From 99eb18c4bdd9df5ad76b9650e564114f7fde3727 Mon Sep 17 00:00:00 2001
From: wangys <3401275564@qq.com>
Date: Thu, 27 Nov 2025 11:07:08 +0800
Subject: [PATCH] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E6=89=93=E5=8C=85?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .gitignore                                |    3 +-
 build.sh                                  |   24 +-
 docker/schoolNews/dify/动态知识库检索.yml |  357 +++++++
 docker/schoolNews/dify/思政小帮手.yml     | 1075 +++++++++++++++++++++
 docker/schoolNews/dify/部署注意点.md      |    9 +
 5 files changed, 1445 insertions(+), 23 deletions(-)
 create mode 100644 docker/schoolNews/dify/动态知识库检索.yml
 create mode 100644 docker/schoolNews/dify/思政小帮手.yml
 create mode 100644 docker/schoolNews/dify/部署注意点.md

diff --git a/.gitignore b/.gitignore
index 20c1691..a0ae21b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,5 @@ build_output
 
 # Docker volumes（运行时数据，不纳入版本控制）
 docker/schoolNews/volumes/
-docker/schoolNews/crawler
\ No newline at end of file
+docker/schoolNews/crawler
+docker.zip
\ No newline at end of file
diff --git a/build.sh b/build.sh
index 120a4a8..f210068 100755
--- a/build.sh
+++ b/build.sh
@@ -104,23 +104,7 @@ done
 # 确定保存版本
 if [ "${DO_SAVE}" = true ]; then
     if [ -z "${SAVE_VERSION}" ]; then
-        if [ "${DO_BUILD}" = true ]; then
-            # 如果有build参数，保存刚构建的版本
-            SAVE_VERSION="${IMAGE_VERSION}"
-        else
-            # 如果没有build参数且未指定版本，提示错误
-            echo ""
-            log_error "❌ 错误：只使用save时必须指定版本"
-            echo ""
-            echo "正确用法："
-            echo "  1. 保存指定版本：  ./build.sh ${BUILD_TARGET} save=20251124_143025"
-            echo "  2. 构建并保存：    ./build.sh ${BUILD_TARGET} build save"
-            echo ""
-            echo "查看可用版本："
-            echo "  docker images | grep school-news"
-            echo ""
-            exit 1
-        fi
+        SAVE_VERSION="latest"
     fi
 fi
 
@@ -132,11 +116,7 @@ log_info "构建版本: ${IMAGE_VERSION}"
 log_info "编译代码: ${DO_BUILD}"
 log_info "保存镜像: ${DO_SAVE}"
 if [ "${DO_SAVE}" = true ]; then
-    if [ "${DO_BUILD}" = true ]; then
-        log_info "保存版本: ${SAVE_VERSION} (自动使用构建版本)"
-    else
-        log_info "保存版本: ${SAVE_VERSION} (指定版本)"
-    fi
+    log_info "保存版本: ${SAVE_VERSION}"
 fi
 log_info "项目路径: ${PROJECT_ROOT}"
 echo "=========================================="
diff --git a/docker/schoolNews/dify/动态知识库检索.yml b/docker/schoolNews/dify/动态知识库检索.yml
new file mode 100644
index 0000000..285eec0
--- /dev/null
+++ b/docker/schoolNews/dify/动态知识库检索.yml
@@ -0,0 +1,357 @@
+app:
+  description: 根据用户指定的知识库进行检索，返回相似片段结构化数据。
+  icon: 🤖
+  icon_background: '#FFEAD5'
+  mode: workflow
+  name: 动态知识库检索
+  use_icon_as_answer_icon: false
+dependencies: []
+kind: app
+version: 0.4.0
+workflow:
+  conversation_variables: []
+  environment_variables: []
+  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: ''
+    retriever_resource:
+      enabled: true
+    sensitive_word_avoidance:
+      enabled: false
+    speech_to_text:
+      enabled: false
+    suggested_questions: []
+    suggested_questions_after_answer:
+      enabled: false
+    text_to_speech:
+      enabled: false
+      language: ''
+      voice: ''
+  graph:
+    edges:
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: code
+        targetType: iteration
+      id: 1747125551298-source-1747125586388-target
+      selected: false
+      source: '1747125551298'
+      sourceHandle: source
+      target: '1747125586388'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1747125586388'
+        sourceType: iteration-start
+        targetType: http-request
+      id: 1747125586388start-source-1747125795256-target
+      source: 1747125586388start
+      sourceHandle: source
+      target: '1747125795256'
+      targetHandle: target
+      type: custom
+      zIndex: 1002
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: iteration
+        targetType: code
+      id: 1747125586388-source-1747125859504-target
+      source: '1747125586388'
+      sourceHandle: source
+      target: '1747125859504'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: code
+        targetType: end
+      id: 1747125859504-source-1747125871123-target
+      source: '1747125859504'
+      sourceHandle: source
+      target: '1747125871123'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: start
+        targetType: code
+      id: 1747125462435-source-1747125551298-target
+      source: '1747125462435'
+      sourceHandle: source
+      target: '1747125551298'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    nodes:
+    - data:
+        desc: ''
+        selected: false
+        title: 开始
+        type: start
+        variables:
+        - label: 知识库集（多个Id使用英文逗号隔开）
+          max_length: 256
+          options: []
+          required: true
+          type: text-input
+          variable: dataset_ids
+        - label: 用户问题
+          max_length: 256
+          options: []
+          required: true
+          type: text-input
+          variable: query
+      height: 114
+      id: '1747125462435'
+      position:
+        x: 80
+        y: 282
+      positionAbsolute:
+        x: 80
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        code: "\nimport json\ndef main(dataset_ids:str):\n    return {\n        \"\
+          result\": json.loads(dataset_ids)\n    }\n"
+        code_language: python3
+        desc: ''
+        outputs:
+          result:
+            children: null
+            type: array[string]
+        selected: false
+        title: 知识库集
+        type: code
+        variables:
+        - value_selector:
+          - '1747125462435'
+          - dataset_ids
+          value_type: string
+          variable: dataset_ids
+      height: 52
+      id: '1747125551298'
+      position:
+        x: 682
+        y: 282
+      positionAbsolute:
+        x: 682
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        desc: ''
+        error_handle_mode: terminated
+        height: 231
+        is_parallel: true
+        iterator_selector:
+        - '1747125551298'
+        - result
+        output_selector:
+        - '1747125795256'
+        - body
+        output_type: array[string]
+        parallel_nums: 10
+        selected: false
+        start_node_id: 1747125586388start
+        title: 迭代
+        type: iteration
+        width: 388
+      height: 231
+      id: '1747125586388'
+      position:
+        x: 988
+        y: 282
+      positionAbsolute:
+        x: 988
+        y: 282
+      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: 1747125586388start
+      parentId: '1747125586388'
+      position:
+        x: 24
+        y: 68
+      positionAbsolute:
+        x: 1012
+        y: 350
+      selectable: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom-iteration-start
+      width: 44
+      zIndex: 1002
+    - data:
+        authorization:
+          config: null
+          type: no-auth
+        body:
+          data:
+          - id: key-value-274
+            key: ''
+            type: text
+            value: '{
+
+              "query": {{#1747125462435.query#}}
+
+              }'
+          type: json
+        desc: ''
+        headers: 'Authorization:Bearer dataset-HeDK9gHBqPnI4rBZ2q2Hm7rV
+
+          Content-Type:application/json'
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1747125586388'
+        method: post
+        params: ''
+        retry_config:
+          max_retries: 3
+          retry_enabled: true
+          retry_interval: 100
+        selected: false
+        ssl_verify: true
+        timeout:
+          max_connect_timeout: 0
+          max_read_timeout: 0
+          max_write_timeout: 0
+        title: HTTP 请求
+        type: http-request
+        url: http://192.168.0.64:7700/v1/datasets/{{#1747125586388.item#}}/retrieve
+        variables: []
+      height: 157
+      id: '1747125795256'
+      parentId: '1747125586388'
+      position:
+        x: 120.421417167448
+        y: 54
+      positionAbsolute:
+        x: 1108.421417167448
+        y: 336
+      selected: true
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+      zIndex: 1002
+    - data:
+        code: "\nfunction main({arg1}) {\n    const result = [];\n    \n    // 判断arg1是否为空\n\
+          \    if (!arg1 || arg1.length === 0) {\n        return {\n            result:\
+          \ JSON.stringify([])  // 返回空数组的JSON字符串\n        };\n    }\n    \n    //\
+          \ 遍历arg1中的每个元素\n    for (const str of arg1) {\n        try {\n         \
+          \   // 解析JSON\n            const parsed = JSON.parse(str);\n           \
+          \ // 检查是否有records属性且不为空数组\n            if (parsed.records && Array.isArray(parsed.records)\
+          \ && parsed.records.length > 0) {\n                result.push(...parsed.records)\n\
+          \            }\n        } catch (e) {\n            // 如果JSON解析失败,跳过这个元素\n\
+          \            console.error('Failed to parse JSON:', e);\n        }\n   \
+          \ }\n    \n    // 将结果数组转换为JSON字符串返回\n    return {\n        result: JSON.stringify(result)\n\
+          \    }\n}\n"
+        code_language: javascript
+        desc: ''
+        outputs:
+          result:
+            children: null
+            type: string
+        selected: false
+        title: 知识库检索结果整理
+        type: code
+        variables:
+        - value_selector:
+          - '1747125586388'
+          - output
+          variable: arg1
+      height: 52
+      id: '1747125859504'
+      position:
+        x: 1436
+        y: 282
+      positionAbsolute:
+        x: 1436
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        desc: ''
+        outputs:
+        - value_selector:
+          - '1747125859504'
+          - result
+          value_type: string
+          variable: output
+        selected: false
+        title: 结束
+        type: end
+      height: 88
+      id: '1747125871123'
+      position:
+        x: 1739
+        y: 282
+      positionAbsolute:
+        x: 1739
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    viewport:
+      x: 116.27083894320822
+      y: 126.27330841264018
+      zoom: 0.8705505632961247
+  rag_pipeline_variables: []
diff --git a/docker/schoolNews/dify/思政小帮手.yml b/docker/schoolNews/dify/思政小帮手.yml
new file mode 100644
index 0000000..dd725bf
--- /dev/null
+++ b/docker/schoolNews/dify/思政小帮手.yml
@@ -0,0 +1,1075 @@
+app:
+  description: ''
+  icon: 🤖
+  icon_background: '#FFEAD5'
+  mode: advanced-chat
+  name: 思政小帮手
+  use_icon_as_answer_icon: false
+dependencies:
+- current_identifier: null
+  type: marketplace
+  value:
+    marketplace_plugin_unique_identifier: langgenius/siliconflow:0.0.34@1c203017d8ef49fd9152696a42e6dc71ecf272b115d8caf731c99ee0d2956dce
+    version: null
+- current_identifier: null
+  type: marketplace
+  value:
+    marketplace_plugin_unique_identifier: anspire/anspire_search:0.0.9@a59824e9507c05c81d582cc5d8384197215d91bf5c787150d8aad723eb5d1a69
+    version: null
+kind: app
+version: 0.4.0
+workflow:
+  conversation_variables:
+  - description: ''
+    id: e18aacca-16a2-4d93-80c4-5a85ead53ae4
+    name: datasets
+    selector:
+    - conversation
+    - datasets
+    value: ''
+    value_type: string
+  environment_variables: []
+  features:
+    file_upload:
+      allowed_file_extensions:
+      - .JPG
+      - .JPEG
+      - .PNG
+      - .GIF
+      - .WEBP
+      - .SVG
+      allowed_file_types:
+      - image
+      - document
+      allowed_file_upload_methods:
+      - remote_url
+      - local_file
+      enabled: true
+      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: ''
+    retriever_resource:
+      enabled: true
+    sensitive_word_avoidance:
+      enabled: false
+    speech_to_text:
+      enabled: false
+    suggested_questions: []
+    suggested_questions_after_answer:
+      enabled: false
+    text_to_speech:
+      enabled: false
+      language: ''
+      voice: ''
+  graph:
+    edges:
+    - data:
+        sourceType: llm
+        targetType: answer
+      id: llm-answer
+      selected: false
+      source: llm
+      sourceHandle: source
+      target: answer
+      targetHandle: target
+      type: custom
+    - data:
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1762339969303'
+        sourceType: iteration-start
+        targetType: document-extractor
+      id: 1762339969303start-source-1762339981310-target
+      selected: false
+      source: 1762339969303start
+      sourceHandle: source
+      target: '1762339981310'
+      targetHandle: target
+      type: custom
+      zIndex: 1002
+    - data:
+        isInLoop: false
+        sourceType: iteration
+        targetType: llm
+      id: 1762339969303-source-llm-target
+      selected: false
+      source: '1762339969303'
+      sourceHandle: source
+      target: llm
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: if-else
+        targetType: tool
+      id: 1762396405192-true-1762396707530-target
+      selected: false
+      source: '1762396405192'
+      sourceHandle: 'true'
+      target: '1762396707530'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: variable-aggregator
+        targetType: llm
+      id: 1762396843604-source-llm-target
+      selected: false
+      source: '1762396843604'
+      sourceHandle: source
+      target: llm
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: tool
+        targetType: iteration
+      id: 1762396707530-source-1762397735029-target
+      selected: false
+      source: '1762396707530'
+      sourceHandle: source
+      target: '1762397735029'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1762397735029'
+        sourceType: iteration-start
+        targetType: template-transform
+      id: 1762397735029start-source-1762397750136-target
+      selected: false
+      source: 1762397735029start
+      sourceHandle: source
+      target: '1762397750136'
+      targetHandle: target
+      type: custom
+      zIndex: 1002
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: iteration
+        targetType: code
+      id: 1762397735029-source-1762397785764-target
+      selected: false
+      source: '1762397735029'
+      sourceHandle: source
+      target: '1762397785764'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: code
+        targetType: variable-aggregator
+      id: 1762397785764-source-1762396843604-target
+      selected: false
+      source: '1762397785764'
+      sourceHandle: source
+      target: '1762396843604'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: start
+        targetType: if-else
+      id: 1762339910800-source-1762396405192-target
+      selected: false
+      source: '1762339910800'
+      sourceHandle: source
+      target: '1762396405192'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: if-else
+        targetType: code
+      id: 1762396405192-false-1762412240747-target
+      selected: false
+      source: '1762396405192'
+      sourceHandle: 'false'
+      target: '1762412240747'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: code
+        targetType: variable-aggregator
+      id: 1762412240747-source-1762396843604-target
+      selected: false
+      source: '1762412240747'
+      sourceHandle: source
+      target: '1762396843604'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: start
+        targetType: if-else
+      id: 1762339910800-source-1762421892949-target
+      selected: false
+      source: '1762339910800'
+      sourceHandle: source
+      target: '1762421892949'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: if-else
+        targetType: assigner
+      id: 1762421892949-false-1762509024795-target
+      selected: false
+      source: '1762421892949'
+      sourceHandle: 'false'
+      target: '1762509024795'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: code
+        targetType: iteration
+      id: 1762510470105-source-1762339969303-target
+      source: '1762510470105'
+      sourceHandle: source
+      target: '1762339969303'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: if-else
+        targetType: tool
+      id: 1762421892949-true-1762511001734-target
+      source: '1762421892949'
+      sourceHandle: 'true'
+      target: '1762511001734'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: assigner
+        targetType: tool
+      id: 1762509024795-source-1762511001734-target
+      source: '1762509024795'
+      sourceHandle: source
+      target: '1762511001734'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: tool
+        targetType: code
+      id: 1762511001734-source-1762510470105-target
+      source: '1762511001734'
+      sourceHandle: source
+      target: '1762510470105'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    nodes:
+    - data:
+        selected: false
+        title: 开始
+        type: start
+        variables:
+        - default: '0'
+          hint: ''
+          label: 联网
+          max_length: 48
+          options: []
+          placeholder: ''
+          required: true
+          type: number
+          variable: connectInternet
+        - default: ''
+          hint: ''
+          label: datasets
+          max_length: 256
+          options: []
+          placeholder: ''
+          required: true
+          type: text-input
+          variable: datasets
+      height: 114
+      id: '1762339910800'
+      position:
+        x: -1233.1402302396395
+        y: 149.5782401176896
+      positionAbsolute:
+        x: -1233.1402302396395
+        y: 149.5782401176896
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        context:
+          enabled: true
+          variable_selector:
+          - '1762510470105'
+          - result
+        memory:
+          query_prompt_template: '{{#sys.query#}}
+
+
+            {{#sys.files#}}'
+          role_prefix:
+            assistant: ''
+            user: ''
+          window:
+            enabled: false
+            size: 10
+        model:
+          completion_params: {}
+          mode: chat
+          name: deepseek-ai/DeepSeek-V3
+          provider: langgenius/siliconflow/siliconflow
+        prompt_config:
+          jinja2_variables:
+          - value_selector:
+            - '1762396843604'
+            - output
+            variable: searchData
+          - value_selector:
+            - '1762339969303'
+            - output
+            variable: fileData
+          - value_selector:
+            - '1762510470105'
+            - result
+            variable: result
+        prompt_template:
+        - edition_type: jinja2
+          id: 5d50499d-b81d-43aa-a891-38fd349bd754
+          jinja2_text: "你是一个专业的思政学习助手，致力于帮助用户学习思想政治理论知识。请基于提供的知识库内容{{ result  }}，为用户提供准确、简洁的回答。\r\
+            \n\r\n{% if searchData %}\r\n结合 {{ searchData }} 回答用户\r\n{% endif %}\r\
+            \n{% if fileData %}\r\n结合文件内容 {{ fileData }} 回答用户\r\n{% endif %}\r\n"
+          role: system
+          text: '你是一个专业的思政学习助手，致力于帮助用户学习思想政治理论知识。请基于提供的知识库内容，为用户提供准确、简洁的回答。
+
+            {% if {{#1762396843604.output#}} %}
+
+            结合联网内容{{#1762396843604.output#}}
+
+            {% endif %}
+
+
+            {% if {{#1762339969303.output#}} %}
+
+            如果{{#1762339969303.output#}}不为空，根据里面的内容回答用户问题
+
+            {% endif %}'
+        - id: 23264213-e421-4449-b666-a55a0e39e561
+          role: user
+          text: ''
+        selected: false
+        title: LLM
+        type: llm
+        vision:
+          enabled: false
+      height: 88
+      id: llm
+      position:
+        x: 2674.6343495125943
+        y: 75.75635633814841
+      positionAbsolute:
+        x: 2674.6343495125943
+        y: 75.75635633814841
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        answer: '{{#llm.text#}}'
+        selected: false
+        title: 直接回复
+        type: answer
+        variables: []
+      height: 103
+      id: answer
+      position:
+        x: 3018
+        y: 69
+      positionAbsolute:
+        x: 3018
+        y: 69
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        error_handle_mode: terminated
+        height: 212
+        is_parallel: false
+        iterator_input_type: array[file]
+        iterator_selector:
+        - sys
+        - files
+        output_selector:
+        - '1762339981310'
+        - text
+        output_type: array[string]
+        parallel_nums: 10
+        selected: false
+        start_node_id: 1762339969303start
+        title: 迭代
+        type: iteration
+        width: 486
+      height: 212
+      id: '1762339969303'
+      position:
+        x: 648.8720188000339
+        y: -65.6399059998305
+      positionAbsolute:
+        x: 648.8720188000339
+        y: -65.6399059998305
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 486
+      zIndex: 1
+    - data:
+        desc: ''
+        isInIteration: true
+        selected: false
+        title: ''
+        type: iteration-start
+      draggable: false
+      height: 48
+      id: 1762339969303start
+      parentId: '1762339969303'
+      position:
+        x: 60
+        y: 82
+      positionAbsolute:
+        x: 708.8720188000339
+        y: 16.360094000169497
+      selectable: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom-iteration-start
+      width: 44
+      zIndex: 1002
+    - data:
+        isInIteration: true
+        isInLoop: false
+        is_array_file: false
+        iteration_id: '1762339969303'
+        selected: false
+        title: 文档提取器
+        type: document-extractor
+        variable_selector:
+        - '1762339969303'
+        - item
+      height: 92
+      id: '1762339981310'
+      parentId: '1762339969303'
+      position:
+        x: 184
+        y: 60
+      positionAbsolute:
+        x: 832.8720188000339
+        y: -5.6399059998305034
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+      zIndex: 1002
+    - data:
+        cases:
+        - case_id: 'true'
+          conditions:
+          - comparison_operator: '='
+            id: aa1dcc3b-e7dc-42a6-83bc-1e7642061291
+            value: '1'
+            varType: number
+            variable_selector:
+            - '1762339910800'
+            - connectInternet
+          id: 'true'
+          logical_operator: and
+        selected: false
+        title: 条件分支
+        type: if-else
+      height: 124
+      id: '1762396405192'
+      position:
+        x: 362
+        y: 244
+      positionAbsolute:
+        x: 362
+        y: 244
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        is_team_authorization: true
+        paramSchemas:
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: Search content
+            ja_JP: Search content
+            pt_BR: Search content
+            zh_Hans: 检索内容
+          label:
+            en_US: Search content
+            ja_JP: Search content
+            pt_BR: Search content
+            zh_Hans: 检索内容
+          llm_description: Search content
+          max: null
+          min: null
+          name: query
+          options: []
+          placeholder: null
+          precision: null
+          required: true
+          scope: null
+          template: null
+          type: string
+        - auto_generate: null
+          default: 10
+          form: llm
+          human_description:
+            en_US: Result number control
+            ja_JP: Result number control
+            pt_BR: Result number control
+            zh_Hans: 结果条数控制(示例值:10/20/30/40/50)
+          label:
+            en_US: Response number
+            ja_JP: Response number
+            pt_BR: Response number
+            zh_Hans: 结果条数控制
+          llm_description: Result number control
+          max: 50
+          min: 10
+          name: top_k
+          options: []
+          placeholder: null
+          precision: null
+          required: false
+          scope: null
+          template: null
+          type: number
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: Search the specified website
+            ja_JP: Search the specified website
+            pt_BR: Search the specified website
+            zh_Hans: 指定网站搜索
+          label:
+            en_US: Search the specified website
+            ja_JP: Search the specified website
+            pt_BR: Search the specified website
+            zh_Hans: 指定网站搜索
+          llm_description: Search the specified website
+          max: null
+          min: null
+          name: Insite
+          options: []
+          placeholder: null
+          precision: null
+          required: false
+          scope: null
+          template: null
+          type: string
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: Start time(eg:2025-01-01 00:00:00)
+            ja_JP: Start time(eg:2025-01-01 00:00:00)
+            pt_BR: Start time
+            zh_Hans: 起始时间(示例值:2025-01-01 00:00:00)
+          label:
+            en_US: Start time(eg:2025-01-01 00:00:00)
+            ja_JP: Start time(eg:2025-01-01 00:00:00)
+            pt_BR: Start time
+            zh_Hans: 起始时间(示例值:2025-01-01 00:00:00)
+          llm_description: Start time
+          max: null
+          min: null
+          name: FromTime
+          options: []
+          placeholder: null
+          precision: null
+          required: false
+          scope: null
+          template: null
+          type: string
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: End time(eg:2025-01-01 00:00:00)
+            ja_JP: End time(eg:2025-01-01 00:00:00)
+            pt_BR: End time
+            zh_Hans: 结束时间(示例值:2025-01-01 00:00:00)
+          label:
+            en_US: End time(eg:2025-01-01 00:00:00)
+            ja_JP: End time(eg:2025-01-01 00:00:00)
+            pt_BR: End time
+            zh_Hans: 结束时间(示例值:2025-01-01 00:00:00)
+          llm_description: End time
+          max: null
+          min: null
+          name: ToTime
+          options: []
+          placeholder: null
+          precision: null
+          required: false
+          scope: null
+          template: null
+          type: string
+        params:
+          FromTime: ''
+          Insite: ''
+          ToTime: ''
+          query: ''
+          top_k: ''
+        provider_id: anspire/anspire_search/anspire_search
+        provider_name: anspire/anspire_search/anspire_search
+        provider_type: builtin
+        selected: false
+        title: 安思派联网搜索
+        tool_configurations: {}
+        tool_description: 安思派联网搜索插件面向AI的下一代实时智能搜索引擎，为您的应用提供格式友好的多渠道全网内容。
+        tool_label: 安思派联网搜索
+        tool_name: anspire_search
+        tool_node_version: '2'
+        tool_parameters:
+          FromTime:
+            type: mixed
+            value: null
+          Insite:
+            type: mixed
+            value: null
+          ToTime:
+            type: mixed
+            value: null
+          query:
+            type: mixed
+            value: '{{#sys.query#}}'
+          top_k:
+            type: constant
+            value: 10
+        type: tool
+      height: 52
+      id: '1762396707530'
+      position:
+        x: 712.5714285714286
+        y: 282
+      positionAbsolute:
+        x: 712.5714285714286
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        advanced_settings:
+          group_enabled: false
+          groups:
+          - groupId: e4025d1c-dcac-4e35-98e6-b6f8a590d8f7
+            group_name: Group1
+            output_type: string
+            variables:
+            - - '1762397785764'
+              - result
+        output_type: string
+        selected: false
+        title: 搜索结果
+        type: variable-aggregator
+        variables:
+        - - '1762397785764'
+          - result
+        - - '1762412240747'
+          - result
+      height: 134
+      id: '1762396843604'
+      position:
+        x: 2014
+        y: 282
+      positionAbsolute:
+        x: 2014
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        error_handle_mode: terminated
+        height: 172
+        is_parallel: false
+        iterator_input_type: array[object]
+        iterator_selector:
+        - '1762396707530'
+        - json
+        output_selector:
+        - '1762397750136'
+        - output
+        output_type: array[string]
+        parallel_nums: 10
+        selected: false
+        start_node_id: 1762397735029start
+        title: 搜索结果处理
+        type: iteration
+        width: 486
+      height: 172
+      id: '1762397735029'
+      position:
+        x: 1057.795011750021
+        y: 141.745129250233
+      positionAbsolute:
+        x: 1057.795011750021
+        y: 141.745129250233
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 486
+      zIndex: 1
+    - data:
+        desc: ''
+        isInIteration: true
+        selected: false
+        title: ''
+        type: iteration-start
+      draggable: false
+      height: 48
+      id: 1762397735029start
+      parentId: '1762397735029'
+      position:
+        x: 60
+        y: 62
+      positionAbsolute:
+        x: 1117.795011750021
+        y: 203.745129250233
+      selectable: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom-iteration-start
+      width: 44
+      zIndex: 1002
+    - data:
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1762397735029'
+        selected: false
+        template: '联网搜索对象如下：title:{{ item.title }}, date: {{item.date}}, content:
+          {{item.content}}, url: {{item.url}}'
+        title: 模板转换
+        type: template-transform
+        variables:
+        - value_selector:
+          - '1762397735029'
+          - item
+          value_type: object
+          variable: item
+      height: 52
+      id: '1762397750136'
+      parentId: '1762397735029'
+      position:
+        x: 184
+        y: 60
+      positionAbsolute:
+        x: 1241.795011750021
+        y: 201.745129250233
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+      zIndex: 1002
+    - data:
+        code: "\ndef main(arg1: list[str]):\n    return {\n        \"result\": \"\
+          \ \\n \".join(arg1),\n    }\n"
+        code_language: python3
+        outputs:
+          result:
+            children: null
+            type: string
+        selected: false
+        title: 搜索结果拼接字符串
+        type: code
+        variables:
+        - value_selector:
+          - '1762397735029'
+          - output
+          value_type: array[string]
+          variable: arg1
+      height: 52
+      id: '1762397785764'
+      position:
+        x: 1654.857142857143
+        y: 232
+      positionAbsolute:
+        x: 1654.857142857143
+        y: 232
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        code: "\ndef main():\n    return {\n        \"result\": '',\n    }\n"
+        code_language: python3
+        outputs:
+          result:
+            children: null
+            type: string
+        selected: false
+        title: 代码执行 2
+        type: code
+        variables: []
+      height: 52
+      id: '1762412240747'
+      position:
+        x: 1203.2297259201623
+        y: 455.04988249978817
+      positionAbsolute:
+        x: 1203.2297259201623
+        y: 455.04988249978817
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        cases:
+        - case_id: 'true'
+          conditions:
+          - comparison_operator: not empty
+            id: db262070-ee0c-48c5-bbe7-413aba217fe3
+            value: ''
+            varType: array[object]
+            variable_selector:
+            - conversation
+            - datasets
+          id: 'true'
+          logical_operator: and
+        selected: false
+        title: 条件分支 2
+        type: if-else
+      height: 124
+      id: '1762421892949'
+      position:
+        x: -574.0020544748936
+        y: -119.81865777003897
+      positionAbsolute:
+        x: -574.0020544748936
+        y: -119.81865777003897
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        items:
+        - input_type: variable
+          operation: over-write
+          value:
+          - '1762339910800'
+          - datasets
+          variable_selector:
+          - conversation
+          - datasets
+          write_mode: over-write
+        selected: false
+        title: 变量赋值
+        type: assigner
+        version: '2'
+      height: 84
+      id: '1762509024795'
+      position:
+        x: -264.17080706957324
+        y: -12.151733105069425
+      positionAbsolute:
+        x: -264.17080706957324
+        y: -12.151733105069425
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        code: "\nimport json\ndef main(text: str):\n    segments = json.loads(json.loads(text)[\"\
+          output\"])\n    \n# 如果为空，返回空字符串\n    if not segments or len(segments) ==\
+          \ 0:\n        return {\n            \"result\": \"\"\n        }\n    \n\
+          \    # 提取每个记录的content字段（实际文本内容）\n    contents = []\n    for record in segments:\n\
+          \        # 检索结果中的segment字段包含实际内容\n        if isinstance(record, dict):\n\
+          \            # 尝试获取segment.content\n            if 'segment' in record and\
+          \ 'content' in record['segment']:\n                contents.append(record['segment']['content'])\n\
+          \            # 或者直接content字段\n            elif 'content' in record:\n  \
+          \              contents.append(record['content'])\n    \n    # 将所有内容合并为一个字符串，用换行符分隔\n\
+          \    result_text = \"\\n\\n---\\n\\n\".join(contents)\n\n    return {\n\
+          \        \"result\": result_text,\n    }\n"
+        code_language: python3
+        outputs:
+          result:
+            children: null
+            type: string
+        selected: false
+        title: 知识库结果处理
+        type: code
+        variables:
+        - value_selector:
+          - '1762511001734'
+          - text
+          value_type: string
+          variable: text
+      height: 52
+      id: '1762510470105'
+      position:
+        x: 160.3708886896208
+        y: -129.73029023737095
+      positionAbsolute:
+        x: 160.3708886896208
+        y: -129.73029023737095
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        is_team_authorization: true
+        paramSchemas:
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          label:
+            en_US: 知识库集（多个Id使用英文逗号隔开）
+            ja_JP: 知识库集（多个Id使用英文逗号隔开）
+            pt_BR: 知识库集（多个Id使用英文逗号隔开）
+            zh_Hans: 知识库集（多个Id使用英文逗号隔开）
+          llm_description: ''
+          max: null
+          min: null
+          name: dataset_ids
+          options: []
+          placeholder:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          precision: null
+          required: true
+          scope: null
+          template: null
+          type: string
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          label:
+            en_US: 用户问题
+            ja_JP: 用户问题
+            pt_BR: 用户问题
+            zh_Hans: 用户问题
+          llm_description: ''
+          max: null
+          min: null
+          name: query
+          options: []
+          placeholder:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          precision: null
+          required: true
+          scope: null
+          template: null
+          type: string
+        params:
+          dataset_ids: ''
+          query: ''
+        provider_id: 019a5dd7-5f2b-7767-b2df-82bfda84c7ec
+        provider_name: 动态知识库检索
+        provider_type: workflow
+        selected: false
+        title: 动态知识库检索
+        tool_configurations: {}
+        tool_description: 根据用户指定的知识库进行检索，返回相似片段结构化数据。
+        tool_label: 动态知识库检索
+        tool_name: dynamic_dataset
+        tool_node_version: '2'
+        tool_parameters:
+          dataset_ids:
+            type: mixed
+            value: '{{#conversation.datasets#}}'
+          query:
+            type: mixed
+            value: '{{#sys.query#}}'
+        type: tool
+      height: 52
+      id: '1762511001734'
+      position:
+        x: -142.91348174874167
+        y: -247.51043561574136
+      positionAbsolute:
+        x: -142.91348174874167
+        y: -247.51043561574136
+      selected: true
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    viewport:
+      x: 863.6452676587132
+      y: 446.19950772630614
+      zoom: 0.9236555375410279
+  rag_pipeline_variables: []
diff --git a/docker/schoolNews/dify/部署注意点.md b/docker/schoolNews/dify/部署注意点.md
new file mode 100644
index 0000000..9c2ac1b
--- /dev/null
+++ b/docker/schoolNews/dify/部署注意点.md
@@ -0,0 +1,9 @@
+# 1.工作流修改
+## 动态知识库检索工作流
+修改dataset的apikey
+
+## 思政小帮手对话流
+修改“动态知识库检索”的入参
+
+# 2. 后端修改
+修改yaml的配置内容
\ No newline at end of file