refactor(ai-web): 使用输入节点代替inputSchema

将输入表单放在流程图中一起定义，方便统一参数的处理，不需要单独为输入表单的变量进行合并和操作

service-ai/service-ai-web/pom.xml

@@ -89,7 +89,10 @@
         <dependency>
             <groupId>com.yomahub</groupId>
             <artifactId>liteflow-script-graaljs</artifactId>
-            <version>${liteflow.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.yomahub</groupId>
+            <artifactId>liteflow-script-python</artifactId>
         </dependency>
 
         <dependency>

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/task/TaskTemplateController.java

@@ -1,5 +1,6 @@
 package com.lanyuanxiaoyao.service.ai.web.controller.task;
 
+import cn.hutool.core.util.ObjectUtil;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.core.type.TypeReference;
 import com.fasterxml.jackson.databind.ObjectMapper;
@@ -41,6 +42,12 @@ public class TaskTemplateController extends SimpleControllerSupport<FlowTaskTemp
     return AmisResponse.responseSuccess(mapper.readValue(template.getInputSchema(), Map.class));
   }
 
+  @GetMapping("flow_graph/{id}")
+  public AmisResponse<?> getFlowGraph(@PathVariable("id") Long id) throws JsonProcessingException {
+    var template = flowTaskTemplateService.detailOrThrow(id);
+    return AmisResponse.responseSuccess(mapper.readValue(template.getFlowGraph(), Map.class));
+  }
+
   @PostMapping("update_flow_graph")
   public AmisResponse<?> updateFlowGraph(@RequestBody UpdateGraphItem item) throws JsonProcessingException {
     flowTaskTemplateService.updateFlowGraph(item.getId(), mapper.writeValueAsString(item.getGraph()));
@@ -49,8 +56,7 @@ public class TaskTemplateController extends SimpleControllerSupport<FlowTaskTemp
 
   @Override
   protected SaveItemMapper<FlowTaskTemplate, SaveItem> saveItemMapper() {
-    var map = Mappers.getMapper(SaveItem.Mapper.class);
+    return Mappers.getMapper(SaveItem.Mapper.class);
-    return item -> map.from(item, mapper);
   }
 
   @Override
@@ -69,15 +75,9 @@ public class TaskTemplateController extends SimpleControllerSupport<FlowTaskTemp
     private Long id;
     private String name;
     private String description;
-    private Map<String, Object> inputSchema;
 
     @org.mapstruct.Mapper
-    public static abstract class Mapper {
+    public interface Mapper extends SaveItemMapper<FlowTaskTemplate, SaveItem> {
-      public abstract FlowTaskTemplate from(SaveItem saveItem, @Context ObjectMapper mapper) throws Exception;
-
-      protected String mapInputSchema(Map<String, Object> inputSchema, @Context ObjectMapper mapper) throws JsonProcessingException {
-        return mapper.writeValueAsString(inputSchema);
-      }
     }
   }
 
@@ -105,6 +105,9 @@ public class TaskTemplateController extends SimpleControllerSupport<FlowTaskTemp
       public abstract DetailItem from(FlowTaskTemplate template, @Context ObjectMapper mapper) throws Exception;
 
       public Map<String, Object> mapJson(String source, @Context ObjectMapper mapper) throws Exception {
+        if (ObjectUtil.isNull(source)) {
+          return null;
+        }
         return mapper.readValue(source, new TypeReference<>() {
         });
       }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowHelper.java

@@ -47,11 +47,6 @@ public class FlowHelper {
         throw new RuntimeException(StrUtil.format("Target node variable not found: {}.{}", targetNodeId, targetVariableName));
       }
       return targetNodeData.get(targetVariableName);
-    } else if (context.getInput().containsKey(expression)) {
-      if (!context.getInput().containsKey(expression)) {
-        throw new RuntimeException(StrUtil.format("Target variable not found in input {}", expression));
-      }
-      return context.getInput().get(expression);
     }
     return null;
   }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowContext.java

@@ -2,12 +2,10 @@ package com.lanyuanxiaoyao.service.ai.web.engine.entity;
 
 import lombok.Data;
 import org.eclipse.collections.api.factory.Maps;
-import org.eclipse.collections.api.map.ImmutableMap;
 import org.eclipse.collections.api.map.MutableMap;
 
 @Data
 public class FlowContext {
-  private ImmutableMap<String, Object> input = Maps.immutable.empty();
   private MutableMap<String, MutableMap<String, Object>> data = Maps.mutable.<String, MutableMap<String, Object>>empty().asSynchronized();
 
   public MutableMap<String, Object> get(String key) {

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/node/InputNode.java

@@ -0,0 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeRunner;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250711
+ */
+@Slf4j
+public class InputNode extends FlowNodeRunner {
+  @Override
+  public void run() {
+    // 入参相关的内容在启动流程的时候已经注入了
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/vo/FlowGraphVo.java

@@ -0,0 +1,14 @@
+package com.lanyuanxiaoyao.service.ai.web.entity.vo;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+import lombok.Data;
+import org.eclipse.collections.api.map.MutableMap;
+import org.eclipse.collections.api.set.ImmutableSet;
+
+@Data
+public class FlowGraphVo {
+  private ImmutableSet<FlowNode> nodes;
+  private ImmutableSet<FlowEdge> edges;
+  private MutableMap<String, MutableMap<String, Object>> data;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/feedback/FeedbackService.java

@@ -7,9 +7,7 @@ import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
 import com.lanyuanxiaoyao.service.ai.web.repository.FeedbackRepository;
 import com.yomahub.liteflow.core.FlowExecutor;
 import java.util.List;
-import java.util.concurrent.TimeUnit;
 import lombok.extern.slf4j.Slf4j;
-import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -24,7 +22,7 @@ import org.springframework.transaction.annotation.Transactional;
     this.executor = executor;
   }
 
-  @Scheduled(initialDelay = 1, fixedDelay = 1, timeUnit = TimeUnit.MINUTES)
+  // @Scheduled(initialDelay = 1, fixedDelay = 1, timeUnit = TimeUnit.MINUTES)
   public void analysis() {
     List<Feedback> feedbacks = repository.findAll(
         builder -> builder

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/task/FlowTaskService.java

@@ -1,30 +1,29 @@
 package com.lanyuanxiaoyao.service.ai.web.service.task;
 
 import cn.hutool.core.util.IdUtil;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.core.type.TypeReference;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
 import com.lanyuanxiaoyao.service.ai.web.engine.FlowExecutor;
 import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
-import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
 import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
-import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
 import com.lanyuanxiaoyao.service.ai.web.engine.node.CodeNode;
+import com.lanyuanxiaoyao.service.ai.web.engine.node.InputNode;
 import com.lanyuanxiaoyao.service.ai.web.engine.node.LlmNode;
 import com.lanyuanxiaoyao.service.ai.web.engine.node.LoopNode;
 import com.lanyuanxiaoyao.service.ai.web.engine.node.OutputNode;
 import com.lanyuanxiaoyao.service.ai.web.engine.node.SwitchNode;
 import com.lanyuanxiaoyao.service.ai.web.engine.store.InMemoryFlowStore;
 import com.lanyuanxiaoyao.service.ai.web.entity.FlowTask;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.FlowGraphVo;
 import com.lanyuanxiaoyao.service.ai.web.repository.FlowTaskRepository;
 import java.lang.reflect.InvocationTargetException;
 import java.util.Map;
-import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.eclipse.collections.api.factory.Maps;
-import org.eclipse.collections.api.map.MutableMap;
-import org.eclipse.collections.api.set.ImmutableSet;
 import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
 import org.springframework.stereotype.Service;
 
@@ -42,7 +41,6 @@ public class FlowTaskService extends SimpleServiceSupport<FlowTask> {
     var flowTask = detailOrThrow(id);
     var graphVo = mapper.readValue(flowTask.getTemplateFlowGraph(), FlowGraphVo.class);
     var flowGraph = new FlowGraph(IdUtil.fastUUID(), graphVo.getNodes(), graphVo.getEdges());
-    log.info("Graph: {}", flowGraph);
 
     var store = new InMemoryFlowStore();
     var executor = new FlowExecutor(
@@ -52,19 +50,25 @@ public class FlowTaskService extends SimpleServiceSupport<FlowTask> {
             "switch-node", SwitchNode.class,
             "code-node", CodeNode.class,
             "llm-node", LlmNode.class,
+            "input-node", InputNode.class,
             "output-node", OutputNode.class
         ))
     );
     FlowContext context = new FlowContext();
-    context.setInput(mapper.readValue(flowTask.getInput(), new TypeReference<>() {}));
     context.setData(graphVo.getData());
+
+    // 如果发现输入节点，将相关数据注入到对应节点的上下文中
+    var inputNode = flowGraph.nodes()
+        .detectOptional(node -> StrUtil.equals(node.type(), "input-node") && ObjectUtil.isEmpty(node.parentId()))
+        .orElse(null);
+    if (ObjectUtil.isNotNull(inputNode)) {
+      if (!context.getData().containsKey(inputNode.id())) {
+        context.getData().put(inputNode.id(), Maps.mutable.empty());
+      }
+      context.getData().get(inputNode.id()).putAll(mapper.readValue(flowTask.getInput(), new TypeReference<>() {
+      }));
+    }
+
     executor.execute(flowGraph, context);
   }
-
-  @Data
-  public static final class FlowGraphVo {
-    private ImmutableSet<FlowNode> nodes;
-    private ImmutableSet<FlowEdge> edges;
-    private MutableMap<String, MutableMap<String, Object>> data;
-  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/task/FlowTaskTemplateService.java

@@ -1,22 +1,47 @@
 package com.lanyuanxiaoyao.service.ai.web.service.task;
 
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
 import com.lanyuanxiaoyao.service.ai.web.entity.FlowTaskTemplate;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.FlowGraphVo;
 import com.lanyuanxiaoyao.service.ai.web.repository.FlowTaskTemplateRepository;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
 @Slf4j
 @Service
 public class FlowTaskTemplateService extends SimpleServiceSupport<FlowTaskTemplate> {
-  public FlowTaskTemplateService(FlowTaskTemplateRepository flowTaskTemplateRepository) {
+  private final ObjectMapper mapper;
+
+  public FlowTaskTemplateService(FlowTaskTemplateRepository flowTaskTemplateRepository, Jackson2ObjectMapperBuilder builder) {
     super(flowTaskTemplateRepository);
+    this.mapper = builder.build();
   }
 
   @Transactional(rollbackFor = Exception.class)
-  public void updateFlowGraph(Long id, String flowGraph) {
+  public void updateFlowGraph(Long id, String flowGraph) throws JsonProcessingException {
     var template = detailOrThrow(id);
+
+    var graph = mapper.readValue(flowGraph, FlowGraphVo.class);
+    // 如果发现输入节点，就单独提取出来
+    var inputNode = graph.getNodes()
+        .detectOptional(node -> StrUtil.equals(node.type(), "input-node") && ObjectUtil.isEmpty(node.parentId()))
+        .orElse(null);
+    if (ObjectUtil.isNotNull(inputNode)) {
+      var nodeId = inputNode.id();
+      var nodeData = graph.getData().getOrDefault(nodeId, null);
+      if (ObjectUtil.isNotNull(nodeData) && nodeData.containsKey("inputs")) {
+        template.setInputSchema(mapper.writeValueAsString(nodeData.get("inputs")));
+      }
+    } else {
+      template.setInputSchema("{}");
+    }
+
     template.setFlowGraph(flowGraph);
     save(template);
   }

service-web/client/src/components/flow/FlowChecker.tsx

@@ -30,7 +30,7 @@ export const checkAddNode: (type: string, parentId: string | undefined, nodes: N
     throw typeNotFound(type)
   }
   for (const checker of nodeDefine.checkers.add) {
-    let checkResult = checker(type, parentId, {}, nodes, edges, undefined)
+    let checkResult = checker(type, parentId, nodes, edges, undefined)
     if (checkResult.error) {
       throw addNodeError(checkResult.message)
     }
@@ -86,7 +86,7 @@ export const nodeTypeNotFound = () => new CheckError(302, '节点类型不存在
 export const saveNodeError = (nodeId: string, reason?: string) => new CheckError(303, reason ?? `节点配置存在错误：${nodeId}`)
 
 // @ts-ignore
-export const checkSave: (inputSchema: Record<string, Record<string, any>>, nodes: Node[], edges: Edge[], data: any) => void = (inputSchema, nodes, edges, data) => {
+export const checkSave: (nodes: Node[], edges: Edge[], data: any) => void = (nodes, edges, data) => {
   if (isEmpty(nodes)) {
     throw atLeastOneNode()
   }
@@ -102,7 +102,7 @@ export const checkSave: (inputSchema: Record<string, Record<string, any>>, nodes
     let nodeType = node.type!
     let nodeDefine = NodeRegistryMap[nodeType]
     for (let checker of nodeDefine.checkers.save) {
-      let checkResult = checker(node.id, node.parentId, inputSchema, nodes, edges, data)
+      let checkResult = checker(node.id, node.parentId, nodes, edges, data)
       if (checkResult.error) {
         throw saveNodeError(node.id, checkResult.message)
       }

service-web/client/src/components/flow/FlowEditor.tsx

@@ -11,7 +11,6 @@ import AddNodeButton from './component/AddNodeButton.tsx'
 import {checkAddConnection, checkSave} from './FlowChecker.tsx'
 import {useNodeDrag} from './Helper.tsx'
 import {NodeRegistryMap} from './NodeRegistry.tsx'
-import {useContextStore} from './store/ContextStore.ts'
 import {useDataStore} from './store/DataStore.ts'
 import {useFlowStore} from './store/FlowStore.ts'
 import {flowDotColor, type FlowEditorProps} from './types.ts'
@@ -58,8 +57,6 @@ function FlowEditor(props: FlowEditorProps) {
     onConnect,
   } = useFlowStore()
 
-  const {inputSchema, setInputSchema} = useContextStore()
-
   useEffect(() => {
     // language=JSON
     // let initialData = JSON.parse('{"nodes":[{"id":"TCxPixrdkI","type":"start-node","position":{"x":-256,"y":109.5},"data":{},"measured":{"width":256,"height":83},"selected":false,"dragging":false},{"id":"tGs78_ietp","type":"llm-node","position":{"x":108,"y":-2.5},"data":{},"measured":{"width":256,"height":105},"selected":false,"dragging":false},{"id":"OeZdaU7LpY","type":"llm-node","position":{"x":111,"y":196},"data":{},"measured":{"width":256,"height":105},"selected":false,"dragging":false},{"id":"LjfoCYZo-E","type":"knowledge-node","position":{"x":497.62196259607214,"y":-10.792497317791003},"data":{},"measured":{"width":256,"height":75},"selected":false,"dragging":false},{"id":"sQM_22GYB5","type":"end-node","position":{"x":874.3164534765615,"y":151.70316541496913},"data":{},"measured":{"width":256,"height":75},"selected":false,"dragging":false},{"id":"KpMH_xc3ZZ","type":"llm-node","position":{"x":529.6286840434341,"y":150.4721376669937},"data":{},"measured":{"width":256,"height":75},"selected":false,"dragging":false},{"id":"pOrR6EMVbe","type":"switch-node","position":{"x":110.33793030183864,"y":373.9551529987239},"data":{},"measured":{"width":256,"height":157},"selected":false,"dragging":false}],"edges":[{"source":"TCxPixrdkI","sourceHandle":"source","target":"tGs78_ietp","targetHandle":"target","id":"xy-edge__TCxPixrdkIsource-tGs78_ietptarget"},{"source":"TCxPixrdkI","sourceHandle":"source","target":"OeZdaU7LpY","targetHandle":"target","id":"xy-edge__TCxPixrdkIsource-OeZdaU7LpYtarget"},{"source":"tGs78_ietp","sourceHandle":"source","target":"LjfoCYZo-E","targetHandle":"target","id":"xy-edge__tGs78_ietpsource-LjfoCYZo-Etarget"},{"source":"LjfoCYZo-E","sourceHandle":"source","target":"KpMH_xc3ZZ","targetHandle":"target","id":"xy-edge__LjfoCYZo-Esource-KpMH_xc3ZZtarget"},{"source":"OeZdaU7LpY","sourceHandle":"source","target":"KpMH_xc3ZZ","targetHandle":"target","id":"xy-edge__OeZdaU7LpYsource-KpMH_xc3ZZtarget"},{"source":"KpMH_xc3ZZ","sourceHandle":"source","target":"sQM_22GYB5","targetHandle":"target","id":"xy-edge__KpMH_xc3ZZsource-sQM_22GYB5target"},{"source":"TCxPixrdkI","sourceHandle":"source","target":"pOrR6EMVbe","id":"xy-edge__TCxPixrdkIsource-pOrR6EMVbe"},{"source":"pOrR6EMVbe","sourceHandle":"3","target":"sQM_22GYB5","targetHandle":"target","id":"xy-edge__pOrR6EMVbe3-sQM_22GYB5target"},{"source":"pOrR6EMVbe","sourceHandle":"1","target":"KpMH_xc3ZZ","targetHandle":"target","id":"xy-edge__pOrR6EMVbe1-KpMH_xc3ZZtarget"}],"data":{"tGs78_ietp":{"model":"qwen3","outputs":{"text":{"type":"string"}},"systemPrompt":"你是个聪明人"},"OeZdaU7LpY":{"model":"qwen3","outputs":{"text":{"type":"string"}},"systemPrompt":"你也是个聪明人"}}}')
@@ -72,7 +69,6 @@ function FlowEditor(props: FlowEditorProps) {
     setNodes(initialNodes)
     setEdges(initialEdges)
 
-    setInputSchema(props.inputSchema)
   }, [props.graphData])
 
   const {
@@ -127,7 +123,7 @@ function FlowEditor(props: FlowEditorProps) {
                 if (commonInfo.debug) {
                   console.info('Save', JSON.stringify({nodes, edges, data}))
                 }
-                checkSave(inputSchema, nodes, edges, data)
+                checkSave(nodes, edges, data)
                 props.onGraphDataChange({nodes, edges, data})
               } catch (e) {
                 // @ts-ignore

service-web/client/src/components/flow/Helper.tsx

@@ -3,7 +3,6 @@ import type {Option} from 'amis/lib/Schema'
 import {contain, find, has, isEqual, max, min, unique} from 'licia'
 import {type DependencyList, type MouseEvent as ReactMouseEvent, useCallback, useRef} from 'react'
 import Queue from 'yocto-queue'
-import {originTypeMap} from '../../pages/ai/task/InputSchema.tsx'
 import {useFlowStore} from './store/FlowStore.ts'
 import {type OutputVariable, type OutputVariableType} from './types.ts'
 
@@ -21,17 +20,10 @@ export const getAllIncomerNodeById: (id: string, nodes: Node[], edges: Edge[]) =
   return unique(result, (a, b) => isEqual(a, b))
 }
 
-export const getAllIncomerNodeOutputVariables: (id: string, inputSchema: Record<string, Record<string, any>>, nodes: Node[], edges: Edge[], data: any) => OutputVariable[] = (id, inputSchema, nodes, edges, data) => {
+export const getAllIncomerNodeOutputVariables: (id: string, nodes: Node[], edges: Edge[], data: any) => OutputVariable[] = (id, nodes, edges, data) => {
-  let inputSchemaVariables: OutputVariable[] = Object.keys(inputSchema).map(key => ({
-    group: '流程入参',
-    name: `${key}${inputSchema[key]?.label ? ` (${inputSchema[key].label})` : ''}`,
-    type: originTypeMap[inputSchema[key]?.type ?? ''],
-    variable: key,
-  }))
-
   let currentNode = find(nodes, n => isEqual(id, n.id))
   if (!currentNode) {
-    return inputSchemaVariables
+    return []
   }
 
   let incomerIds = getAllIncomerNodeById(id, nodes, edges)
@@ -63,7 +55,6 @@ export const getAllIncomerNodeOutputVariables: (id: string, inputSchema: Record<
   }
 
   return [
-    ...inputSchemaVariables,
     ...(currentNode.parentId ? [
       {
         group: '循环入参',
@@ -82,9 +73,9 @@ export const getAllIncomerNodeOutputVariables: (id: string, inputSchema: Record<
   ]
 }
 
-export const generateAllIncomerOutputVariablesFormOptions: (id: string, inputSchema: Record<string, Record<string, any>>, nodes: Node[], edges: Edge[], data: any, targetTypes?: OutputVariableType[]) => Option[] = (id, inputSchema, nodes, edges, data, targetTypes) => {
+export const generateAllIncomerOutputVariablesFormOptions: (id: string, nodes: Node[], edges: Edge[], data: any, targetTypes?: OutputVariableType[]) => Option[] = (id, nodes, edges, data, targetTypes) => {
   let optionMap: Record<string, Option[]> = {}
-  for (const item of getAllIncomerNodeOutputVariables(id, inputSchema, nodes, edges, data)) {
+  for (const item of getAllIncomerNodeOutputVariables(id, nodes, edges, data)) {
     if (targetTypes && !contain(targetTypes, item.type)) {
       continue
     }
@@ -120,9 +111,9 @@ const numberDefaultOperator: string = 'equal'
 const arrayOperators: ConditionOperator[] = ['is_empty', 'is_not_empty']
 const arrayDefaultOperator: string = 'is_empty'
 
-export const generateAllIncomerOutputVariablesConditions: (id: string, inputSchema: Record<string, Record<string, any>>, nodes: Node[], edges: Edge[], data: any) => Option[] = (id, inputSchema, nodes, edges, data) => {
+export const generateAllIncomerOutputVariablesConditions: (id: string, nodes: Node[], edges: Edge[], data: any) => Option[] = (id, nodes, edges, data) => {
   let optionMap: Record<string, Option[]> = {}
-  for (const item of getAllIncomerNodeOutputVariables(id, inputSchema, nodes, edges, data)) {
+  for (const item of getAllIncomerNodeOutputVariables(id, nodes, edges, data)) {
     if (!optionMap[item.group]) {
       optionMap[item.group] = []
     }

service-web/client/src/components/flow/NodeRegistry.tsx

@@ -11,12 +11,12 @@ import type {AddNodeChecker, NodeDefine, SaveNodeChecker} from './types.ts'
 import InputNode from './node/InputNode.tsx'
 
 const inputSingleVariableChecker: (field: string) => SaveNodeChecker = field => {
-  return (id, _parentId, inputSchema, nodes, edges, data) => {
+  return (id, _parentId, nodes, edges, data) => {
     let nodeData = data[id] ?? {}
     if (has(nodeData, field)) {
       let expression = nodeData?.[field] ?? ''
       if (!isEmpty(expression)) {
-        let outputVariables = new Set(getAllIncomerNodeOutputVariables(id, inputSchema, nodes, edges, data).map(i => i.variable))
+        let outputVariables = new Set(getAllIncomerNodeOutputVariables(id, nodes, edges, data).map(i => i.variable))
         if (!outputVariables.has(expression)) {
           return {
             error: true,
@@ -29,12 +29,12 @@ const inputSingleVariableChecker: (field: string) => SaveNodeChecker = field =>
   }
 }
 
-const inputMultiVariableChecker: SaveNodeChecker = (id, _parentId, inputSchema, nodes, edges, data) => {
+const inputMultiVariableChecker: SaveNodeChecker = (id, _parentId, nodes, edges, data) => {
   let nodeData = data[id] ?? {}
   if (has(nodeData, 'inputs')) {
     let inputs = nodeData?.inputs ?? {}
     if (!isEmpty(inputs)) {
-      let outputVariables = new Set(getAllIncomerNodeOutputVariables(id, inputSchema, nodes, edges, data).map(i => i.variable))
+      let outputVariables = new Set(getAllIncomerNodeOutputVariables(id, nodes, edges, data).map(i => i.variable))
       for (const key of Object.keys(inputs)) {
         let variable = inputs[key]?.variable ?? ''
         if (!outputVariables.has(variable)) {
@@ -49,7 +49,7 @@ const inputMultiVariableChecker: SaveNodeChecker = (id, _parentId, inputSchema,
   return {error: false}
 }
 
-const noMoreThanOneNodeType: AddNodeChecker = (type, parentId, _inputSchema, nodes) => {
+const noMoreThanOneNodeType: AddNodeChecker = (type, parentId, nodes) => {
   return {
     error: nodes.filter(n => isEqual(n.parentId, parentId) && isEqual(n.type, type)).length > 0,
     message: `同一个流程（子流程）中类型为 ${type} 的节点至多有一个`

service-web/client/src/components/flow/node/AmisNode.tsx

@@ -12,7 +12,6 @@ import {type FormSchema, OutputVariableTypeMap} from '../types.ts'
 
 export function inputsFormColumns(
   nodeId: string,
-  inputSchema: Record<string, Record<string, any>>,
   nodes: Node[],
   edges: Edge[],
   data: any,
@@ -38,7 +37,6 @@ export function inputsFormColumns(
           selectMode: 'group',
           options: generateAllIncomerOutputVariablesFormOptions(
             nodeId,
-            inputSchema,
             nodes,
             edges,
             data,

service-web/client/src/components/flow/node/CodeNode.tsx

@@ -1,7 +1,6 @@
 import type {NodeProps} from '@xyflow/react'
 import {Tag} from 'antd'
 import React, {useCallback, useMemo} from 'react'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import AmisNode, {inputsFormColumns, nodeClassName, NormalNodeHandler, outputsFormColumns} from './AmisNode.tsx'
@@ -16,13 +15,12 @@ const languageMap: Record<string, string> = {
 const CodeNode = (props: NodeProps) => {
   const {getNodes, getEdges} = useFlowStore()
   const {getData, getDataById} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   const nodeData = getDataById(props.id)
 
   const formSchema: () => FormSchema = useCallback(() => ({
     columns: [
-      ...inputsFormColumns(props.id, getInputSchema(), getNodes(), getEdges(), getData()),
+      ...inputsFormColumns(props.id, getNodes(), getEdges(), getData()),
       {
         type: 'divider',
       },

service-web/client/src/components/flow/node/KnowledgeNode.tsx

@@ -1,7 +1,6 @@
 import type {NodeProps} from '@xyflow/react'
 import React, {useCallback, useEffect} from 'react'
 import {commonInfo} from '../../../util/amis.tsx'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import AmisNode, {inputsFormColumns, nodeClassName, NormalNodeHandler, outputsFormColumns} from './AmisNode.tsx'
@@ -10,7 +9,6 @@ import type {FormSchema} from '../types.ts'
 const KnowledgeNode = (props: NodeProps) => {
   const {getNodes, getEdges} = useFlowStore()
   const {getData, mergeDataById} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   useEffect(() => {
     mergeDataById(
@@ -27,7 +25,7 @@ const KnowledgeNode = (props: NodeProps) => {
 
   const formSchema: () => FormSchema = useCallback(() => ({
     columns: [
-      ...inputsFormColumns(props.id, getInputSchema(), getNodes(), getEdges(), getData()),
+      ...inputsFormColumns(props.id, getNodes(), getEdges(), getData()),
       {
         type: 'divider',
       },

service-web/client/src/components/flow/node/LlmNode.tsx

@@ -1,7 +1,6 @@
 import type {NodeProps} from '@xyflow/react'
 import {Tag} from 'antd'
 import React, {useCallback, useEffect, useMemo} from 'react'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import AmisNode, {inputsFormColumns, nodeClassName, NormalNodeHandler, outputsFormColumns} from './AmisNode.tsx'
@@ -15,7 +14,6 @@ const modelMap: Record<string, string> = {
 const LlmNode = (props: NodeProps) => {
   const {getNodes, getEdges} = useFlowStore()
   const {getData, mergeDataById, getDataById} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   const nodeData = getDataById(props.id)
 
@@ -34,7 +32,7 @@ const LlmNode = (props: NodeProps) => {
 
   const formSchema: () => FormSchema = useCallback(() => ({
     columns: [
-      ...inputsFormColumns(props.id, getInputSchema(), getNodes(), getEdges(), getData()),
+      ...inputsFormColumns(props.id, getNodes(), getEdges(), getData()),
       {
         type: 'divider',
       },

service-web/client/src/components/flow/node/LoopNode.tsx

@@ -3,7 +3,6 @@ import {classnames} from 'amis'
 import React, {useCallback, useEffect, useMemo} from 'react'
 import AddNodeButton from '../component/AddNodeButton.tsx'
 import {generateAllIncomerOutputVariablesFormOptions} from '../Helper.tsx'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import {flowBackgroundColor, flowDotColor, type FormSchema} from '../types.ts'
@@ -12,7 +11,6 @@ import AmisNode, {nodeClassName, NormalNodeHandler, outputsFormColumns} from './
 const LoopNode = (props: NodeProps) => {
   const {getNodes, getEdges} = useFlowStore()
   const {getData, mergeDataById} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   useEffect(() => {
     mergeDataById(
@@ -85,7 +83,6 @@ const LoopNode = (props: NodeProps) => {
         selectMode: 'group',
         options: generateAllIncomerOutputVariablesFormOptions(
           props.id,
-          getInputSchema(),
           getNodes(),
           getEdges(),
           getData(),
@@ -101,7 +98,6 @@ const LoopNode = (props: NodeProps) => {
         selectMode: 'group',
         options: generateAllIncomerOutputVariablesFormOptions(
           props.id,
-          getInputSchema(),
           getNodes(),
           getEdges(),
           getData(),

service-web/client/src/components/flow/node/OutputNode.tsx

@@ -1,7 +1,6 @@
 import type {NodeProps} from '@xyflow/react'
 import React, {useCallback} from 'react'
 import {generateAllIncomerOutputVariablesFormOptions} from '../Helper.tsx'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import AmisNode, {EndNodeHandler, nodeClassName} from './AmisNode.tsx'
@@ -10,7 +9,6 @@ import type {FormSchema} from '../types.ts'
 const OutputNode = (props: NodeProps) => {
   const {getNodes, getEdges} = useFlowStore()
   const {getData} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   const formSchema: () => FormSchema = useCallback(() => ({
     columns: [
@@ -22,7 +20,6 @@ const OutputNode = (props: NodeProps) => {
         selectMode: 'group',
         options: generateAllIncomerOutputVariablesFormOptions(
           props.id,
-          getInputSchema(),
           getNodes(),
           getEdges(),
           getData(),

service-web/client/src/components/flow/node/SwitchNode.tsx

@@ -4,7 +4,6 @@ import {Tag} from 'antd'
 import {contain, isEqual} from 'licia'
 import React, {useCallback, useMemo} from 'react'
 import {generateAllIncomerOutputVariablesConditions} from '../Helper.tsx'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import AmisNode, {nodeClassName} from './AmisNode.tsx'
@@ -13,7 +12,6 @@ import type {FormSchema} from '../types.ts'
 const SwitchNode = (props: NodeProps) => {
   const {getNodes, getEdges, removeEdges} = useFlowStore()
   const {getData, getDataById} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   const nodeData = getDataById(props.id)
   // @ts-ignore
@@ -37,7 +35,6 @@ const SwitchNode = (props: NodeProps) => {
             showANDOR: true,
             fields: generateAllIncomerOutputVariablesConditions(
               props.id,
-              getInputSchema(),
               getNodes(),
               getEdges(),
               getData(),

service-web/client/src/components/flow/node/TemplateNode.tsx

@@ -1,7 +1,6 @@
 import type {NodeProps} from '@xyflow/react'
 import {Tag} from 'antd'
 import React, {useCallback, useEffect, useMemo} from 'react'
-import {useContextStore} from '../store/ContextStore.ts'
 import {useDataStore} from '../store/DataStore.ts'
 import {useFlowStore} from '../store/FlowStore.ts'
 import AmisNode, {inputsFormColumns, nodeClassName, NormalNodeHandler, outputsFormColumns} from './AmisNode.tsx'
@@ -17,7 +16,6 @@ const typeMap: Record<string, string> = {
 const TemplateNode = (props: NodeProps) => {
   const {getNodes, getEdges} = useFlowStore()
   const {getData, getDataById, mergeDataById} = useDataStore()
-  const {getInputSchema} = useContextStore()
 
   const nodeData = getDataById(props.id)
 
@@ -36,7 +34,7 @@ const TemplateNode = (props: NodeProps) => {
 
   const formSchema: () => FormSchema = useCallback(() => ({
     columns: [
-      ...inputsFormColumns(props.id, getInputSchema(), getNodes(), getEdges(), getData()),
+      ...inputsFormColumns(props.id, getNodes(), getEdges(), getData()),
       {
         type: 'divider',
       },

service-web/client/src/components/flow/store/ContextStore.ts

@@ -1,11 +0,0 @@
-import {create} from 'zustand/react'
-
-export const useContextStore = create<{
-  inputSchema: Record<string, Record<string, any>>,
-  getInputSchema: () => Record<string, Record<string, any>>,
-  setInputSchema: (inputSchema: Record<string, Record<string, any>>) => void,
-}>((set, get) => ({
-  inputSchema: {},
-  getInputSchema: () => get().inputSchema,
-  setInputSchema: (inputSchema: Record<string, Record<string, any>>) => set({inputSchema}),
-}))

service-web/client/src/components/flow/types.ts

@@ -20,13 +20,12 @@ export type NodeError = {
   message?: string,
 }
 
-export type AddNodeChecker = (type: string, parentId: string | undefined, inputSchema: Record<string, Record<string, any>>, nodes: Node[], edges: Edge[], data: any) => NodeError
+export type AddNodeChecker = (type: string, parentId: string | undefined, nodes: Node[], edges: Edge[], data: any) => NodeError
-export type SaveNodeChecker = (id: string, parentId: string | undefined, inputSchema: Record<string, Record<string, any>>, nodes: Node[], edges: Edge[], data: any) => NodeError
+export type SaveNodeChecker = (id: string, parentId: string | undefined, nodes: Node[], edges: Edge[], data: any) => NodeError
 
 export type GraphData = { nodes: Node[], edges: Edge[], data: any }
 
 export type FlowEditorProps = {
-  inputSchema: Record<string, Record<string, any>>,
   graphData: GraphData,
   onGraphDataChange: (graphData: GraphData) => void,
 }

service-web/client/src/pages/ai/task/InputSchema.tsx

@@ -1,5 +1,4 @@
 import type {Schema} from 'amis'
-import type {OutputVariableType} from '../../../components/flow/types.ts'
 import {commonInfo, formInputFileStaticColumns} from '../../../util/amis.tsx'
 
 export const typeMap: Record<string, string> = {
@@ -9,13 +8,6 @@ export const typeMap: Record<string, string> = {
   files: '文件',
 }
 
-export const originTypeMap: Record<string, OutputVariableType> = {
-  text: 'text',
-  textarea: 'text',
-  number: 'number',
-  files: 'array-text',
-}
-
 export type InputField = {
   type: string
   label: string

service-web/client/src/pages/ai/task/template/FlowTaskTemplateEdit.tsx

@@ -1,9 +1,8 @@
-import {isEmpty, isEqual} from 'licia'
+import {isEqual} from 'licia'
 import React from 'react'
 import {useNavigate, useParams} from 'react-router'
 import styled from 'styled-components'
 import {amisRender, commonInfo, horizontalFormOptions} from '../../../../util/amis.tsx'
-import {generateInputForm, typeMap} from '../InputSchema.tsx'
 
 const TemplateEditDiv = styled.div`
     .antd-EditorControl {
@@ -39,31 +38,6 @@ const FlowTaskTemplateEdit: React.FC = () => {
           wrapWithPanel: false,
           ...horizontalFormOptions(),
           onEvent: {
-            change: {
-              actions: [
-                {
-                  actionType: 'validate',
-                },
-                {
-                  actionType: 'custom',
-                  // @ts-ignore
-                  script: (context, doAction, event) => {
-                    let data = event?.data ?? {}
-                    let inputSchema = data.inputSchema ?? []
-                    if (!isEmpty(inputSchema) && isEmpty(data?.validateResult?.error ?? undefined)) {
-                      doAction({
-                        actionType: 'setValue',
-                        args: {
-                          value: {
-                            inputPreview: generateInputForm(inputSchema, '入参表单预览'),
-                          },
-                        },
-                      })
-                    }
-                  },
-                },
-              ],
-            },
             submitSucc: {
               actions: [
                 {
@@ -99,71 +73,6 @@ const FlowTaskTemplateEdit: React.FC = () => {
               maxLength: 500,
               showCounter: true,
             },
-            {
-              type: 'group',
-              body: [
-                {
-                  type: 'wrapper',
-                  size: 'none',
-                  body: [
-                    {
-                      type: 'input-kvs',
-                      name: 'inputSchema',
-                      label: '输入变量',
-                      addButtonText: '新增入参',
-                      draggable: false,
-                      keyItem: {
-                        label: '参数名称',
-                        ...horizontalFormOptions(),
-                        validations: {
-                          isAlphanumeric: true,
-                        },
-                      },
-                      valueItems: [
-                        {
-                          ...horizontalFormOptions(),
-                          type: 'input-text',
-                          name: 'label',
-                          required: true,
-                          label: '中文名称',
-                          clearValueOnEmpty: true,
-                          clearable: true,
-                        },
-                        {
-                          ...horizontalFormOptions(),
-                          type: 'input-text',
-                          name: 'description',
-                          label: '参数描述',
-                          clearValueOnEmpty: true,
-                          clearable: true,
-                        },
-                        {
-                          ...horizontalFormOptions(),
-                          type: 'select',
-                          name: 'type',
-                          label: '参数类型',
-                          required: true,
-                          selectFirst: true,
-                          options: Object.keys(typeMap).map(key => ({label: typeMap[key], value: key})),
-                        },
-                        {
-                          ...horizontalFormOptions(),
-                          type: 'switch',
-                          name: 'required',
-                          label: '是否必填',
-                          required: true,
-                          value: true,
-                        },
-                      ],
-                    },
-                  ],
-                },
-                {
-                  type: 'amis',
-                  name: 'inputPreview',
-                },
-              ],
-            },
             {
               type: 'button-toolbar',
               buttons: [

service-web/client/src/pages/ai/task/template/FlowTaskTemplateFlowEdit.tsx

@@ -13,7 +13,6 @@ const FlowTaskTemplateFlowEditDiv = styled.div`
 const FlowTaskTemplateFlowEdit: React.FC = () => {
   const navigate = useNavigate()
   const {template_id} = useParams()
-  const [inputSchema, setInputSchema] = useState<Record<string, Record<string, any>>>({})
   const [graphData, setGraphData] = useState<GraphData>({nodes: [], edges: [], data: {}})
 
   useMount(async () => {
@@ -23,14 +22,12 @@ const FlowTaskTemplateFlowEdit: React.FC = () => {
         headers: commonInfo.authorizationHeaders,
       },
     )
-    setInputSchema(data?.data?.inputSchema)
     setGraphData(data?.data?.flowGraph)
   })
 
   return (
     <FlowTaskTemplateFlowEditDiv className="h-full w-full">
       <FlowEditor
-        inputSchema={inputSchema}
         graphData={graphData}
         onGraphDataChange={async data => {
           await axios.post(