true + text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"维基百科科学上网后可以直接使用","type":"text","version":1},{"type":"linebreak","version":1},{"detail":0,"format":0,"mode":"normal","style":"","text":"同理也可以换成google和bing的API进行搜索","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: 121 + id: '1739678721867' + position: + x: 2767.416729890918 + y: 1753.2360898550216 + positionAbsolute: + x: 2767.416729890918 + y: 1753.2360898550216 + selected: false + sourcePosition: right + targetPosition: left + type: custom-note + width: 240 + - data: + author: Adam Platin + desc: '' + height: 101 + selected: false + showAuthor: true + text: '{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"多个迭代搜索单元方便配置，实测延迟没有明显增加","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: 101 + id: '1739683031164' + position: + x: 2769.991221428777 + y: 1886.7536753229351 + positionAbsolute: + x: 2769.991221428777 + y: 1886.7536753229351 + sourcePosition: right + targetPosition: left + type: custom-note + width: 240 + - data: + answer: 报告生成发生错误，请重试 + desc: '' + selected: false + title: 直接回复 10 + type: answer + variables: [] + height: 100 + id: '1739683505956' + position: + x: 4305.939971577466 + y: 1278.3341960669402 + positionAbsolute: + x: 4305.939971577466 + y: 1278.3341960669402 + selected: false + sourcePosition: right + targetPosition: left + type: custom + width: 244 + viewport: + x: 30.160531594006443 + y: -101.62290507873479 + zoom: 0.30069748205686647 diff --git a/README.md b/README.md index 96a0f41..dd0ca01 100644 --- a/README.md +++ b/README.md @@ -115,6 +115,13 @@ sandbox 运行pandas，numpy>2.0，matplotlib，scikit-learn 代码老报错， 你可以参考下面每个 yml 的描述，找到你需要的 Workflow，然后在 DSL 文件夹中找到对应的文件，复制文件的 URL，导入自己的 Dify 账号即可。 +## 2025-02-24更新 +| 文件 | 描述 | 来源 | +| ---------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------- | +| `Deep Researcher On Dify .yml` |Deep Researcher 工作流复现方案 ![](./snapshots/Xnip2025-02-24_10-12-56.jpg) | [@AdamPlatin123](https://github.com/AdamPlatin123/Open-Deep-Research-workflow-on-Dify) | + + + ## 2025-02-17更新 | 文件 | 描述 | 来源 | | ---------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------- | diff --git a/snapshots/Xnip2025-02-24_10-12-56.jpg b/snapshots/Xnip2025-02-24_10-12-56.jpg new file mode 100644 index 0000000..b1c47e2 Binary files /dev/null and b/snapshots/Xnip2025-02-24_10-12-56.jpg differ