Couple fixes for RAG evaluation

api/base/v1alpha1/worker.go

@@ -168,6 +168,7 @@ func (worker Worker) BuildEmbedder() *Embedder {
 			Type:       embeddings.OpenAI,
 			Provider: Provider{
 				Worker: &TypedObjectReference{
+					APIGroup:  pointer.String(GroupVersion.String()),
 					Kind:      "Worker",
 					Namespace: &worker.Namespace,
 					Name:      worker.Name,
@@ -188,6 +189,7 @@ func (worker Worker) BuildLLM() *LLM {
 			Type:       llms.OpenAI,
 			Provider: Provider{
 				Worker: &TypedObjectReference{
+					APIGroup:  pointer.String(GroupVersion.String()),
 					Kind:      "Worker",
 					Namespace: &worker.Namespace,
 					Name:      worker.Name,

apiserver/pkg/application/application.go

@@ -742,7 +742,7 @@ func UpdateApplicationConfig(ctx context.Context, c client.Client, input generat
 }
 
 func mutateApp(app *v1alpha1.Application, input generated.UpdateApplicationConfigInput, hasMultiQueryRetriever, hasRerankRetriever bool) error {
-	app.Spec.Nodes = redefineNodes(input.Knowledgebase, input.Name, input.Llm, input.Tools, hasMultiQueryRetriever, hasRerankRetriever, input.EnableUploadFile)
+	app.Spec.Nodes = redefineNodes(input.Knowledgebase, input.Namespace, input.Name, input.Llm, input.Tools, hasMultiQueryRetriever, hasRerankRetriever, input.EnableUploadFile)
 	app.Spec.Prologue = pointer.StringDeref(input.Prologue, app.Spec.Prologue)
 	app.Spec.ShowRespInfo = pointer.BoolDeref(input.ShowRespInfo, app.Spec.ShowRespInfo)
 	app.Spec.ShowRetrievalInfo = pointer.BoolDeref(input.ShowRetrievalInfo, app.Spec.ShowRetrievalInfo)
@@ -755,16 +755,18 @@ func mutateApp(app *v1alpha1.Application, input generated.UpdateApplicationConfi
 	return nil
 }
 
-func redefineNodes(knowledgebase *string, name string, llmName string, tools []*generated.ToolInput, hasMultiQueryRetriever, hasRerankRetriever bool, enableUploadFile *bool) (nodes []v1alpha1.Node) {
+// redefineNodes redefine nodes in application
+func redefineNodes(knowledgebase *string, namespace string, name string, llmName string, tools []*generated.ToolInput, hasMultiQueryRetriever, hasRerankRetriever bool, enableUploadFile *bool) (nodes []v1alpha1.Node) {
 	nodes = []v1alpha1.Node{
 		{
 			NodeConfig: v1alpha1.NodeConfig{
 				Name:        "Input",
 				DisplayName: "用户输入",
 				Description: "用户输入节点，必须",
 				Ref: &v1alpha1.TypedObjectReference{
-					Kind: "Input",
-					Name: "Input",
+					Kind:      "Input",
+					Name:      "Input",
+					Namespace: &namespace,
 				},
 			},
 			NextNodeName: []string{"prompt-node"},
@@ -775,9 +777,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 				DisplayName: "prompt",
 				Description: "设定prompt，template中可以使用{{.}}来替换变量",
 				Ref: &v1alpha1.TypedObjectReference{
-					APIGroup: pointer.String("prompt.arcadia.kubeagi.k8s.com.cn"),
-					Kind:     "Prompt",
-					Name:     name,
+					APIGroup:  pointer.String("prompt.arcadia.kubeagi.k8s.com.cn"),
+					Kind:      "Prompt",
+					Name:      name,
+					Namespace: &namespace,
 				},
 			},
 			NextNodeName: []string{"chain-node"},
@@ -790,9 +793,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 				DisplayName: "documentloader",
 				Description: "文档加载，可选",
 				Ref: &v1alpha1.TypedObjectReference{
-					APIGroup: pointer.String("arcadia.kubeagi.k8s.com.cn"),
-					Kind:     "DocumentLoader",
-					Name:     name,
+					APIGroup:  pointer.String("arcadia.kubeagi.k8s.com.cn"),
+					Kind:      "DocumentLoader",
+					Name:      name,
+					Namespace: &namespace,
 				},
 			},
 			NextNodeName: []string{"chain-node"},
@@ -804,9 +808,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 			DisplayName: "llm",
 			Description: "设定大模型的访问信息",
 			Ref: &v1alpha1.TypedObjectReference{
-				APIGroup: pointer.String("arcadia.kubeagi.k8s.com.cn"),
-				Kind:     "LLM",
-				Name:     llmName,
+				APIGroup:  pointer.String("arcadia.kubeagi.k8s.com.cn"),
+				Kind:      "LLM",
+				Name:      llmName,
+				Namespace: &namespace,
 			},
 		},
 		NextNodeName: []string{"chain-node"},
@@ -821,9 +826,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 				DisplayName: "llm chain",
 				Description: "chain是langchain的核心概念，llmChain用于连接prompt和llm",
 				Ref: &v1alpha1.TypedObjectReference{
-					APIGroup: pointer.String("chain.arcadia.kubeagi.k8s.com.cn"),
-					Kind:     "LLMChain",
-					Name:     name,
+					APIGroup:  pointer.String("chain.arcadia.kubeagi.k8s.com.cn"),
+					Kind:      "LLMChain",
+					Name:      name,
+					Namespace: &namespace,
 				},
 			},
 			NextNodeName: []string{"Output"},
@@ -836,9 +842,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 					DisplayName: "知识库",
 					Description: "连接知识库",
 					Ref: &v1alpha1.TypedObjectReference{
-						APIGroup: pointer.String("arcadia.kubeagi.k8s.com.cn"),
-						Kind:     "KnowledgeBase",
-						Name:     pointer.StringDeref(knowledgebase, ""),
+						APIGroup:  pointer.String("arcadia.kubeagi.k8s.com.cn"),
+						Kind:      "KnowledgeBase",
+						Name:      pointer.StringDeref(knowledgebase, ""),
+						Namespace: &namespace,
 					},
 				},
 				NextNodeName: []string{"retriever-node"},
@@ -849,9 +856,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 					DisplayName: "从知识库提取信息的retriever",
 					Description: "连接应用和知识库",
 					Ref: &v1alpha1.TypedObjectReference{
-						APIGroup: pointer.String("retriever.arcadia.kubeagi.k8s.com.cn"),
-						Kind:     "KnowledgeBaseRetriever",
-						Name:     name,
+						APIGroup:  pointer.String("retriever.arcadia.kubeagi.k8s.com.cn"),
+						Kind:      "KnowledgeBaseRetriever",
+						Name:      name,
+						Namespace: &namespace,
 					},
 				},
 				NextNodeName: []string{"chain-node"},
@@ -878,9 +886,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 						DisplayName: "多查询retriever",
 						Description: "多查询retriever",
 						Ref: &v1alpha1.TypedObjectReference{
-							APIGroup: pointer.String("retriever.arcadia.kubeagi.k8s.com.cn"),
-							Kind:     "MultiQueryRetriever",
-							Name:     name,
+							APIGroup:  pointer.String("retriever.arcadia.kubeagi.k8s.com.cn"),
+							Kind:      "MultiQueryRetriever",
+							Name:      name,
+							Namespace: &namespace,
 						},
 					},
 					NextNodeName: []string{nextNodeName},
@@ -894,9 +903,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 						DisplayName: "rerank retriever",
 						Description: "rerank retriever",
 						Ref: &v1alpha1.TypedObjectReference{
-							APIGroup: pointer.String("retriever.arcadia.kubeagi.k8s.com.cn"),
-							Kind:     "RerankRetriever",
-							Name:     name,
+							APIGroup:  pointer.String("retriever.arcadia.kubeagi.k8s.com.cn"),
+							Kind:      "RerankRetriever",
+							Name:      name,
+							Namespace: &namespace,
 						},
 					},
 					NextNodeName: []string{"chain-node"},
@@ -909,9 +919,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 					DisplayName: "RetrievalQA chain",
 					Description: "chain是langchain的核心概念RetrievalQAChain用于从retriever中提取信息，供llm调用",
 					Ref: &v1alpha1.TypedObjectReference{
-						APIGroup: pointer.String("chain.arcadia.kubeagi.k8s.com.cn"),
-						Kind:     "RetrievalQAChain",
-						Name:     name,
+						APIGroup:  pointer.String("chain.arcadia.kubeagi.k8s.com.cn"),
+						Kind:      "RetrievalQAChain",
+						Name:      name,
+						Namespace: &namespace,
 					},
 				},
 				NextNodeName: []string{"Output"},
@@ -924,9 +935,10 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 				DisplayName: "agent",
 				Description: "agent 调用复杂工具完成任务",
 				Ref: &v1alpha1.TypedObjectReference{
-					APIGroup: pointer.String("arcadia.kubeagi.k8s.com.cn"),
-					Kind:     "Agent",
-					Name:     name,
+					APIGroup:  pointer.String("arcadia.kubeagi.k8s.com.cn"),
+					Kind:      "Agent",
+					Name:      name,
+					Namespace: &namespace,
 				},
 			},
 			NextNodeName: []string{"chain-node"},
@@ -938,8 +950,9 @@ func redefineNodes(knowledgebase *string, name string, llmName string, tools []*
 			DisplayName: "最终输出",
 			Description: "最终输出节点，必须",
 			Ref: &v1alpha1.TypedObjectReference{
-				Kind: "Output",
-				Name: "Output",
+				Kind:      "Output",
+				Name:      "Output",
+				Namespace: &namespace,
 			},
 		},
 	})

apiserver/pkg/knowledgebase/knowledgebase.go

@@ -85,6 +85,7 @@ func knowledgebase2model(ctx context.Context, c client.Client, knowledgebase *v1
 		}
 
 		source := &generated.TypedObjectReference{
+			APIGroup:  fg.Source.APIGroup,
 			Kind:      fg.Source.Kind,
 			Name:      fg.Source.Name,
 			Namespace: new(string),
@@ -122,6 +123,7 @@ func knowledgebase2model(ctx context.Context, c client.Client, knowledgebase *v1
 
 	embedderResource := &v1alpha1.Embedder{}
 	embedder := generated.TypedObjectReference{
+		APIGroup:  knowledgebase.Spec.Embedder.APIGroup,
 		Kind:      knowledgebase.Spec.Embedder.Kind,
 		Name:      knowledgebase.Spec.Embedder.Name,
 		Namespace: knowledgebase.Spec.Embedder.Namespace,
@@ -156,6 +158,7 @@ func knowledgebase2model(ctx context.Context, c client.Client, knowledgebase *v1
 		EmbedderType: &embedderType,
 		// Vector info
 		VectorStore: &generated.TypedObjectReference{
+			APIGroup:  knowledgebase.Spec.VectorStore.APIGroup,
 			Kind:      knowledgebase.Spec.VectorStore.Kind,
 			Name:      knowledgebase.Spec.VectorStore.Name,
 			Namespace: knowledgebase.Spec.VectorStore.Namespace,
@@ -246,6 +249,7 @@ func CreateKnowledgeBase(ctx context.Context, c client.Client, input generated.C
 				Description: description,
 			},
 			Embedder: &v1alpha1.TypedObjectReference{
+				APIGroup:  pointer.String(v1alpha1.GroupVersion.String()),
 				Kind:      "Embedder",
 				Name:      embedder,
 				Namespace: &input.Namespace,

apiserver/pkg/versioneddataset/versioned_dataset.go

@@ -279,6 +279,7 @@ func UpdateVersionedDataset(ctx context.Context, c client.Client, input *generat
 	for _, item := range input.FileGroups {
 		tmp := v1alpha1.FileGroup{
 			Source: &v1alpha1.TypedObjectReference{
+				APIGroup:  item.Source.APIGroup,
 				Kind:      item.Source.Kind,
 				Name:      item.Source.Name,
 				Namespace: item.Source.Namespace,
@@ -312,6 +313,7 @@ func CreateVersionedDataset(ctx context.Context, c client.Client, input *generat
 	vds.Spec = v1alpha1.VersionedDatasetSpec{
 		Version: input.Version,
 		Dataset: &v1alpha1.TypedObjectReference{
+			APIGroup:  pointer.String(v1alpha1.GroupVersion.String()),
 			Kind:      "Dataset",
 			Name:      input.DatasetName,
 			Namespace: &input.Namespace,
@@ -328,6 +330,7 @@ func CreateVersionedDataset(ctx context.Context, c client.Client, input *generat
 		for _, item := range input.FileGrups {
 			tmp := v1alpha1.FileGroup{
 				Source: &v1alpha1.TypedObjectReference{
+					APIGroup:  item.Source.APIGroup,
 					Kind:      item.Source.Kind,
 					Name:      item.Source.Name,
 					Namespace: item.Source.Namespace,

apiserver/pkg/worker/worker.go

@@ -211,6 +211,7 @@ func CreateWorker(ctx context.Context, c client.Client, input generated.CreateWo
 			},
 			Type: workerType,
 			Model: &v1alpha1.TypedObjectReference{
+				APIGroup:  pointer.String(v1alpha1.GroupVersion.String()),
 				Name:      input.Model.Name,
 				Namespace: &modelNs,
 				Kind:      "Model",

deploy/charts/arcadia/templates/rag-rbac.yaml

@@ -21,6 +21,8 @@ rules:
       - knowledgebases
       - embedders
       - vectorstores
+      - documentloaders
+      - agents
     verbs:
       - get
       - list
@@ -36,6 +38,7 @@ rules:
     resources:
       - llmchains
       - retrievalqachains
+      - apichains
     verbs:
       - get
       - list
@@ -50,6 +53,8 @@ rules:
       - retriever.arcadia.kubeagi.k8s.com.cn
     resources:
       - knowledgebaseretrievers
+      - multiqueryretrievers
+      - rerankretrievers
     verbs:
       - list
       - get

pkg/versioneddataset/versioneddataset.go

@@ -24,6 +24,7 @@ import (
 	corev1 "k8s.io/api/core/v1"
 	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/klog/v2"
+	"k8s.io/utils/pointer"
 
 	"github.com/kubeagi/arcadia/api/base/v1alpha1"
 	"github.com/kubeagi/arcadia/pkg/datasource"
@@ -61,6 +62,7 @@ func generateInheritedFileStatus(oss *datasource.OSS, instance *v1alpha1.Version
 	return []v1alpha1.FileStatus{
 		{
 			TypedObjectReference: v1alpha1.TypedObjectReference{
+				APIGroup:  pointer.String(v1alpha1.GroupVersion.String()),
 				Name:      name,
 				Namespace: &instance.Namespace,
 				Kind:      "VersionedDataset",
@@ -93,6 +95,7 @@ func generateDatasourceFileStatus(instance *v1alpha1.VersionedDataset) []v1alpha
 		_, _ = fmt.Sscanf(datasource, "%s %s", &namespace, &name)
 		item := v1alpha1.FileStatus{
 			TypedObjectReference: v1alpha1.TypedObjectReference{
+				APIGroup:  pointer.String(v1alpha1.GroupVersion.String()),
 				Name:      name,
 				Namespace: &namespace,
 				Kind:      "Datasource",
@@ -168,6 +171,8 @@ func CopiedFileGroup2Status(oss *datasource.OSS, instance *v1alpha1.VersionedDat
 		if len(datasourceFiles) > 0 {
 			ds := v1alpha1.FileStatus{
 				TypedObjectReference: v1alpha1.TypedObjectReference{
+					APIGroup:  item.APIGroup,
+					Kind:      item.Kind,
 					Name:      item.Name,
 					Namespace: item.Namespace,
 				},