feat: 新增单节点执行功能。 close #IC7QJU

zhangjinyang

2025-05-22 065d7aee856305cd7f6392f25d0e0ac578726be3

 aiflowy-modules/aiflowy-module-ai/src/main/java/tech/aiflowy/ai/controller/AiWorkflowController.java

@@ -1,29 +1,30 @@
package tech.aiflowy.ai.controller;

import com.agentsflex.core.document.Document;
import com.agentsflex.core.llm.Llm;
import com.agentsflex.core.store.DocumentStore;
import com.agentsflex.core.store.SearchWrapper;
import com.agentsflex.core.store.StoreOptions;
import cn.dev33.satoken.annotation.SaIgnore;
import cn.hutool.core.collection.CollectionUtil;
import cn.hutool.core.io.IoUtil;
import cn.hutool.core.util.StrUtil;
import com.agentsflex.core.chain.*;
import com.alibaba.fastjson.JSONObject;
import dev.tinyflow.core.Tinyflow;
import dev.tinyflow.core.knowledge.Knowledge;
import dev.tinyflow.core.node.KnowledgeNode;
import dev.tinyflow.core.provider.KnowledgeProvider;
import dev.tinyflow.core.provider.LlmProvider;
import tech.aiflowy.ai.entity.AiKnowledge;
import tech.aiflowy.ai.entity.AiLlm;
import dev.tinyflow.core.parser.NodeParser;
import org.springframework.http.MediaType;
import org.springframework.web.bind.annotation.*;
import org.springframework.web.multipart.MultipartFile;
import tech.aiflowy.ai.entity.AiWorkflow;
import tech.aiflowy.ai.service.AiKnowledgeService;
import tech.aiflowy.ai.service.AiLlmService;
import tech.aiflowy.ai.service.AiWorkflowService;
import tech.aiflowy.common.domain.Result;
import tech.aiflowy.common.web.controller.BaseCurdController;
import tech.aiflowy.common.web.jsonbody.JsonBody;
import com.agentsflex.core.chain.*;
import org.springframework.web.bind.annotation.*;
import tech.aiflowy.system.service.SysApiKeyService;

import javax.annotation.Resource;
import javax.servlet.http.HttpServletRequest;
import java.io.InputStream;
import java.math.BigInteger;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;

@@ -39,13 +40,27 @@
    private final AiLlmService aiLlmService;

    @Resource
    private AiKnowledgeService aiKnowledgeService;
    private SysApiKeyService apiKeyService;

    public AiWorkflowController(AiWorkflowService service, AiLlmService aiLlmService) {
        super(service);
        this.aiLlmService = aiLlmService;
    }

    @PostMapping("/importWorkFlow")
    public Result importWorkFlow(AiWorkflow workflow, MultipartFile jsonFile) throws Exception {
        InputStream is = jsonFile.getInputStream();
        String content = IoUtil.read(is, StandardCharsets.UTF_8);
        workflow.setContent(content);
        save(workflow);
        return Result.success();
    }

    @GetMapping("/exportWorkFlow")
    public Result exportWorkFlow(BigInteger id) {
        AiWorkflow workflow = service.getById(id);
        return Result.success("content", workflow.getContent());
    }

    @GetMapping("getRunningParameters")
    public Result getRunningParameters(@RequestParam BigInteger id) {
@@ -55,9 +70,20 @@
            return Result.fail(1, "can not find the workflow by id: " + id);
        }

        Chain chain = workflow.toTinyflow().toChain();
        Tinyflow tinyflow = workflow.toTinyflow();
        if (tinyflow == null) {
            return Result.fail(2, "workflow content is empty! ");
        }

        Chain chain = tinyflow.toChain();
        if (chain == null) {
            return Result.fail(2, "节点配置错误，请检查! ");
        }
        List<Parameter> chainParameters = chain.getParameters();
        return Result.success("parameters", chainParameters);
        return Result.success("parameters", chainParameters)
                .set("title", workflow.getTitle())
                .set("description", workflow.getDescription())
                .set("icon", workflow.getIcon());
    }

    @PostMapping("tryRunning")
@@ -69,45 +95,6 @@
        }

        Tinyflow tinyflow = workflow.toTinyflow();
        tinyflow.setLlmProvider(new LlmProvider() {
            @Override
            public Llm getLlm(Object id) {
                AiLlm aiLlm = aiLlmService.getById(new BigInteger(id.toString()));
               return aiLlm.toLlm();
            }
        });

        tinyflow.setKnowledgeProvider(new KnowledgeProvider() {
            @Override
            public Knowledge getKnowledge(Object o) {
                AiKnowledge aiKnowledge = aiKnowledgeService.getById(new BigInteger(o.toString()));
                return  new Knowledge() {
                    @Override
                    public List<Document> search(String keyword, int limit, KnowledgeNode knowledgeNode, Chain chain) {
                        DocumentStore documentStore = aiKnowledge.toDocumentStore();
                        if (documentStore == null){
                            return null;
                        }
                        AiLlm aiLlm = aiLlmService.getById(aiKnowledge.getVectorEmbedLlmId());
                        if (aiLlm == null){
                            return null;
                        }
                        documentStore.setEmbeddingModel(aiLlm.toLlm());
                        SearchWrapper wrapper = new SearchWrapper();
                        wrapper.setMaxResults(Integer.valueOf(limit));
                        wrapper.setText(keyword);
                        StoreOptions options = StoreOptions.ofCollectionName(aiKnowledge.getVectorStoreCollection());

                        List<Document> results = documentStore.search(wrapper, options);
                        return results;
                    }
                };
            }
        });




        Chain chain = tinyflow.toChain();
        chain.addEventListener(new ChainEventListener() {
            @Override
@@ -115,6 +102,7 @@
                System.out.println("onEvent : " + event);
            }
        });


        chain.addOutputListener(new ChainOutputListener() {
            @Override
@@ -127,4 +115,89 @@

        return Result.success("result", result).set("message", chain.getMessage());
    }

    @SaIgnore
    @GetMapping(value = "/external/getRunningParams", produces = MediaType.APPLICATION_JSON_VALUE)
    @ResponseBody
    public Result externalGetRunningParameters(HttpServletRequest request,
                                               @RequestParam BigInteger id) {
        String apiKey = request.getHeader("Authorization");
        apiKeyService.checkApiKey(apiKey);
        return getRunningParameters(id);
    }

    @SaIgnore
    @PostMapping(value = "/external/run", produces = MediaType.APPLICATION_JSON_VALUE)
    @ResponseBody
    public Result externalRun(HttpServletRequest request,
                              @JsonBody(value = "id", required = true) BigInteger id,
                              @JsonBody("variables") Map<String, Object> variables) {
        String apiKey = request.getHeader("Authorization");
        apiKeyService.checkApiKey(apiKey);
        return tryRunning(id, variables);
    }

    @PostMapping("/singleRun")
    public Result singleRun(
            @JsonBody(value = "id", required = true) BigInteger id,
            @JsonBody(value = "node", required = true) Map<String, Object> node,
            @JsonBody("variables") Map<String, Object> variables) {

        AiWorkflow workflow = service.getById(id);
        if (workflow == null) {
            return Result.fail(1, "工作流不存在");
        }
        List<ChainNode> nodes = new ArrayList<>();
        Tinyflow tinyflow = workflow.toTinyflow();
        Chain fullChain = tinyflow.toChain();
        if (fullChain != null) {
            nodes = fullChain.getNodes();
        }
        Map<String, NodeParser> map = tinyflow.getChainParser().getNodeParserMap();
        NodeParser parser = map.get(node.get("type").toString());
        if (parser == null) {
            return Result.fail(1, "节点类型不存在");
        }
        ChainNode currentNode = parser.parse(new JSONObject(node), tinyflow);
        if (currentNode == null) {
            return Result.fail(1, "节点不存在");
        }
        currentNode.setInwardEdges(null);
        currentNode.setOutwardEdges(null);
        fixParamType(nodes, currentNode);
        Chain chain = new Chain();
        chain.addNode(currentNode);
        Map<String, Object> res = chain.executeForResult(variables);
        return Result.success(res);
    }

    /**
     * 修正引用类的值类型
     */
    private void fixParamType(List<ChainNode> allNodes, ChainNode currentNode) {
        List<Parameter> currentParams = currentNode.getParameters();
        if (CollectionUtil.isEmpty(currentParams)) {
            return;
        }
        for (Parameter parameter : currentParams) {
            RefType refType = parameter.getRefType();
            if (refType.equals(RefType.REF)) {
                parameter.setRefType(RefType.INPUT);
                String ref = parameter.getRef();
                if (StrUtil.isNotEmpty(ref)) {
                    for (ChainNode node : allNodes) {
                        List<Parameter> parameters = node.getParameters();
                        if (parameters != null) {
                            for (Parameter nodeParameter : parameters) {
                                String nodeAttr = node.getId() + "." + nodeParameter.getName();
                                if (ref.equals(nodeAttr)) {
                                    parameter.setDataType(nodeParameter.getDataType());
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}