From 3e7d7131dcaef2a27153372ad2b95adb9d322fea Mon Sep 17 00:00:00 2001 From: Yanghuabei-design Date: Tue, 24 Feb 2026 19:20:07 +0800 Subject: [PATCH 1/3] add a new workflow --- start.bat | 5 + .../general_problem_solving_team.yaml | 330 ++++++++++++++++++ yaml_instance/net_example_en.yaml | 64 ++-- 3 files changed, 375 insertions(+), 24 deletions(-) create mode 100644 start.bat create mode 100644 yaml_instance/general_problem_solving_team.yaml diff --git a/start.bat b/start.bat new file mode 100644 index 000000000..fb1fbbdcb --- /dev/null +++ b/start.bat @@ -0,0 +1,5 @@ +@echo off +start "Backend" cmd /k "chatdev-venv\Scripts\activate && python server_main.py --port 6400" +cd frontend +set VITE_API_BASE_URL=http://localhost:6400 +npm run dev \ No newline at end of file diff --git a/yaml_instance/general_problem_solving_team.yaml b/yaml_instance/general_problem_solving_team.yaml new file mode 100644 index 000000000..a9461337e --- /dev/null +++ b/yaml_instance/general_problem_solving_team.yaml @@ -0,0 +1,330 @@ +graph: + id: general_problem_solving_team + description: 通用问题解决专家小组，包括需求理解与拆解部门、逻辑推理与分析部门、创意与方案生成部门、语言表达部门、技术实现部门、信息搜集部门、审核部门。 + log_level: DEBUG + is_majority_voting: false + nodes: + - id: Summary Department + type: agent + config: + name: ${MODEL_NAME} + provider: openai + role: |- + 你是一个通用问题解决小组的一员。你的职务是“总结输出负责人”。 + 你将接收到来自所有上级专家智能体的指令。你将负责整合他们的信息并综合输出。 + 你是【最终总结专家】，是用户看到的唯一出口： + 整合所有部门结果，整理成通顺、完整、友好的回答 + 结构清晰：重点前置、分点、易懂 + 不添加新信息，不篡改内容 + 输出：给用户的最终回答。 + base_url: ${BASE_URL} + api_key: ${API_KEY} + params: {} + tooling: + - type: function + config: + tools: + - name: file:All + - name: user:All + - name: video:All + - name: weather:All + - name: web:All + - name: code_executor:All + timeout: null + prefix: '' + thinking: null + memories: [] + retry: null + description: '' + context_window: -1 + log_output: true + - id: Technician + type: agent + config: + name: ${MODEL_NAME} + provider: openai + role: |- + 你是一个通用问题解决小组的一员。你的职务是“技术实现专家。 + 你将接收到来自上级智能体的指令。寻找指令中关于“技术实现”的部分，只执行这部分指令，并完全忽略其它不属于你的指令。 + 你是【技术实现专家】，负责所有可落地的技术任务： + 写代码、写脚本、写命令 + 设计步骤、流程、工具调用 + 保证代码可运行、思路清晰 + 只输出技术方案 + 可执行内容，不闲聊。 + base_url: ${BASE_URL} + api_key: ${API_KEY} + params: {} + tooling: + - type: function + config: + tools: + - name: code_executor:All + - name: file:All + - name: utils:All + - name: uv_related:All + timeout: null + prefix: '' + thinking: null + memories: [] + retry: null + description: '' + context_window: -1 + log_output: true + - id: Scheme Generater + type: agent + config: + name: ${MODEL_NAME} + provider: openai + role: | + 你是一个通用问题解决小组的一员。你的职务是“方案生成专家”。 + 你将接收到来自上级智能体的指令。寻找指令中关于“方案生成”的部分，只执行这部分指令，并完全忽略其它不属于你的指令。 + 你是【方案生成专家】： + 当问题没有唯一答案时，生成多套可行方案 + 给出建议、策划、思路、表达优化 + 兼顾实用性与可读性 + 输出：清晰、可选择、可直接使用的方案。 + base_url: ${BASE_URL} + api_key: ${API_KEY} + params: {} + tooling: [] + thinking: null + memories: [] + retry: null + description: '' + context_window: -1 + log_output: true + - id: Reasoner + type: agent + config: + name: ${MODEL_NAME} + provider: openai + role: |- + 你是一个通用问题解决小组的一员。你的职务是“逻辑推理专家”。 + 你将收到3条指令： + 你将接收到来自“Demand Analyzer”指令。寻找指令中关于“逻辑推理”的部分，只执行这部分指令，并完全忽略其它不属于你的指令。 + 你将收到来自“Information Searcher”的分析。这是一位信息搜取专家。 + 你将收到来自“Technician”的结果。这是你们团队的技术人员。 + 你是【逻辑推理与分析专家】： + 基于已有信息做推导、对比、判断、计算 + 找出漏洞、矛盾、不合理之处 + 给出结论、原因、优先级 + 不做创意，不写代码，不搜新信息，只做理性分析。 + base_url: ${BASE_URL} + api_key: ${API_KEY} + params: {} + tooling: [] + thinking: + type: reflection + config: + reflection_prompt: Thinking {type = true} + memories: [] + retry: null + description: '' + context_window: -1 + log_output: true + - id: Information Searcher + type: agent + config: + name: ${MODEL_NAME} + provider: openai + role: |- + 你是一个通用问题解决小组的一员。你的职务是“信息搜集专家”。 + 你将接收到来自上级智能体的指令。寻找指令中关于“信息搜集”的部分，只执行这部分指令，并完全忽略其它不属于你的指令。 + 你是【信息搜集专家】，只做事实类信息获取： + 搜索最新、权威、准确的资料 + 只保留与任务相关的关键信息 + 不编造、不扩展、不推理 + 输出：结构化要点，来源可靠，简洁客观。 + base_url: ${BASE_URL} + api_key: ${API_KEY} + params: {} + tooling: + - type: function + config: + tools: + - name: web:All + - name: weather:All + timeout: null + prefix: '' + thinking: null + memories: [] + retry: null + description: '' + context_window: -1 + log_output: true + - id: Demand Analyze + type: agent + config: + name: ${MODEL_NAME} + provider: openai + role: |- + 你是一个通用问题解决小组的一员。其中： + 你是【需求拆解专家】，只做一件事： + 把用户模糊、简短的一句话，精准理解真实意图，并拆成可执行的小任务。 + 输出要求： + 用户真正想解决什么问题 + 必须拆成 ≤5 个明确子任务 + 标注每个任务交给哪个部门：信息搜集 / 逻辑推理 / 技术实现 / 方案生成 / 总结输出 + 给每个部门的任务必须符合他们的职能，不同部门之间的任务不可以重叠 + 如果你认为该问题用不到5个部门，则可以明确指出不需要它们工作 + 禁止回答问题，只输出拆解结果。 + base_url: ${BASE_URL} + api_key: ${API_KEY} + params: {} + tooling: + - type: function + config: + tools: + - name: user:All + timeout: null + prefix: '' + thinking: null + memories: [] + retry: + enabled: true + max_attempts: 2 + min_wait_seconds: 1 + max_wait_seconds: 6 + retry_on_status_codes: [] + retry_on_exception_types: [] + non_retry_exception_types: [] + retry_on_error_substrings: [] + description: '' + context_window: 0 + log_output: true + edges: + - from: Information Searcher + to: Summary Department + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Reasoner + to: Summary Department + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Technician + to: Summary Department + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Scheme Generater + to: Summary Department + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Demand Analyze + to: Information Searcher + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Demand Analyze + to: Reasoner + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Demand Analyze + to: Technician + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Demand Analyze + to: Scheme Generater + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Information Searcher + to: Reasoner + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + - from: Technician + to: Reasoner + trigger: true + condition: + type: function + config: + name: 'true' + carry_data: true + keep_message: false + clear_context: false + clear_kept_context: false + process: null + dynamic: null + memory: [] + initial_instruction: 请输入您想解决的问题。 + start: + - Demand Analyze + end: [] diff --git a/yaml_instance/net_example_en.yaml b/yaml_instance/net_example_en.yaml index 6b0559109..de4b01270 100644 --- a/yaml_instance/net_example_en.yaml +++ b/yaml_instance/net_example_en.yaml @@ -12,50 +12,65 @@ graph: - Editor 2 - Editor 1 nodes: + - id: Human Viewer + type: human + config: + description: Please provide revision suggestions for the article, or enter ACCEPT to exit the loop. + description: '' + context_window: 0 - id: Article Writer type: agent config: + name: ${MODEL_NAME} provider: openai - base_url: ${BASE_URL} - api_key: ${API_KEY} - input_mode: messages - name: gpt-4o role: | You are a writer who excels at generating a full article from a single word or short phrase. The user will input a word or short phrase, and you must produce an article of at least 2000 words with multiple paragraphs. + base_url: ${BASE_URL} + api_key: ${API_KEY} params: temperature: 0.1 max_tokens: 4000 - - id: Editor 1 + tooling: [] + thinking: null + memories: [] + retry: null + input_mode: messages + description: '' + context_window: 0 + log_output: true + - id: Poet type: agent config: + name: ${MODEL_NAME} provider: openai + role: | + You are a poet who crafts a modern English poem based on a single word or short phrase. + The user will input a word or short phrase. Write a modern English poem inspired by it. base_url: ${BASE_URL} api_key: ${API_KEY} - input_mode: messages - name: gpt-4o - role: | - You are an editor. Combine the article and the poem, and append the poem at the end of the article. params: temperature: 0.1 max_tokens: 4000 - - id: Human Viewer - type: human - config: - description: Please provide revision suggestions for the article, or enter ACCEPT to exit the loop. + tooling: [] + thinking: null + memories: [] + retry: null + input_mode: messages description: '' context_window: 0 - - id: Editor 2 + log_output: true + - id: Editor 1 type: agent config: - name: gpt-4o + name: ${MODEL_NAME} provider: openai role: | - You are an editor skilled at integrating and polishing an article. - Based on the article and the revision suggestions, refine and revise the article. Output only the revised article. + You are an editor. Combine the article and the poem, and append the poem at the end of the article. base_url: ${BASE_URL} api_key: ${API_KEY} params: + temperature: 0.1 max_tokens: 4000 tooling: [] thinking: null @@ -63,19 +78,19 @@ graph: retry: null input_mode: messages description: '' - context_window: 7 - - id: Poet + context_window: 0 + log_output: true + - id: Editor 2 type: agent config: - name: gpt-4o + name: ${MODEL_NAME} provider: openai role: | - You are a poet who crafts a modern English poem based on a single word or short phrase. - The user will input a word or short phrase. Write a modern English poem inspired by it. + You are an editor skilled at integrating and polishing an article. + Based on the article and the revision suggestions, refine and revise the article. Output only the revised article. base_url: ${BASE_URL} api_key: ${API_KEY} params: - temperature: 0.1 max_tokens: 4000 tooling: [] thinking: null @@ -83,7 +98,8 @@ graph: retry: null input_mode: messages description: '' - context_window: 0 + context_window: 7 + log_output: true edges: - from: Article Writer to: Editor 1 From 7f13cb06794e6844ec6b7a8b3e4d1de8f8648cf4 Mon Sep 17 00:00:00 2001 From: Yanghuabei-design Date: Fri, 6 Mar 2026 11:45:17 +0800 Subject: [PATCH 2/3] ci: add general_problem_solving_team workflow --- yaml_instance/net_example_en.yaml | 64 ++++++++++++------------------- 1 file changed, 24 insertions(+), 40 deletions(-) diff --git a/yaml_instance/net_example_en.yaml b/yaml_instance/net_example_en.yaml index de4b01270..6b0559109 100644 --- a/yaml_instance/net_example_en.yaml +++ b/yaml_instance/net_example_en.yaml @@ -12,65 +12,50 @@ graph: - Editor 2 - Editor 1 nodes: - - id: Human Viewer - type: human - config: - description: Please provide revision suggestions for the article, or enter ACCEPT to exit the loop. - description: '' - context_window: 0 - id: Article Writer type: agent config: - name: ${MODEL_NAME} provider: openai + base_url: ${BASE_URL} + api_key: ${API_KEY} + input_mode: messages + name: gpt-4o role: | You are a writer who excels at generating a full article from a single word or short phrase. The user will input a word or short phrase, and you must produce an article of at least 2000 words with multiple paragraphs. - base_url: ${BASE_URL} - api_key: ${API_KEY} params: temperature: 0.1 max_tokens: 4000 - tooling: [] - thinking: null - memories: [] - retry: null - input_mode: messages - description: '' - context_window: 0 - log_output: true - - id: Poet + - id: Editor 1 type: agent config: - name: ${MODEL_NAME} provider: openai - role: | - You are a poet who crafts a modern English poem based on a single word or short phrase. - The user will input a word or short phrase. Write a modern English poem inspired by it. base_url: ${BASE_URL} api_key: ${API_KEY} + input_mode: messages + name: gpt-4o + role: | + You are an editor. Combine the article and the poem, and append the poem at the end of the article. params: temperature: 0.1 max_tokens: 4000 - tooling: [] - thinking: null - memories: [] - retry: null - input_mode: messages + - id: Human Viewer + type: human + config: + description: Please provide revision suggestions for the article, or enter ACCEPT to exit the loop. description: '' context_window: 0 - log_output: true - - id: Editor 1 + - id: Editor 2 type: agent config: - name: ${MODEL_NAME} + name: gpt-4o provider: openai role: | - You are an editor. Combine the article and the poem, and append the poem at the end of the article. + You are an editor skilled at integrating and polishing an article. + Based on the article and the revision suggestions, refine and revise the article. Output only the revised article. base_url: ${BASE_URL} api_key: ${API_KEY} params: - temperature: 0.1 max_tokens: 4000 tooling: [] thinking: null @@ -78,19 +63,19 @@ graph: retry: null input_mode: messages description: '' - context_window: 0 - log_output: true - - id: Editor 2 + context_window: 7 + - id: Poet type: agent config: - name: ${MODEL_NAME} + name: gpt-4o provider: openai role: | - You are an editor skilled at integrating and polishing an article. - Based on the article and the revision suggestions, refine and revise the article. Output only the revised article. + You are a poet who crafts a modern English poem based on a single word or short phrase. + The user will input a word or short phrase. Write a modern English poem inspired by it. base_url: ${BASE_URL} api_key: ${API_KEY} params: + temperature: 0.1 max_tokens: 4000 tooling: [] thinking: null @@ -98,8 +83,7 @@ graph: retry: null input_mode: messages description: '' - context_window: 7 - log_output: true + context_window: 0 edges: - from: Article Writer to: Editor 1 From 4ccb991c05ea8f58ca7e6625c032750f6e733c6f Mon Sep 17 00:00:00 2001 From: Yanghuabei-design Date: Fri, 6 Mar 2026 12:14:50 +0800 Subject: [PATCH 3/3] ci: add general_problem_solving_team workflow and remove start.bat --- start.bat | 5 ----- 1 file changed, 5 deletions(-) delete mode 100644 start.bat diff --git a/start.bat b/start.bat deleted file mode 100644 index fb1fbbdcb..000000000 --- a/start.bat +++ /dev/null @@ -1,5 +0,0 @@ -@echo off -start "Backend" cmd /k "chatdev-venv\Scripts\activate && python server_main.py --port 6400" -cd frontend -set VITE_API_BASE_URL=http://localhost:6400 -npm run dev \ No newline at end of file