refactor: remove unused tool filter middleware and helpers
- Deleted tool_filter_middleware_test.go and tool_helpers.go as they are no longer needed. - Removed associated test cases in tool_helpers_test.go. - Refactored knowledge retriever logic by moving it to a new file and updating imports. - Introduced tooling package for tool result reduction logic. - Updated traces package to include new trace types and structures. - Adjusted executor and tool search tool to reflect new package structure.
This commit is contained in:
mlogclub
@@ -1,293 +0,0 @@
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package executor
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import (
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"context"
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"strings"
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"time"
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"agent-desk/internal/ai/runtime/internal/impl/callbacks"
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"agent-desk/internal/ai/runtime/internal/impl/retrievers"
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"agent-desk/internal/models"
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"agent-desk/internal/pkg/utils"
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"github.com/cloudwego/eino/compose"
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"github.com/cloudwego/eino/schema"
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)
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const (
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answerabilityNodeRetrieve = "retrieve_knowledge"
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answerabilityNodeAllow = "allow_agent"
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answerabilityNodeFallback = "fallback"
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answerabilityStatusSkipped = "skipped"
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answerabilityStatusNoContext = "no_context"
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answerabilityStatusHasContext = "has_context"
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answerabilityStatusUnanswerable = "unanswerable"
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)
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type knowledgeContextRetriever interface {
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KnowledgeBaseIDs() []int64
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RetrieveContextByOptions(ctx context.Context, opts retrievers.KnowledgeRetrieveOptions, query string) (*retrievers.KnowledgeRetrieveResult, error)
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}
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type answerabilityRetrieverFactory func(aiAgent models.AIAgent) knowledgeContextRetriever
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type KnowledgeAnswerabilityGate struct {
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newRetriever answerabilityRetrieverFactory
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}
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type answerabilityGateInput struct {
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Request RunInput
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Summary *RunResult
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Collector *callbacks.RuntimeTraceCollector
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Messages []*schema.Message
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}
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type answerabilityGateState struct {
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Input answerabilityGateInput
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KnowledgeIDs []int64
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RetrieveResult *retrievers.KnowledgeRetrieveResult
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Decision knowledgeGuardDecision
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SkipGate bool
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FallbackReply string
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ErrorMessage string
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}
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func NewKnowledgeAnswerabilityGate() *KnowledgeAnswerabilityGate {
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return &KnowledgeAnswerabilityGate{
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newRetriever: func(aiAgent models.AIAgent) knowledgeContextRetriever {
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return retrievers.NewKnowledgeRetriever(aiAgent)
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},
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}
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}
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func (g *KnowledgeAnswerabilityGate) withDefaults() *KnowledgeAnswerabilityGate {
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if g == nil {
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return NewKnowledgeAnswerabilityGate()
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}
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ret := *g
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defaults := NewKnowledgeAnswerabilityGate()
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if ret.newRetriever == nil {
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ret.newRetriever = defaults.newRetriever
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}
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return &ret
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}
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func (g *KnowledgeAnswerabilityGate) Evaluate(ctx context.Context, input answerabilityGateInput) (*answerabilityGateState, error) {
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gate := g.withDefaults()
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graph := compose.NewGraph[*answerabilityGateState, *answerabilityGateState]()
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if err := graph.AddLambdaNode(answerabilityNodeRetrieve, compose.InvokableLambda(gate.retrieveKnowledge)); err != nil {
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return nil, err
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}
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if err := graph.AddLambdaNode(answerabilityNodeAllow, compose.InvokableLambda(allowAnswerabilityPassThrough)); err != nil {
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return nil, err
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}
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if err := graph.AddLambdaNode(answerabilityNodeFallback, compose.InvokableLambda(fallbackAnswerabilityPassThrough)); err != nil {
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return nil, err
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}
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if err := graph.AddEdge(compose.START, answerabilityNodeRetrieve); err != nil {
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return nil, err
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}
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if err := graph.AddBranch(answerabilityNodeRetrieve, compose.NewGraphBranch(routeAnswerabilityGate, map[string]bool{
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answerabilityNodeAllow: true,
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answerabilityNodeFallback: true,
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})); err != nil {
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return nil, err
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}
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if err := graph.AddEdge(answerabilityNodeAllow, compose.END); err != nil {
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return nil, err
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}
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if err := graph.AddEdge(answerabilityNodeFallback, compose.END); err != nil {
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return nil, err
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}
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runnable, err := graph.Compile(ctx)
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if err != nil {
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return nil, err
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}
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return runnable.Invoke(ctx, &answerabilityGateState{Input: input})
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}
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func routeAnswerabilityGate(ctx context.Context, state *answerabilityGateState) (string, error) {
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if state == nil {
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return answerabilityNodeFallback, nil
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}
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if state.SkipGate || strings.TrimSpace(state.FallbackReply) == "" {
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return answerabilityNodeAllow, nil
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}
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return answerabilityNodeFallback, nil
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}
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func allowAnswerabilityPassThrough(ctx context.Context, state *answerabilityGateState) (*answerabilityGateState, error) {
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if state == nil {
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return &answerabilityGateState{}, nil
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}
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if len(state.Decision.Instructions) > 0 {
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state.Input.Messages = append(state.Input.Messages, state.Decision.Instructions...)
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}
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if state.RetrieveResult != nil {
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if contextText := strings.TrimSpace(state.RetrieveResult.ContextText); contextText != "" {
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state.Input.Messages = append(state.Input.Messages, schema.SystemMessage(contextText))
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}
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}
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return state, nil
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}
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func fallbackAnswerabilityPassThrough(ctx context.Context, state *answerabilityGateState) (*answerabilityGateState, error) {
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if state == nil {
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return &answerabilityGateState{}, nil
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}
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return state, nil
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}
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func (g *KnowledgeAnswerabilityGate) retrieveKnowledge(ctx context.Context, state *answerabilityGateState) (*answerabilityGateState, error) {
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if state == nil {
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state = &answerabilityGateState{}
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}
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gate := g.withDefaults()
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req := state.Input.Request
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if isRuntimeActionIntent(req.UserMessage.Content) {
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state.SkipGate = true
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state.recordAnswerability(answerabilityStatusSkipped, "runtime action intent", nil)
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return state, nil
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}
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configuredKnowledgeIDs := utils.SplitInt64s(req.AIAgent.KnowledgeIDs)
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if len(configuredKnowledgeIDs) == 0 {
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state.SkipGate = true
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state.recordAnswerability(answerabilityStatusSkipped, "no knowledge configured", nil)
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return state, nil
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}
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retriever := gate.newRetriever(req.AIAgent)
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state.KnowledgeIDs = append([]int64(nil), configuredKnowledgeIDs...)
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if retriever == nil {
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state.FallbackReply = resolveKnowledgeHumanSupportFallback(req.AIAgent)
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state.recordAnswerability(answerabilityStatusUnanswerable, "knowledge retriever unavailable", nil)
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return state, nil
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}
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knowledgeIDs := retriever.KnowledgeBaseIDs()
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state.KnowledgeIDs = append([]int64(nil), knowledgeIDs...)
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if len(knowledgeIDs) == 0 {
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state.SkipGate = true
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state.recordAnswerability(answerabilityStatusSkipped, "no knowledge configured", nil)
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return state, nil
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}
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query := strings.TrimSpace(req.UserMessage.Content)
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if query == "" {
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state.Decision = buildKnowledgeNoContextDecision(req.AIAgent, knowledgeIDs)
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state.recordAnswerability(answerabilityStatusNoContext, "empty user question", nil)
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return state, nil
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}
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retrieveOptions := retrievers.DefaultKnowledgeRetrieveOptions()
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retrieveOptions.QueryPreview = preview(req.UserMessage.Content, 120)
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result, err := retriever.RetrieveContextByOptions(ctx, retrieveOptions, query)
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if err != nil {
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state.Decision = buildKnowledgeRetrievalErrorDecision(req.AIAgent, knowledgeIDs)
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state.ErrorMessage = err.Error()
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state.recordAnswerability(answerabilityStatusUnanswerable, "knowledge retrieval failed", err)
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return state, nil
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}
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state.RetrieveResult = result
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if state.Input.Summary != nil && result != nil {
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state.Input.Summary.RetrieverCount = len(result.Hits)
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}
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if state.Input.Collector != nil && result != nil {
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state.Input.Collector.SetRetrieverSummary(result.TraceSummary)
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state.Input.Collector.AddRetrieverItems(result.TraceItems)
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}
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if result == nil || len(result.Hits) == 0 || strings.TrimSpace(result.ContextText) == "" {
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state.Decision = buildKnowledgeNoContextDecision(req.AIAgent, knowledgeIDs)
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state.recordAnswerability(answerabilityStatusNoContext, "no retrieved context", nil)
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return state, nil
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}
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state.Decision = buildKnowledgeGuardDecision(req.AIAgent, result)
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state.recordAnswerability(answerabilityStatusHasContext, "retrieved context injected", nil)
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return state, nil
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}
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func isRuntimeActionIntent(content string) bool {
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text := strings.ToLower(strings.TrimSpace(content))
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if text == "" {
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return false
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}
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compact := strings.NewReplacer(" ", "", "\t", "", "\n", "", "\r", "").Replace(text)
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handoffPhrases := []string{
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"我要转人工",
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"帮我转人工",
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"转人工",
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"接人工",
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"找人工",
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"真人客服",
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"humanagent",
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"liveagent",
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}
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for _, phrase := range handoffPhrases {
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if strings.Contains(compact, phrase) {
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return true
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}
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}
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if containsAny(compact, []string{"人工客服", "人工服务", "人工处理"}) &&
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!containsAny(compact, []string{"是什么", "怎么", "如何", "多少", "几", "吗", "?"}) &&
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(isShortActionPhrase(compact) || containsAny(compact, []string{"我要", "帮我", "请", "联系", "需要"})) {
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return true
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}
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ticketPhrases := []string{
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"创建工单",
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"新建工单",
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"提交工单",
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"发起工单",
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"建工单",
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"开工单",
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"我要建单",
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"帮我建单",
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"创建ticket",
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"createticket",
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}
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for _, phrase := range ticketPhrases {
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if strings.Contains(compact, phrase) {
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return true
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}
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}
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if strings.Contains(compact, "工单") {
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for _, action := range []string{"创建", "新建", "提交", "发起", "建", "开", "帮我", "我要", "请"} {
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if strings.Contains(compact, action) {
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return true
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}
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}
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}
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return false
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}
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func containsAny(text string, values []string) bool {
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for _, value := range values {
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if strings.Contains(text, value) {
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return true
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}
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}
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return false
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}
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func isShortActionPhrase(text string) bool {
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return len([]rune(text)) <= 8
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}
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func (s *answerabilityGateState) recordAnswerability(status string, reason string, err error) {
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s.recordAnswerabilityWithLatency(status, reason, err, time.Time{})
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}
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func (s *answerabilityGateState) recordAnswerabilityWithLatency(status string, reason string, err error, started time.Time) {
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if s == nil || s.Input.Collector == nil {
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return
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}
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errorMessage := strings.TrimSpace(s.ErrorMessage)
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if err != nil {
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errorMessage = err.Error()
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}
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data := callbacks.AnswerabilityTraceData{
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Status: status,
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Reason: strings.TrimSpace(reason),
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ErrorMessage: errorMessage,
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}
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if !started.IsZero() {
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data.LatencyMs = time.Since(started).Milliseconds()
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}
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s.Input.Collector.SetAnswerability(data)
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}
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@@ -1,301 +0,0 @@
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package executor
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import (
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"context"
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"errors"
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"strings"
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"testing"
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"agent-desk/internal/ai/rag"
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"agent-desk/internal/ai/runtime/internal/impl/callbacks"
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"agent-desk/internal/ai/runtime/internal/impl/retrievers"
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"agent-desk/internal/models"
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"agent-desk/internal/pkg/enums"
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"github.com/cloudwego/eino/schema"
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)
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type fakeKnowledgeContextRetriever struct {
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knowledgeBaseIDs []int64
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result *retrievers.KnowledgeRetrieveResult
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err error
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called bool
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}
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func (r *fakeKnowledgeContextRetriever) KnowledgeBaseIDs() []int64 {
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return append([]int64(nil), r.knowledgeBaseIDs...)
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}
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func (r *fakeKnowledgeContextRetriever) RetrieveContextByOptions(ctx context.Context, opts retrievers.KnowledgeRetrieveOptions, query string) (*retrievers.KnowledgeRetrieveResult, error) {
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r.called = true
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if r.err != nil {
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return nil, r.err
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}
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if r.result != nil {
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return r.result, nil
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}
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return &retrievers.KnowledgeRetrieveResult{
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KnowledgeBaseIDs: append([]int64(nil), r.knowledgeBaseIDs...),
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Query: query,
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}, nil
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}
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func newTestKnowledgePolicyGate(retriever knowledgeContextRetriever) *KnowledgeAnswerabilityGate {
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return &KnowledgeAnswerabilityGate{
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newRetriever: func(aiAgent models.AIAgent) knowledgeContextRetriever {
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return retriever
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},
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}
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}
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func newKnowledgePolicyRunInput(content string, knowledgeIDs string) RunInput {
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return RunInput{
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UserMessage: models.Message{Content: content},
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AIAgent: models.AIAgent{
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KnowledgeIDs: knowledgeIDs,
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FallbackMode: enums.AIAgentFallbackModeSuggestRetry,
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FallbackMessage: "我暂时没有找到足够准确的信息。你可以补充更具体的问题，我再继续帮你查。",
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AllowedMCPTools: "[]",
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},
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AIConfig: models.AIConfig{ModelName: "fake-model"},
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}
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}
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func messagesContainContent(messages []*schema.Message, needle string) bool {
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for _, message := range messages {
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if message != nil && strings.Contains(message.Content, needle) {
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return true
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}
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}
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return false
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}
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func TestKnowledgePolicyEvaluateInjectsNoContextInstructionWithoutFallback(t *testing.T) {
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collector := callbacks.NewRuntimeTraceCollector()
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gate := newTestKnowledgePolicyGate(&fakeKnowledgeContextRetriever{
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knowledgeBaseIDs: []int64{1},
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result: &retrievers.KnowledgeRetrieveResult{
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KnowledgeBaseIDs: []int64{1},
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},
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})
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state, err := gate.Evaluate(context.Background(), answerabilityGateInput{
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Request: newKnowledgePolicyRunInput("你好", "1"),
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Summary: &RunResult{},
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Collector: collector,
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})
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if err != nil {
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t.Fatalf("Evaluate returned error: %v", err)
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}
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if state.FallbackReply != "" {
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t.Fatalf("expected no direct fallback, got %q", state.FallbackReply)
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}
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if state.SkipGate {
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t.Fatal("expected configured knowledge to inject policy, not skip")
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}
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if len(state.Decision.Instructions) != 1 {
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t.Fatalf("expected one no-context instruction, got %d", len(state.Decision.Instructions))
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}
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if !strings.Contains(state.Decision.Instructions[0].Content, "当前没有从知识库检索到可用资料") {
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t.Fatalf("unexpected no-context instruction: %q", state.Decision.Instructions[0].Content)
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}
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if !strings.Contains(state.Decision.Instructions[0].Content, "不得编造") {
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t.Fatalf("expected anti-hallucination policy, got %q", state.Decision.Instructions[0].Content)
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}
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if collector.Data.Answerability.Status != answerabilityStatusNoContext {
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t.Fatalf("unexpected policy status: %q", collector.Data.Answerability.Status)
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}
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}
|
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|
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func TestBuildRunMessagesContinuesAgentFlowWhenNoContext(t *testing.T) {
|
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summary := &RunResult{}
|
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gate := newTestKnowledgePolicyGate(&fakeKnowledgeContextRetriever{
|
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knowledgeBaseIDs: []int64{1},
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result: &retrievers.KnowledgeRetrieveResult{
|
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KnowledgeBaseIDs: []int64{1},
|
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},
|
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})
|
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|
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messages := buildRunMessages(context.Background(), newKnowledgePolicyRunInput("你好", "1"), summary, nil, gate)
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|
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if summary.ReplyText != "" {
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t.Fatalf("expected no early fallback reply, got %q", summary.ReplyText)
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}
|
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if !messagesContainContent(messages, "当前没有从知识库检索到可用资料") {
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t.Fatalf("expected no-context instruction in messages: %#v", messages)
|
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}
|
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if !messagesContainContent(messages, "你好") {
|
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t.Fatalf("expected current user message to remain in messages: %#v", messages)
|
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}
|
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}
|
||||
|
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func TestKnowledgePolicyEvaluateInjectsGroundedInstructionAndContext(t *testing.T) {
|
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collector := callbacks.NewRuntimeTraceCollector()
|
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gate := newTestKnowledgePolicyGate(&fakeKnowledgeContextRetriever{
|
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knowledgeBaseIDs: []int64{1},
|
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result: &retrievers.KnowledgeRetrieveResult{
|
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KnowledgeBaseIDs: []int64{1},
|
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Hits: []rag.RetrieveResult{
|
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{KnowledgeBaseID: 1, DocumentID: 10, ChunkID: 101, Content: "退款规则：订单发货前可以申请退款。", Score: 0.91},
|
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},
|
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ContextResults: []rag.RetrieveResult{
|
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{KnowledgeBaseID: 1, DocumentID: 10, ChunkID: 101, Content: "退款规则：订单发货前可以申请退款。", Score: 0.91},
|
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},
|
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ContextText: "知识库片段：退款规则：订单发货前可以申请退款。",
|
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AnswerMode: enums.KnowledgeAnswerModeStrict,
|
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},
|
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})
|
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|
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state, err := gate.Evaluate(context.Background(), answerabilityGateInput{
|
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Request: newKnowledgePolicyRunInput("怎么退款", "1"),
|
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Summary: &RunResult{},
|
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Collector: collector,
|
||||
})
|
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if err != nil {
|
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t.Fatalf("Evaluate returned error: %v", err)
|
||||
}
|
||||
|
||||
if state.FallbackReply != "" {
|
||||
t.Fatalf("expected no direct fallback, got %q", state.FallbackReply)
|
||||
}
|
||||
if len(state.Decision.Instructions) != 1 {
|
||||
t.Fatalf("expected one grounded instruction, got %d", len(state.Decision.Instructions))
|
||||
}
|
||||
if !strings.Contains(state.Decision.Instructions[0].Content, "知识库回答约束") {
|
||||
t.Fatalf("unexpected grounded instruction: %q", state.Decision.Instructions[0].Content)
|
||||
}
|
||||
if collector.Data.Answerability.Status != answerabilityStatusHasContext {
|
||||
t.Fatalf("unexpected policy status: %q", collector.Data.Answerability.Status)
|
||||
}
|
||||
}
|
||||
|
||||
func TestBuildRunMessagesInjectsRetrievedContextWhenHasContext(t *testing.T) {
|
||||
summary := &RunResult{}
|
||||
gate := newTestKnowledgePolicyGate(&fakeKnowledgeContextRetriever{
|
||||
knowledgeBaseIDs: []int64{1},
|
||||
result: &retrievers.KnowledgeRetrieveResult{
|
||||
KnowledgeBaseIDs: []int64{1},
|
||||
Hits: []rag.RetrieveResult{
|
||||
{KnowledgeBaseID: 1, DocumentID: 10, ChunkID: 101, Content: "退款规则：订单发货前可以申请退款。", Score: 0.91},
|
||||
},
|
||||
ContextText: "知识库片段：退款规则：订单发货前可以申请退款。",
|
||||
AnswerMode: enums.KnowledgeAnswerModeStrict,
|
||||
},
|
||||
})
|
||||
|
||||
messages := buildRunMessages(context.Background(), newKnowledgePolicyRunInput("怎么退款", "1"), summary, nil, gate)
|
||||
|
||||
if summary.ReplyText != "" {
|
||||
t.Fatalf("expected no fallback, got %q", summary.ReplyText)
|
||||
}
|
||||
if !messagesContainContent(messages, "知识库回答约束") {
|
||||
t.Fatalf("expected knowledge instruction in messages: %#v", messages)
|
||||
}
|
||||
if !messagesContainContent(messages, "退款规则") {
|
||||
t.Fatalf("expected retrieved context in messages: %#v", messages)
|
||||
}
|
||||
if !messagesContainContent(messages, "怎么退款") {
|
||||
t.Fatalf("expected current user message in messages: %#v", messages)
|
||||
}
|
||||
}
|
||||
|
||||
func TestKnowledgePolicyEvaluateSkipsWhenNoKnowledgeConfigured(t *testing.T) {
|
||||
retriever := &fakeKnowledgeContextRetriever{}
|
||||
collector := callbacks.NewRuntimeTraceCollector()
|
||||
gate := newTestKnowledgePolicyGate(retriever)
|
||||
|
||||
state, err := gate.Evaluate(context.Background(), answerabilityGateInput{
|
||||
Request: newKnowledgePolicyRunInput("你好", ""),
|
||||
Collector: collector,
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Evaluate returned error: %v", err)
|
||||
}
|
||||
|
||||
if !state.SkipGate {
|
||||
t.Fatal("expected skip without knowledge")
|
||||
}
|
||||
if retriever.called {
|
||||
t.Fatal("expected retriever not to run without configured knowledge")
|
||||
}
|
||||
if collector.Data.Answerability.Status != answerabilityStatusSkipped {
|
||||
t.Fatalf("unexpected status: %q", collector.Data.Answerability.Status)
|
||||
}
|
||||
}
|
||||
|
||||
func TestKnowledgePolicyEvaluateSkipsRuntimeActionIntent(t *testing.T) {
|
||||
retriever := &fakeKnowledgeContextRetriever{knowledgeBaseIDs: []int64{1}}
|
||||
collector := callbacks.NewRuntimeTraceCollector()
|
||||
gate := newTestKnowledgePolicyGate(retriever)
|
||||
|
||||
state, err := gate.Evaluate(context.Background(), answerabilityGateInput{
|
||||
Request: newKnowledgePolicyRunInput("帮我转人工", "1"),
|
||||
Collector: collector,
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Evaluate returned error: %v", err)
|
||||
}
|
||||
|
||||
if !state.SkipGate {
|
||||
t.Fatal("expected runtime action to skip knowledge policy")
|
||||
}
|
||||
if retriever.called {
|
||||
t.Fatal("expected retriever not to run for runtime action")
|
||||
}
|
||||
if collector.Data.Answerability.Status != answerabilityStatusSkipped {
|
||||
t.Fatalf("unexpected status: %q", collector.Data.Answerability.Status)
|
||||
}
|
||||
}
|
||||
|
||||
func TestKnowledgePolicyEvaluateInjectsRetrievalErrorInstructionWithoutFallback(t *testing.T) {
|
||||
collector := callbacks.NewRuntimeTraceCollector()
|
||||
gate := newTestKnowledgePolicyGate(&fakeKnowledgeContextRetriever{
|
||||
knowledgeBaseIDs: []int64{1},
|
||||
err: errors.New("vector store unavailable"),
|
||||
})
|
||||
|
||||
state, err := gate.Evaluate(context.Background(), answerabilityGateInput{
|
||||
Request: newKnowledgePolicyRunInput("怎么退款", "1"),
|
||||
Collector: collector,
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Evaluate returned error: %v", err)
|
||||
}
|
||||
|
||||
if state.FallbackReply != "" {
|
||||
t.Fatalf("expected no direct fallback on retrieval error, got %q", state.FallbackReply)
|
||||
}
|
||||
if len(state.Decision.Instructions) != 1 {
|
||||
t.Fatalf("expected one retrieval-error instruction, got %d", len(state.Decision.Instructions))
|
||||
}
|
||||
if !strings.Contains(state.Decision.Instructions[0].Content, "知识库检索暂时不可用") {
|
||||
t.Fatalf("unexpected retrieval-error instruction: %q", state.Decision.Instructions[0].Content)
|
||||
}
|
||||
if collector.Data.Answerability.Status != answerabilityStatusUnanswerable {
|
||||
t.Fatalf("unexpected status: %q", collector.Data.Answerability.Status)
|
||||
}
|
||||
if collector.Data.Answerability.Reason != "knowledge retrieval failed" {
|
||||
t.Fatalf("unexpected reason: %q", collector.Data.Answerability.Reason)
|
||||
}
|
||||
}
|
||||
|
||||
func TestBuildRunMessagesContinuesAgentFlowWhenRetrievalFails(t *testing.T) {
|
||||
summary := &RunResult{}
|
||||
gate := newTestKnowledgePolicyGate(&fakeKnowledgeContextRetriever{
|
||||
knowledgeBaseIDs: []int64{1},
|
||||
err: errors.New("vector store unavailable"),
|
||||
})
|
||||
|
||||
messages := buildRunMessages(context.Background(), newKnowledgePolicyRunInput("你好", "1"), summary, nil, gate)
|
||||
|
||||
if summary.ReplyText != "" {
|
||||
t.Fatalf("expected no early fallback reply, got %q", summary.ReplyText)
|
||||
}
|
||||
if !messagesContainContent(messages, "知识库检索暂时不可用") {
|
||||
t.Fatalf("expected retrieval-error instruction in messages: %#v", messages)
|
||||
}
|
||||
if !messagesContainContent(messages, "你好") {
|
||||
t.Fatalf("expected current user message to remain in messages: %#v", messages)
|
||||
}
|
||||
}
|
||||
@@ -1,78 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"context"
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/runtime/internal/impl/adapter"
|
||||
"agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/pkg/utils"
|
||||
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
func buildRunMessages(ctx context.Context, req RunInput, summary *RunResult, collector *callbacks.RuntimeTraceCollector, gate *KnowledgeAnswerabilityGate) []*schema.Message {
|
||||
history := adapter.BuildHistoryMessages(req.Conversation.ID, req.UserMessage.ID, 12)
|
||||
if summary != nil {
|
||||
summary.HistoryMessageCount = len(history.Messages)
|
||||
}
|
||||
if collector != nil {
|
||||
collector.Data.Input.HistoryMessageCount = len(history.Messages)
|
||||
collector.Data.Input.KnowledgeBaseIDs = utils.SplitInt64s(req.AIAgent.KnowledgeIDs)
|
||||
collector.Data.Input.CurrentUserMessagePreview = preview(req.UserMessage.Content, 120)
|
||||
}
|
||||
messages := make([]*schema.Message, 0, len(history.Messages)+3)
|
||||
messages = append(messages, history.Messages...)
|
||||
decision := appendRetrievedContext(ctx, req, summary, collector, gate, &messages)
|
||||
if strings.TrimSpace(decision.FallbackReply) != "" {
|
||||
if summary != nil {
|
||||
summary.ReplyText = decision.FallbackReply
|
||||
}
|
||||
return messages
|
||||
}
|
||||
messages = append(messages, schema.UserMessage(strings.TrimSpace(req.UserMessage.Content)))
|
||||
return messages
|
||||
}
|
||||
|
||||
func appendRetrievedContext(ctx context.Context, req RunInput, summary *RunResult, collector *callbacks.RuntimeTraceCollector, gate *KnowledgeAnswerabilityGate, messages *[]*schema.Message) knowledgeGuardDecision {
|
||||
if messages == nil {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
if gate == nil {
|
||||
gate = NewKnowledgeAnswerabilityGate()
|
||||
}
|
||||
state, err := gate.Evaluate(ctx, answerabilityGateInput{
|
||||
Request: req,
|
||||
Summary: summary,
|
||||
Collector: collector,
|
||||
Messages: append([]*schema.Message(nil), (*messages)...),
|
||||
})
|
||||
if err != nil || state == nil {
|
||||
errorMessage := ""
|
||||
if err != nil {
|
||||
errorMessage = err.Error()
|
||||
} else {
|
||||
errorMessage = "answerability gate returned nil state"
|
||||
}
|
||||
if collector != nil {
|
||||
collector.SetAnswerability(callbacks.AnswerabilityTraceData{
|
||||
Status: answerabilityStatusUnanswerable,
|
||||
Reason: "answerability gate failed",
|
||||
ErrorMessage: errorMessage,
|
||||
})
|
||||
}
|
||||
decision := buildKnowledgeUnavailableDecision(req.AIAgent, utils.SplitInt64s(req.AIAgent.KnowledgeIDs))
|
||||
if strings.TrimSpace(decision.FallbackReply) != "" {
|
||||
decision.FallbackReply = resolveKnowledgeHumanSupportFallback(req.AIAgent)
|
||||
}
|
||||
return decision
|
||||
}
|
||||
if strings.TrimSpace(state.FallbackReply) != "" {
|
||||
return knowledgeGuardDecision{FallbackReply: state.FallbackReply}
|
||||
}
|
||||
if state.SkipGate {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
*messages = append((*messages)[:0], state.Input.Messages...)
|
||||
return state.Decision
|
||||
}
|
||||
@@ -1,121 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
func consumeAgentEvents(events *adk.AsyncIterator[*adk.AgentEvent], summary *RunResult, collector *callbacks.RuntimeTraceCollector, toolDefsByModelName map[string]string) {
|
||||
if summary == nil {
|
||||
return
|
||||
}
|
||||
if collector == nil {
|
||||
collector = callbacks.NewRuntimeTraceCollector()
|
||||
}
|
||||
suppressAssistantReply := false
|
||||
for {
|
||||
event, ok := events.Next()
|
||||
if !ok {
|
||||
break
|
||||
}
|
||||
if event == nil {
|
||||
continue
|
||||
}
|
||||
if event.Action != nil && event.Action.Interrupted != nil {
|
||||
summary.Status = "interrupted"
|
||||
summary.Interrupted = true
|
||||
summary.Interrupts = buildInterruptSummaries(event)
|
||||
}
|
||||
if event.Err != nil {
|
||||
errMsg := strings.TrimSpace(event.Err.Error())
|
||||
if errMsg != "" {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = errMsg
|
||||
}
|
||||
}
|
||||
if event.Output == nil || event.Output.MessageOutput == nil {
|
||||
continue
|
||||
}
|
||||
messageOutput := event.Output.MessageOutput
|
||||
switch messageOutput.Role {
|
||||
case schema.Assistant:
|
||||
if suppressAssistantReply {
|
||||
continue
|
||||
}
|
||||
replyText := strings.TrimSpace(messageOutput.Message.Content)
|
||||
if replyText != "" {
|
||||
summary.ReplyText = replyText
|
||||
}
|
||||
case schema.Tool:
|
||||
toolName := strings.TrimSpace(messageOutput.ToolName)
|
||||
if toolName == "" {
|
||||
continue
|
||||
}
|
||||
toolCode := toolName
|
||||
if mappedCode, ok := toolDefsByModelName[toolName]; ok && strings.TrimSpace(mappedCode) != "" {
|
||||
toolCode = strings.TrimSpace(mappedCode)
|
||||
}
|
||||
summary.InvokedToolCodes = appendIfMissing(summary.InvokedToolCodes, toolCode)
|
||||
if strings.TrimSpace(summary.ReplyText) == "" && toolx.ResolveToolSourceType(toolCode) == enums.ToolSourceTypeGraph {
|
||||
toolReplyText := strings.TrimSpace(messageOutput.Message.Content)
|
||||
if result, ok := tooling.ParseToolResult(toolReplyText); ok {
|
||||
if result.ReplyText != "" && !result.ReplySent {
|
||||
summary.ReplyText = result.ReplyText
|
||||
}
|
||||
if result.Terminal && !result.ShouldRetry {
|
||||
suppressAssistantReply = true
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
if summary.Status == "started" {
|
||||
switch {
|
||||
case strings.TrimSpace(summary.ErrorMessage) != "":
|
||||
summary.Status = "error"
|
||||
case summary.Interrupted:
|
||||
summary.Status = "interrupted"
|
||||
case strings.TrimSpace(summary.ReplyText) != "":
|
||||
summary.Status = "completed"
|
||||
case hasInvokedGraphTool(summary.InvokedToolCodes):
|
||||
summary.Status = "completed"
|
||||
default:
|
||||
summary.Status = "fallback"
|
||||
}
|
||||
}
|
||||
summary.ToolCallCount = len(summary.InvokedToolCodes)
|
||||
}
|
||||
|
||||
func hasInvokedGraphTool(toolCodes []string) bool {
|
||||
for _, toolCode := range toolCodes {
|
||||
if toolx.ResolveToolSourceType(toolCode) == enums.ToolSourceTypeGraph {
|
||||
return true
|
||||
}
|
||||
}
|
||||
return false
|
||||
}
|
||||
|
||||
func buildInterruptSummaries(event *adk.AgentEvent) []InterruptContextSummary {
|
||||
if event == nil || event.Action == nil || event.Action.Interrupted == nil {
|
||||
return nil
|
||||
}
|
||||
interrupts := event.Action.Interrupted.InterruptContexts
|
||||
result := make([]InterruptContextSummary, 0, len(interrupts))
|
||||
for _, item := range interrupts {
|
||||
if item == nil {
|
||||
continue
|
||||
}
|
||||
result = append(result, InterruptContextSummary{
|
||||
ID: strings.TrimSpace(item.ID),
|
||||
InfoPreview: previewInterruptInfo(item.Info),
|
||||
})
|
||||
}
|
||||
return result
|
||||
}
|
||||
@@ -1,177 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"encoding/json"
|
||||
"testing"
|
||||
|
||||
"agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
func TestConsumeAgentEventsIgnoresPlainGraphToolText(t *testing.T) {
|
||||
summary := &RunResult{
|
||||
Status: "started",
|
||||
InvokedToolCodes: make([]string, 0),
|
||||
}
|
||||
events, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{
|
||||
Output: &adk.AgentOutput{
|
||||
MessageOutput: &adk.MessageVariant{
|
||||
Role: schema.Tool,
|
||||
ToolName: toolx.GraphHandoffConversation.Name,
|
||||
Message: &schema.Message{
|
||||
Content: "已为你转接人工客服，请稍候。，请稍候。",
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
gen.Close()
|
||||
|
||||
consumeAgentEvents(events, summary, nil, map[string]string{
|
||||
toolx.GraphHandoffConversation.Name: toolx.GraphHandoffConversation.Code,
|
||||
})
|
||||
|
||||
if summary.ReplyText != "" {
|
||||
t.Fatalf("unexpected reply text: %q", summary.ReplyText)
|
||||
}
|
||||
if summary.Status != "completed" {
|
||||
t.Fatalf("unexpected summary status: %q", summary.Status)
|
||||
}
|
||||
}
|
||||
|
||||
func TestConsumeAgentEventsUsesGraphToolResultReplyText(t *testing.T) {
|
||||
summary := &RunResult{
|
||||
Status: "started",
|
||||
InvokedToolCodes: make([]string, 0),
|
||||
}
|
||||
payload, err := json.Marshal(tooling.ToolResult{
|
||||
Handled: true,
|
||||
Terminal: true,
|
||||
Action: "off_hours_handoff",
|
||||
ReplyText: "当前暂不在人工客服服务时间内，你可以先继续描述问题。",
|
||||
ShouldRetry: false,
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("marshal graph tool result: %v", err)
|
||||
}
|
||||
events, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{
|
||||
Output: &adk.AgentOutput{
|
||||
MessageOutput: &adk.MessageVariant{
|
||||
Role: schema.Tool,
|
||||
ToolName: toolx.GraphHandoffConversation.Name,
|
||||
Message: &schema.Message{
|
||||
Content: string(payload),
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
gen.Send(&adk.AgentEvent{
|
||||
Output: &adk.AgentOutput{
|
||||
MessageOutput: &adk.MessageVariant{
|
||||
Role: schema.Assistant,
|
||||
Message: &schema.Message{
|
||||
Content: "我再试一次转人工。",
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
gen.Close()
|
||||
|
||||
consumeAgentEvents(events, summary, nil, map[string]string{
|
||||
toolx.GraphHandoffConversation.Name: toolx.GraphHandoffConversation.Code,
|
||||
})
|
||||
|
||||
if summary.ReplyText != "当前暂不在人工客服服务时间内，你可以先继续描述问题。" {
|
||||
t.Fatalf("unexpected reply text: %q", summary.ReplyText)
|
||||
}
|
||||
if summary.Status != "completed" {
|
||||
t.Fatalf("unexpected summary status: %q", summary.Status)
|
||||
}
|
||||
}
|
||||
|
||||
func TestConsumeAgentEventsSuppressesGraphToolResultWhenReplyAlreadySent(t *testing.T) {
|
||||
summary := &RunResult{
|
||||
Status: "started",
|
||||
InvokedToolCodes: make([]string, 0),
|
||||
}
|
||||
payload, err := json.Marshal(tooling.ToolResult{
|
||||
Handled: true,
|
||||
Terminal: true,
|
||||
Action: "off_hours_handoff",
|
||||
ReplyText: "当前暂不在人工客服服务时间内，你可以先继续描述问题。",
|
||||
ReplySent: true,
|
||||
ShouldRetry: false,
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("marshal graph tool result: %v", err)
|
||||
}
|
||||
events, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{
|
||||
Output: &adk.AgentOutput{
|
||||
MessageOutput: &adk.MessageVariant{
|
||||
Role: schema.Tool,
|
||||
ToolName: toolx.GraphHandoffConversation.Name,
|
||||
Message: &schema.Message{
|
||||
Content: string(payload),
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
gen.Send(&adk.AgentEvent{
|
||||
Output: &adk.AgentOutput{
|
||||
MessageOutput: &adk.MessageVariant{
|
||||
Role: schema.Assistant,
|
||||
Message: &schema.Message{
|
||||
Content: "我再试一次转人工。",
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
gen.Close()
|
||||
|
||||
consumeAgentEvents(events, summary, nil, map[string]string{
|
||||
toolx.GraphHandoffConversation.Name: toolx.GraphHandoffConversation.Code,
|
||||
})
|
||||
|
||||
if summary.ReplyText != "" {
|
||||
t.Fatalf("expected no committed reply because graph already sent it, got %q", summary.ReplyText)
|
||||
}
|
||||
if summary.Status != "completed" {
|
||||
t.Fatalf("unexpected summary status: %q", summary.Status)
|
||||
}
|
||||
}
|
||||
|
||||
func TestConsumeAgentEventsCompletesGraphToolWithNoVisibleReply(t *testing.T) {
|
||||
summary := &RunResult{
|
||||
Status: "started",
|
||||
InvokedToolCodes: make([]string, 0),
|
||||
}
|
||||
events, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{
|
||||
Output: &adk.AgentOutput{
|
||||
MessageOutput: &adk.MessageVariant{
|
||||
Role: schema.Tool,
|
||||
ToolName: toolx.GraphHandoffConversation.Name,
|
||||
Message: &schema.Message{
|
||||
Content: "",
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
gen.Close()
|
||||
|
||||
consumeAgentEvents(events, summary, nil, map[string]string{
|
||||
toolx.GraphHandoffConversation.Name: toolx.GraphHandoffConversation.Code,
|
||||
})
|
||||
|
||||
if summary.ReplyText != "" {
|
||||
t.Fatalf("expected no reply text, got %q", summary.ReplyText)
|
||||
}
|
||||
if summary.Status != "completed" {
|
||||
t.Fatalf("unexpected summary status: %q", summary.Status)
|
||||
}
|
||||
}
|
||||
@@ -1,28 +0,0 @@
|
||||
package executor
|
||||
|
||||
import "strings"
|
||||
|
||||
func appendIfMissing(items []string, item string) []string {
|
||||
item = strings.TrimSpace(item)
|
||||
if item == "" {
|
||||
return items
|
||||
}
|
||||
for _, existing := range items {
|
||||
if strings.TrimSpace(existing) == item {
|
||||
return items
|
||||
}
|
||||
}
|
||||
return append(items, item)
|
||||
}
|
||||
|
||||
func preview(text string, limit int) string {
|
||||
text = strings.TrimSpace(text)
|
||||
if text == "" || limit <= 0 {
|
||||
return ""
|
||||
}
|
||||
runes := []rune(text)
|
||||
if len(runes) <= limit {
|
||||
return string(runes)
|
||||
}
|
||||
return string(runes[:limit]) + "..."
|
||||
}
|
||||
@@ -1,124 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/runtime/internal/impl/retrievers"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
|
||||
"github.com/cloudwego/eino/schema"
|
||||
"github.com/mlogclub/simple/common/strs"
|
||||
)
|
||||
|
||||
type knowledgeGuardDecision struct {
|
||||
FallbackReply string
|
||||
Instructions []*schema.Message
|
||||
}
|
||||
|
||||
func buildKnowledgeUnavailableDecision(aiAgent models.AIAgent, knowledgeBaseIDs []int64) knowledgeGuardDecision {
|
||||
if len(knowledgeBaseIDs) == 0 {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
return knowledgeGuardDecision{FallbackReply: resolveKnowledgeFallbackReply(aiAgent)}
|
||||
}
|
||||
|
||||
func buildKnowledgeGuardDecision(aiAgent models.AIAgent, retrieveResult *retrievers.KnowledgeRetrieveResult) knowledgeGuardDecision {
|
||||
if retrieveResult == nil || len(retrieveResult.KnowledgeBaseIDs) == 0 {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
fallbackReply := resolveKnowledgeFallbackReply(aiAgent)
|
||||
if len(retrieveResult.Hits) == 0 || strings.TrimSpace(retrieveResult.ContextText) == "" {
|
||||
return knowledgeGuardDecision{FallbackReply: fallbackReply}
|
||||
}
|
||||
instruction := buildKnowledgeRuntimeInstruction(retrieveResult.AnswerMode, fallbackReply)
|
||||
if instruction == "" {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
return knowledgeGuardDecision{
|
||||
Instructions: []*schema.Message{schema.SystemMessage(instruction)},
|
||||
}
|
||||
}
|
||||
|
||||
func buildKnowledgeNoContextDecision(aiAgent models.AIAgent, knowledgeBaseIDs []int64) knowledgeGuardDecision {
|
||||
if len(knowledgeBaseIDs) == 0 {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
instruction := buildKnowledgeNoContextInstruction(resolveKnowledgeFallbackReply(aiAgent))
|
||||
if instruction == "" {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
return knowledgeGuardDecision{
|
||||
Instructions: []*schema.Message{schema.SystemMessage(instruction)},
|
||||
}
|
||||
}
|
||||
|
||||
func buildKnowledgeRetrievalErrorDecision(aiAgent models.AIAgent, knowledgeBaseIDs []int64) knowledgeGuardDecision {
|
||||
if len(knowledgeBaseIDs) == 0 {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
instruction := buildKnowledgeRetrievalErrorInstruction(resolveKnowledgeFallbackReply(aiAgent))
|
||||
if instruction == "" {
|
||||
return knowledgeGuardDecision{}
|
||||
}
|
||||
return knowledgeGuardDecision{
|
||||
Instructions: []*schema.Message{schema.SystemMessage(instruction)},
|
||||
}
|
||||
}
|
||||
|
||||
func resolveKnowledgeFallbackReply(aiAgent models.AIAgent) string {
|
||||
if reply := strings.TrimSpace(aiAgent.FallbackMessage); reply != "" {
|
||||
return reply
|
||||
}
|
||||
switch aiAgent.FallbackMode {
|
||||
case enums.AIAgentFallbackModeSuggestRetry:
|
||||
return "当前知识库里没有找到足够明确的信息，你可以换个更具体的问法再试一次。"
|
||||
default:
|
||||
return "当前知识库暂无明确信息。"
|
||||
}
|
||||
}
|
||||
|
||||
func resolveKnowledgeHumanSupportFallback(aiAgent models.AIAgent) string {
|
||||
base := strings.TrimSpace(resolveKnowledgeFallbackReply(aiAgent))
|
||||
if strs.IsBlank(base) {
|
||||
base = "当前知识库暂无明确信息。"
|
||||
}
|
||||
return base
|
||||
}
|
||||
|
||||
func buildKnowledgeRuntimeInstruction(answerMode enums.KnowledgeAnswerMode, fallbackReply string) string {
|
||||
fallbackReply = strings.TrimSpace(fallbackReply)
|
||||
if fallbackReply == "" {
|
||||
fallbackReply = "当前知识库暂无明确信息。"
|
||||
}
|
||||
if answerMode == enums.KnowledgeAnswerModeAssist {
|
||||
return "知识库回答约束：优先依据后续提供的知识片段回答，可以做轻度归纳，但不要编造片段中未提供的事实。回答中的具体事实、步骤、承诺、价格、时效、政策必须能被知识片段直接支持；若知识片段不足以直接支持答案，必须明确回复：" + fallbackReply
|
||||
}
|
||||
return "知识库回答约束：本轮只能依据后续提供的知识片段回答，不得使用模型常识补充未提供的事实，不得输出知识片段外的具体事实、步骤、承诺、建议、价格、时效或政策。若知识片段不足以支持回答，必须明确回复：" + fallbackReply
|
||||
}
|
||||
|
||||
func buildKnowledgeNoContextInstruction(fallbackReply string) string {
|
||||
fallbackReply = strings.TrimSpace(fallbackReply)
|
||||
if fallbackReply == "" {
|
||||
fallbackReply = "当前知识库暂无明确信息。"
|
||||
}
|
||||
return "知识库检索状态：当前没有从知识库检索到可用资料。\n" +
|
||||
"回复策略：\n" +
|
||||
"1. 如果用户只是寒暄、问候、感谢、确认或结束语，可以自然、简短地回复。\n" +
|
||||
"2. 如果用户表达不清楚或缺少上下文，应追问具体场景、对象、报错信息或操作步骤。\n" +
|
||||
"3. 如果用户询问业务事实、规则、价格、流程、配置、时效、承诺、售后、退款、权限或政策，不得编造答案，必须明确回复：" + fallbackReply + "\n" +
|
||||
"4. 不得输出知识库未提供的具体事实、流程、承诺、价格、时效或政策。"
|
||||
}
|
||||
|
||||
func buildKnowledgeRetrievalErrorInstruction(fallbackReply string) string {
|
||||
fallbackReply = strings.TrimSpace(fallbackReply)
|
||||
if fallbackReply == "" {
|
||||
fallbackReply = "当前知识库暂无明确信息。"
|
||||
}
|
||||
return "知识库检索状态：知识库检索暂时不可用，当前没有可用的知识库资料。\n" +
|
||||
"回复策略：\n" +
|
||||
"1. 如果用户只是寒暄、问候、感谢、确认或结束语，可以自然、简短地回复，不要使用知识库兜底话术。\n" +
|
||||
"2. 如果用户表达不清楚或缺少上下文，应追问具体场景、对象、报错信息或操作步骤。\n" +
|
||||
"3. 如果用户询问业务事实、规则、价格、流程、配置、时效、承诺、售后、退款、权限或政策，不得编造答案，必须明确回复：" + fallbackReply + "\n" +
|
||||
"4. 不得输出知识库未提供的具体事实、流程、承诺、价格、时效或政策。"
|
||||
}
|
||||
@@ -1,75 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"strings"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
func resolveCheckPointID(input string, runID string) string {
|
||||
checkPointID := strings.TrimSpace(input)
|
||||
if checkPointID != "" {
|
||||
return checkPointID
|
||||
}
|
||||
return "eino_cp_" + strings.TrimSpace(runID)
|
||||
}
|
||||
|
||||
func buildResumeDataMessage(resumeData map[string]string) *schema.Message {
|
||||
if len(resumeData) == 0 {
|
||||
return nil
|
||||
}
|
||||
data, err := json.Marshal(resumeData)
|
||||
if err != nil {
|
||||
return schema.UserMessage(fmt.Sprint(resumeData))
|
||||
}
|
||||
return schema.UserMessage(string(data))
|
||||
}
|
||||
|
||||
func buildResumeTargets(resumeData map[string]string) map[string]any {
|
||||
if len(resumeData) == 0 {
|
||||
return nil
|
||||
}
|
||||
targets := make(map[string]any, len(resumeData))
|
||||
for key, value := range resumeData {
|
||||
key = strings.TrimSpace(key)
|
||||
if key == "" {
|
||||
continue
|
||||
}
|
||||
targets[key] = value
|
||||
}
|
||||
if len(targets) == 0 {
|
||||
return nil
|
||||
}
|
||||
return targets
|
||||
}
|
||||
|
||||
func buildRunOptions(checkPointID string) []adk.AgentRunOption {
|
||||
options := make([]adk.AgentRunOption, 0, 1)
|
||||
if strings.TrimSpace(checkPointID) != "" {
|
||||
options = append(options, adk.WithCheckPointID(checkPointID))
|
||||
}
|
||||
return options
|
||||
}
|
||||
|
||||
func buildResumeOptions(checkPointID string, resumeData *schema.Message) []adk.AgentRunOption {
|
||||
options := make([]adk.AgentRunOption, 0, 1)
|
||||
if strings.TrimSpace(checkPointID) != "" {
|
||||
options = append(options, adk.WithCheckPointID(checkPointID))
|
||||
}
|
||||
_ = resumeData
|
||||
return options
|
||||
}
|
||||
|
||||
func previewInterruptInfo(info any) string {
|
||||
if info == nil {
|
||||
return ""
|
||||
}
|
||||
data, err := json.Marshal(info)
|
||||
if err != nil {
|
||||
return fmt.Sprint(info)
|
||||
}
|
||||
return string(data)
|
||||
}
|
||||
@@ -1,34 +0,0 @@
|
||||
package executor
|
||||
|
||||
import "testing"
|
||||
|
||||
func TestBuildResumeTargets(t *testing.T) {
|
||||
targets := buildResumeTargets(map[string]string{
|
||||
" interrupt-1 ": "确认",
|
||||
"": "ignored",
|
||||
" ": "ignored",
|
||||
"interrupt-2": "取消",
|
||||
})
|
||||
|
||||
if len(targets) != 2 {
|
||||
t.Fatalf("expected 2 resume targets, got %d", len(targets))
|
||||
}
|
||||
if got := targets["interrupt-1"]; got != "确认" {
|
||||
t.Fatalf("unexpected target data for interrupt-1: %#v", got)
|
||||
}
|
||||
if got := targets["interrupt-2"]; got != "取消" {
|
||||
t.Fatalf("unexpected target data for interrupt-2: %#v", got)
|
||||
}
|
||||
}
|
||||
|
||||
func TestBuildResumeTargetsEmpty(t *testing.T) {
|
||||
if got := buildResumeTargets(nil); got != nil {
|
||||
t.Fatalf("expected nil targets for nil input, got %#v", got)
|
||||
}
|
||||
if got := buildResumeTargets(map[string]string{
|
||||
"": "ignored",
|
||||
" ": "ignored",
|
||||
}); got != nil {
|
||||
t.Fatalf("expected nil targets for blank keys, got %#v", got)
|
||||
}
|
||||
}
|
||||
@@ -1,224 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/ai/runtime/internal/impl/factory"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/google/uuid"
|
||||
)
|
||||
|
||||
type Service struct {
|
||||
agentFactory *factory.AgentFactory
|
||||
runnerFactory *factory.RunnerFactory
|
||||
answerabilityGate *KnowledgeAnswerabilityGate
|
||||
}
|
||||
|
||||
func NewService() *Service {
|
||||
return &Service{
|
||||
agentFactory: factory.NewAgentFactory(),
|
||||
runnerFactory: factory.NewRunnerFactory(),
|
||||
answerabilityGate: NewKnowledgeAnswerabilityGate(),
|
||||
}
|
||||
}
|
||||
|
||||
func (s *Service) ExecuteRun(ctx context.Context, req RunInput) (*RunResult, error) {
|
||||
summary := &RunResult{
|
||||
RunID: uuid.NewString(),
|
||||
Status: "started",
|
||||
ToolCodes: make([]string, 0),
|
||||
InvokedToolCodes: make([]string, 0),
|
||||
}
|
||||
collector := callbacks.NewRuntimeTraceCollector()
|
||||
collector.Data.RunID = summary.RunID
|
||||
summary.ModelName = req.AIConfig.ModelName
|
||||
collector.Data.Model.Provider = string(req.AIConfig.Provider)
|
||||
collector.Data.Model.Name = req.AIConfig.ModelName
|
||||
|
||||
checkPointID := resolveCheckPointID(req.CheckPointID, summary.RunID)
|
||||
summary.CheckPointID = checkPointID
|
||||
messages := buildRunMessages(ctx, req, summary, collector, s.answerabilityGate)
|
||||
if strings.TrimSpace(summary.ReplyText) != "" {
|
||||
summary.Status = "completed"
|
||||
summary.ModelName = req.AIConfig.ModelName
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Output.ReplyText = summary.ReplyText
|
||||
collector.Data.Output.FinishReason = summary.Status
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, nil
|
||||
}
|
||||
|
||||
toolDefs, err := factory.NewToolFactory().BuildMCPTools(req.AIAgent)
|
||||
if err != nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = err.Error()
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = err.Error()
|
||||
collector.Data.Error.Stage = "prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, err
|
||||
}
|
||||
hasVisibleSkills := factory.HasVisibleSkills(req.AIAgent)
|
||||
tooling := prepareTooling(toolDefs, nil, req.ToolSet, hasVisibleSkills)
|
||||
summary.ToolCodes = append(summary.ToolCodes, tooling.toolCodes...)
|
||||
collector.Data.Input.ToolCodes = append(collector.Data.Input.ToolCodes, summary.ToolCodes...)
|
||||
collector.SetTooling(tooling.staticToolCodes, definitionToolCodes(tooling.definitions), len(tooling.definitions) > 0)
|
||||
|
||||
agent, err := s.agentFactory.BuildCustomerServiceAgent(ctx, factory.BuildCustomerServiceAgentInput{
|
||||
AIAgent: req.AIAgent,
|
||||
AIConfig: req.AIConfig,
|
||||
InstructionToolDefinitions: tooling.definitions,
|
||||
DynamicMCPToolDefinitions: tooling.definitions,
|
||||
StaticTools: tooling.staticTools,
|
||||
StaticToolCodes: tooling.staticToolCodeMap,
|
||||
StaticToolMetadata: tooling.staticToolMetadata,
|
||||
Collector: collector,
|
||||
})
|
||||
if err != nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = err.Error()
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = err.Error()
|
||||
collector.Data.Error.Stage = "prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, err
|
||||
}
|
||||
|
||||
runner := s.runnerFactory.Build(ctx, agent, false, true)
|
||||
if runner == nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = "failed to build runner"
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = summary.ErrorMessage
|
||||
collector.Data.Error.Stage = "prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, fmt.Errorf("%s", summary.ErrorMessage)
|
||||
}
|
||||
collector.Data.Interrupt.CheckPointID = checkPointID
|
||||
consumeAgentEvents(runner.Run(ctx, messages, buildRunOptions(checkPointID)...), summary, collector, tooling.toolDefsByModelName)
|
||||
summary.ModelName = req.AIConfig.ModelName
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Output.ReplyText = summary.ReplyText
|
||||
collector.Data.Output.FinishReason = summary.Status
|
||||
syncSkillSummaryFromCollector(summary, collector)
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, nil
|
||||
}
|
||||
|
||||
func (s *Service) ExecuteResume(ctx context.Context, req ResumeInput) (*RunResult, error) {
|
||||
summary := &RunResult{
|
||||
RunID: uuid.NewString(),
|
||||
Status: "started",
|
||||
CheckPointID: strings.TrimSpace(req.CheckPointID),
|
||||
ToolCodes: make([]string, 0),
|
||||
InvokedToolCodes: make([]string, 0),
|
||||
Interrupts: make([]InterruptContextSummary, 0),
|
||||
}
|
||||
collector := callbacks.NewRuntimeTraceCollector()
|
||||
collector.Data.RunID = summary.RunID
|
||||
collector.Data.Interrupt.CheckPointID = summary.CheckPointID
|
||||
if summary.CheckPointID == "" {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = "checkpoint id is required"
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = summary.ErrorMessage
|
||||
collector.Data.Error.Stage = "resume_prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, fmt.Errorf("%s", summary.ErrorMessage)
|
||||
}
|
||||
toolDefs, err := factory.NewToolFactory().BuildMCPTools(req.AIAgent)
|
||||
if err != nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = err.Error()
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = err.Error()
|
||||
collector.Data.Error.Stage = "resume_prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, err
|
||||
}
|
||||
hasVisibleSkills := factory.HasVisibleSkills(req.AIAgent)
|
||||
tooling := prepareTooling(toolDefs, nil, req.ToolSet, hasVisibleSkills)
|
||||
summary.ToolCodes = append(summary.ToolCodes, tooling.toolCodes...)
|
||||
collector.Data.Input.ToolCodes = append(collector.Data.Input.ToolCodes, summary.ToolCodes...)
|
||||
collector.SetTooling(tooling.staticToolCodes, definitionToolCodes(tooling.definitions), len(tooling.definitions) > 0)
|
||||
collector.Data.Model.Provider = string(req.AIConfig.Provider)
|
||||
collector.Data.Model.Name = req.AIConfig.ModelName
|
||||
|
||||
agent, err := s.agentFactory.BuildCustomerServiceAgent(ctx, factory.BuildCustomerServiceAgentInput{
|
||||
AIAgent: req.AIAgent,
|
||||
AIConfig: req.AIConfig,
|
||||
InstructionToolDefinitions: tooling.definitions,
|
||||
DynamicMCPToolDefinitions: tooling.definitions,
|
||||
StaticTools: tooling.staticTools,
|
||||
StaticToolCodes: tooling.staticToolCodeMap,
|
||||
StaticToolMetadata: tooling.staticToolMetadata,
|
||||
Collector: collector,
|
||||
})
|
||||
if err != nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = err.Error()
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = err.Error()
|
||||
collector.Data.Error.Stage = "resume_prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, err
|
||||
}
|
||||
runner := s.runnerFactory.Build(ctx, agent, false, true)
|
||||
if runner == nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = "failed to build runner"
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = summary.ErrorMessage
|
||||
collector.Data.Error.Stage = "resume_prepare"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, fmt.Errorf("%s", summary.ErrorMessage)
|
||||
}
|
||||
resumeData := buildResumeDataMessage(req.ResumeData)
|
||||
resumeTargets := buildResumeTargets(req.ResumeData)
|
||||
var (
|
||||
iter *adk.AsyncIterator[*adk.AgentEvent]
|
||||
)
|
||||
if len(resumeTargets) > 0 {
|
||||
iter, err = runner.ResumeWithParams(ctx, summary.CheckPointID, &adk.ResumeParams{
|
||||
Targets: resumeTargets,
|
||||
}, buildResumeOptions(summary.CheckPointID, resumeData)...)
|
||||
} else {
|
||||
iter, err = runner.Resume(ctx, summary.CheckPointID, buildResumeOptions(summary.CheckPointID, resumeData)...)
|
||||
}
|
||||
if err != nil {
|
||||
summary.Status = "error"
|
||||
summary.ErrorMessage = err.Error()
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Error.Message = err.Error()
|
||||
collector.Data.Error.Stage = "resume_execute"
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, err
|
||||
}
|
||||
consumeAgentEvents(iter, summary, collector, tooling.toolDefsByModelName)
|
||||
summary.ModelName = req.AIConfig.ModelName
|
||||
collector.Data.Status = summary.Status
|
||||
collector.Data.Output.ReplyText = summary.ReplyText
|
||||
collector.Data.Output.FinishReason = summary.Status
|
||||
syncSkillSummaryFromCollector(summary, collector)
|
||||
summary.TraceData = collector.Marshal()
|
||||
return summary, nil
|
||||
}
|
||||
|
||||
func syncSkillSummaryFromCollector(summary *RunResult, collector *callbacks.RuntimeTraceCollector) {
|
||||
if summary == nil || collector == nil {
|
||||
return
|
||||
}
|
||||
trace := collector.Data.Skill
|
||||
summary.SelectedSkillID = trace.ID
|
||||
summary.SelectedSkillName = strings.TrimSpace(trace.Name)
|
||||
summary.SkillRouteReason = strings.TrimSpace(trace.RouteReason)
|
||||
summary.SkillRouteTrace = strings.TrimSpace(trace.RouteTrace)
|
||||
summary.SkillAllowedToolCodes = append([]string(nil), trace.AllowedToolCodes...)
|
||||
if len(trace.FilteredToolCodes) > 0 {
|
||||
summary.ToolCodes = append([]string(nil), trace.FilteredToolCodes...)
|
||||
}
|
||||
}
|
||||
@@ -1,185 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"encoding/json"
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/runtime/registry"
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
einotool "github.com/cloudwego/eino/components/tool"
|
||||
)
|
||||
|
||||
type preparedTooling struct {
|
||||
definitions []runtimetooling.MCPToolDefinition
|
||||
toolCodes []string
|
||||
toolDefsByModelName map[string]string
|
||||
staticToolCodes []string
|
||||
staticTools []einotool.BaseTool
|
||||
staticToolCodeMap map[string]string
|
||||
staticToolMetadata map[string]registry.ToolMetadata
|
||||
}
|
||||
|
||||
func prepareTooling(defs []runtimetooling.MCPToolDefinition, selectedSkill *models.SkillDefinition, toolSet *registry.ToolSet, includeSkillTool bool) preparedTooling {
|
||||
filteredDefs := filterToolDefinitionsBySkill(defs, selectedSkill)
|
||||
ret := preparedTooling{
|
||||
definitions: filteredDefs,
|
||||
toolCodes: make([]string, 0, len(filteredDefs)+2),
|
||||
toolDefsByModelName: make(map[string]string, len(filteredDefs)),
|
||||
staticToolCodes: staticToolCodeList(toolSet),
|
||||
staticTools: toolSetStaticTools(toolSet),
|
||||
staticToolCodeMap: toolSetStaticToolCodes(toolSet),
|
||||
staticToolMetadata: toolSetStaticToolMetadata(toolSet),
|
||||
}
|
||||
for _, item := range filteredDefs {
|
||||
toolCode := strings.TrimSpace(item.ToolCode)
|
||||
modelName := strings.TrimSpace(item.ModelName)
|
||||
if toolCode == "" || modelName == "" {
|
||||
continue
|
||||
}
|
||||
ret.toolCodes = appendIfMissing(ret.toolCodes, toolCode)
|
||||
ret.toolDefsByModelName[modelName] = toolCode
|
||||
}
|
||||
if len(filteredDefs) > 0 {
|
||||
ret.toolCodes = appendIfMissing(ret.toolCodes, toolx.BuiltinToolSearch.Code)
|
||||
ret.toolDefsByModelName[toolx.BuiltinToolSearch.Name] = toolx.BuiltinToolSearch.Code
|
||||
}
|
||||
if includeSkillTool {
|
||||
ret.toolCodes = appendIfMissing(ret.toolCodes, toolx.BuiltinSkill.Code)
|
||||
ret.toolDefsByModelName[toolx.BuiltinSkill.Name] = toolx.BuiltinSkill.Code
|
||||
}
|
||||
for modelName, toolCode := range ret.staticToolCodeMap {
|
||||
modelName = strings.TrimSpace(modelName)
|
||||
toolCode = strings.TrimSpace(toolCode)
|
||||
if modelName == "" || toolCode == "" {
|
||||
continue
|
||||
}
|
||||
ret.toolCodes = appendIfMissing(ret.toolCodes, toolCode)
|
||||
ret.toolDefsByModelName[modelName] = toolCode
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func toolSetStaticTools(toolSet *registry.ToolSet) []einotool.BaseTool {
|
||||
if toolSet == nil {
|
||||
return nil
|
||||
}
|
||||
return append([]einotool.BaseTool(nil), toolSet.StaticTools...)
|
||||
}
|
||||
|
||||
func toolSetStaticToolCodes(toolSet *registry.ToolSet) map[string]string {
|
||||
if toolSet == nil || len(toolSet.StaticToolCodes) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]string, len(toolSet.StaticToolCodes))
|
||||
for name, code := range toolSet.StaticToolCodes {
|
||||
ret[strings.TrimSpace(name)] = strings.TrimSpace(code)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func toolSetStaticToolMetadata(toolSet *registry.ToolSet) map[string]registry.ToolMetadata {
|
||||
if toolSet == nil || len(toolSet.StaticToolMetadata) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]registry.ToolMetadata, len(toolSet.StaticToolMetadata))
|
||||
for name, item := range toolSet.StaticToolMetadata {
|
||||
trimmedName := strings.TrimSpace(name)
|
||||
if trimmedName == "" {
|
||||
continue
|
||||
}
|
||||
item.ToolCode = strings.TrimSpace(item.ToolCode)
|
||||
item.ServerCode = strings.TrimSpace(item.ServerCode)
|
||||
item.ToolName = strings.TrimSpace(item.ToolName)
|
||||
ret[trimmedName] = item
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func staticToolCodeList(toolSet *registry.ToolSet) []string {
|
||||
if toolSet == nil {
|
||||
return nil
|
||||
}
|
||||
metadata := toolSetStaticToolMetadata(toolSet)
|
||||
ret := make([]string, 0, len(metadata))
|
||||
for _, item := range metadata {
|
||||
code := strings.TrimSpace(item.ToolCode)
|
||||
if code == "" {
|
||||
continue
|
||||
}
|
||||
ret = appendIfMissing(ret, code)
|
||||
}
|
||||
if len(ret) > 0 {
|
||||
return ret
|
||||
}
|
||||
for _, code := range toolSetStaticToolCodes(toolSet) {
|
||||
code = strings.TrimSpace(code)
|
||||
if code == "" {
|
||||
continue
|
||||
}
|
||||
ret = appendIfMissing(ret, code)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func definitionToolCodes(defs []runtimetooling.MCPToolDefinition) []string {
|
||||
ret := make([]string, 0, len(defs))
|
||||
for _, item := range defs {
|
||||
code := strings.TrimSpace(item.ToolCode)
|
||||
if code == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, code)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func filterToolDefinitionsBySkill(defs []runtimetooling.MCPToolDefinition, skill *models.SkillDefinition) []runtimetooling.MCPToolDefinition {
|
||||
if skill == nil || strings.TrimSpace(skill.ToolWhitelist) == "" {
|
||||
return defs
|
||||
}
|
||||
var allowed []string
|
||||
if err := json.Unmarshal([]byte(skill.ToolWhitelist), &allowed); err != nil {
|
||||
return defs
|
||||
}
|
||||
allowedSet := make(map[string]struct{}, len(allowed))
|
||||
for _, item := range allowed {
|
||||
item = toolx.NormalizeToolCodeAlias(item)
|
||||
if strings.TrimSpace(item) == "" {
|
||||
continue
|
||||
}
|
||||
allowedSet[strings.TrimSpace(item)] = struct{}{}
|
||||
}
|
||||
if len(allowedSet) == 0 {
|
||||
return defs
|
||||
}
|
||||
ret := make([]runtimetooling.MCPToolDefinition, 0, len(defs))
|
||||
for _, item := range defs {
|
||||
if _, ok := allowedSet[strings.TrimSpace(item.ToolCode)]; ok {
|
||||
ret = append(ret, item)
|
||||
}
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func parseJSONArrayList(raw string) []string {
|
||||
raw = strings.TrimSpace(raw)
|
||||
if raw == "" {
|
||||
return nil
|
||||
}
|
||||
var items []string
|
||||
if err := json.Unmarshal([]byte(raw), &items); err != nil {
|
||||
return nil
|
||||
}
|
||||
ret := make([]string, 0, len(items))
|
||||
for _, item := range items {
|
||||
item = strings.TrimSpace(item)
|
||||
if item == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, item)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,54 +0,0 @@
|
||||
package executor
|
||||
|
||||
import (
|
||||
"agent-desk/internal/ai/runtime/registry"
|
||||
"agent-desk/internal/models"
|
||||
)
|
||||
|
||||
type RunInput struct {
|
||||
Conversation models.Conversation
|
||||
UserMessage models.Message
|
||||
AIAgent models.AIAgent
|
||||
AIConfig models.AIConfig
|
||||
CheckPointID string
|
||||
ToolSet *registry.ToolSet
|
||||
}
|
||||
|
||||
type ResumeInput struct {
|
||||
Conversation models.Conversation
|
||||
AIAgent models.AIAgent
|
||||
AIConfig models.AIConfig
|
||||
CheckPointID string
|
||||
ResumeData map[string]string
|
||||
ToolSet *registry.ToolSet
|
||||
}
|
||||
|
||||
type InterruptContextSummary struct {
|
||||
Type string `json:"type,omitempty"`
|
||||
ID string `json:"id"`
|
||||
InfoPreview string `json:"infoPreview,omitempty"`
|
||||
}
|
||||
|
||||
type RunResult struct {
|
||||
RunID string
|
||||
Status string
|
||||
ReplyText string
|
||||
SelectedSkillID int64
|
||||
SelectedSkillName string
|
||||
SkillRouteReason string
|
||||
SkillRouteTrace string
|
||||
SkillAllowedToolCodes []string
|
||||
ModelName string
|
||||
PromptTokens int
|
||||
CompletionTokens int
|
||||
HistoryMessageCount int
|
||||
RetrieverCount int
|
||||
ToolCallCount int
|
||||
ToolCodes []string
|
||||
InvokedToolCodes []string
|
||||
CheckPointID string
|
||||
Interrupted bool
|
||||
Interrupts []InterruptContextSummary
|
||||
TraceData string
|
||||
ErrorMessage string
|
||||
}
|
||||
@@ -1,26 +0,0 @@
|
||||
package adapter
|
||||
|
||||
import "agent-desk/internal/models"
|
||||
|
||||
type AIConfigSnapshot struct {
|
||||
ID int64
|
||||
Provider string
|
||||
ModelName string
|
||||
BaseURL string
|
||||
MaxOutputTokens int
|
||||
TimeoutMS int
|
||||
}
|
||||
|
||||
func BuildAIConfigSnapshot(item *models.AIConfig) *AIConfigSnapshot {
|
||||
if item == nil {
|
||||
return nil
|
||||
}
|
||||
return &AIConfigSnapshot{
|
||||
ID: item.ID,
|
||||
Provider: string(item.Provider),
|
||||
ModelName: item.ModelName,
|
||||
BaseURL: item.BaseURL,
|
||||
MaxOutputTokens: item.MaxOutputTokens,
|
||||
TimeoutMS: item.TimeoutMS,
|
||||
}
|
||||
}
|
||||
@@ -1,22 +0,0 @@
|
||||
package adapter
|
||||
|
||||
import "agent-desk/internal/models"
|
||||
|
||||
type ConversationSnapshot struct {
|
||||
ID int64
|
||||
AIAgentID int64
|
||||
LastMessageID int64
|
||||
CurrentAssigneeID int64
|
||||
}
|
||||
|
||||
func BuildConversationSnapshot(item *models.Conversation) *ConversationSnapshot {
|
||||
if item == nil {
|
||||
return nil
|
||||
}
|
||||
return &ConversationSnapshot{
|
||||
ID: item.ID,
|
||||
AIAgentID: item.AIAgentID,
|
||||
LastMessageID: item.LastMessageID,
|
||||
CurrentAssigneeID: item.CurrentAssigneeID,
|
||||
}
|
||||
}
|
||||
@@ -1,134 +0,0 @@
|
||||
package adapter
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/mcps"
|
||||
"agent-desk/internal/ai/runtime/tooling"
|
||||
|
||||
"github.com/eino-contrib/jsonschema"
|
||||
|
||||
"github.com/cloudwego/eino/components/tool"
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
type MCPTool struct {
|
||||
definition tooling.MCPToolDefinition
|
||||
info *schema.ToolInfo
|
||||
}
|
||||
|
||||
func NewMCPTool(definition tooling.MCPToolDefinition, metadata *mcps.ToolInfo) *MCPTool {
|
||||
return &MCPTool{
|
||||
definition: definition,
|
||||
info: buildToolInfo(definition, metadata),
|
||||
}
|
||||
}
|
||||
|
||||
var _ tool.InvokableTool = (*MCPTool)(nil)
|
||||
|
||||
func (t *MCPTool) Info(ctx context.Context) (*schema.ToolInfo, error) {
|
||||
if t == nil || t.info == nil {
|
||||
return nil, nil
|
||||
}
|
||||
return t.info, nil
|
||||
}
|
||||
|
||||
func (t *MCPTool) InvokableRun(ctx context.Context, argumentsInJSON string, opts ...tool.Option) (string, error) {
|
||||
if t == nil {
|
||||
return "", fmt.Errorf("mcp tool is nil")
|
||||
}
|
||||
arguments, err := parseArguments(argumentsInJSON)
|
||||
if err != nil {
|
||||
return "", err
|
||||
}
|
||||
arguments = mergeFixedArguments(arguments, t.definition.FixedArgs)
|
||||
result, err := mcps.Runtime.CallTool(ctx, t.definition.ServerCode, t.definition.ToolName, arguments)
|
||||
if err != nil {
|
||||
return "", err
|
||||
}
|
||||
return BuildReducedToolResultSummary(result), nil
|
||||
}
|
||||
|
||||
func buildToolInfo(definition tooling.MCPToolDefinition, metadata *mcps.ToolInfo) *schema.ToolInfo {
|
||||
desc := strings.TrimSpace(definition.Description)
|
||||
if desc == "" && metadata != nil {
|
||||
desc = strings.TrimSpace(metadata.Description)
|
||||
}
|
||||
title := strings.TrimSpace(definition.Title)
|
||||
if title == "" && metadata != nil {
|
||||
title = strings.TrimSpace(metadata.Title)
|
||||
}
|
||||
if title != "" && desc != "" {
|
||||
desc = title + "\n\n" + desc
|
||||
} else if title != "" {
|
||||
desc = title
|
||||
}
|
||||
if desc == "" {
|
||||
desc = "Call MCP tool " + strings.TrimSpace(definition.ToolCode)
|
||||
}
|
||||
info := &schema.ToolInfo{
|
||||
Name: tooling.BuildModelToolName(definition),
|
||||
Desc: desc,
|
||||
Extra: map[string]any{
|
||||
"toolCode": definition.ToolCode,
|
||||
"serverCode": definition.ServerCode,
|
||||
"toolName": definition.ToolName,
|
||||
},
|
||||
}
|
||||
if js := buildParamsSchema(metadata); js != nil {
|
||||
info.ParamsOneOf = schema.NewParamsOneOfByJSONSchema(js)
|
||||
}
|
||||
return info
|
||||
}
|
||||
|
||||
func buildParamsSchema(metadata *mcps.ToolInfo) *jsonschema.Schema {
|
||||
if metadata == nil || metadata.InputSchema == nil {
|
||||
return genericObjectSchema()
|
||||
}
|
||||
raw, err := json.Marshal(metadata.InputSchema)
|
||||
if err != nil || len(raw) == 0 {
|
||||
return genericObjectSchema()
|
||||
}
|
||||
js := &jsonschema.Schema{}
|
||||
if err := json.Unmarshal(raw, js); err != nil {
|
||||
return genericObjectSchema()
|
||||
}
|
||||
return js
|
||||
}
|
||||
|
||||
func genericObjectSchema() *jsonschema.Schema {
|
||||
return &jsonschema.Schema{
|
||||
Version: jsonschema.Version,
|
||||
Type: "object",
|
||||
AdditionalProperties: &jsonschema.Schema{},
|
||||
}
|
||||
}
|
||||
|
||||
func parseArguments(argumentsInJSON string) (map[string]any, error) {
|
||||
argumentsInJSON = strings.TrimSpace(argumentsInJSON)
|
||||
if argumentsInJSON == "" {
|
||||
return map[string]any{}, nil
|
||||
}
|
||||
args := make(map[string]any)
|
||||
if err := json.Unmarshal([]byte(argumentsInJSON), &args); err != nil {
|
||||
return nil, fmt.Errorf("invalid tool arguments: %w", err)
|
||||
}
|
||||
return args, nil
|
||||
}
|
||||
|
||||
func mergeFixedArguments(arguments map[string]any, fixedArgs map[string]string) map[string]any {
|
||||
if len(arguments) == 0 && len(fixedArgs) == 0 {
|
||||
return map[string]any{}
|
||||
}
|
||||
ret := make(map[string]any, len(arguments)+len(fixedArgs))
|
||||
for key, value := range arguments {
|
||||
ret[key] = value
|
||||
}
|
||||
for key, value := range fixedArgs {
|
||||
ret[key] = strings.TrimSpace(value)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,68 +0,0 @@
|
||||
package adapter
|
||||
|
||||
import (
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/utils"
|
||||
"agent-desk/internal/repositories"
|
||||
|
||||
"github.com/cloudwego/eino/schema"
|
||||
"github.com/mlogclub/simple/sqls"
|
||||
)
|
||||
|
||||
const defaultHistoryLimit = 12
|
||||
|
||||
type HistoryBuildResult struct {
|
||||
Messages []*schema.Message
|
||||
RawItems []models.Message
|
||||
}
|
||||
|
||||
func BuildHistoryMessages(conversationID int64, currentMessageID int64, limit int) HistoryBuildResult {
|
||||
if conversationID <= 0 {
|
||||
return HistoryBuildResult{}
|
||||
}
|
||||
if limit <= 0 {
|
||||
limit = defaultHistoryLimit
|
||||
}
|
||||
items := repositories.MessageRepository.Find(sqls.DB(), sqls.NewCnd().
|
||||
Eq("conversation_id", conversationID).
|
||||
Desc("id").
|
||||
Limit(limit+1))
|
||||
for i, j := 0, len(items)-1; i < j; i, j = i+1, j-1 {
|
||||
items[i], items[j] = items[j], items[i]
|
||||
}
|
||||
ret := HistoryBuildResult{
|
||||
Messages: make([]*schema.Message, 0, len(items)),
|
||||
RawItems: make([]models.Message, 0, len(items)),
|
||||
}
|
||||
for _, item := range items {
|
||||
if item.ID == currentMessageID {
|
||||
continue
|
||||
}
|
||||
msg := BuildSchemaMessage(&item)
|
||||
if msg == nil {
|
||||
continue
|
||||
}
|
||||
ret.RawItems = append(ret.RawItems, item)
|
||||
ret.Messages = append(ret.Messages, msg)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func BuildSchemaMessage(item *models.Message) *schema.Message {
|
||||
if item == nil {
|
||||
return nil
|
||||
}
|
||||
content := utils.BuildRuntimeMessageText(item.MessageType, item.Content)
|
||||
if content == "" {
|
||||
return nil
|
||||
}
|
||||
switch item.SenderType {
|
||||
case enums.IMSenderTypeCustomer:
|
||||
return schema.UserMessage(content)
|
||||
case enums.IMSenderTypeAI, enums.IMSenderTypeAgent:
|
||||
return schema.AssistantMessage(content, nil)
|
||||
default:
|
||||
return nil
|
||||
}
|
||||
}
|
||||
@@ -1,55 +0,0 @@
|
||||
package agents
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
)
|
||||
|
||||
type CustomerServiceAgent struct {
|
||||
Inner adk.Agent
|
||||
}
|
||||
|
||||
var _ adk.ResumableAgent = (*CustomerServiceAgent)(nil)
|
||||
|
||||
func (a *CustomerServiceAgent) Name(ctx context.Context) string {
|
||||
if a == nil || a.Inner == nil {
|
||||
return "customer_service_agent"
|
||||
}
|
||||
return a.Inner.Name(ctx)
|
||||
}
|
||||
|
||||
func (a *CustomerServiceAgent) Description(ctx context.Context) string {
|
||||
if a == nil || a.Inner == nil {
|
||||
return "customer service chat agent"
|
||||
}
|
||||
return a.Inner.Description(ctx)
|
||||
}
|
||||
|
||||
func (a *CustomerServiceAgent) Run(ctx context.Context, input *adk.AgentInput, options ...adk.AgentRunOption) *adk.AsyncIterator[*adk.AgentEvent] {
|
||||
if a == nil || a.Inner == nil {
|
||||
iter, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{Err: context.Canceled})
|
||||
gen.Close()
|
||||
return iter
|
||||
}
|
||||
return a.Inner.Run(ctx, input, options...)
|
||||
}
|
||||
|
||||
func (a *CustomerServiceAgent) Resume(ctx context.Context, info *adk.ResumeInfo, options ...adk.AgentRunOption) *adk.AsyncIterator[*adk.AgentEvent] {
|
||||
if a == nil || a.Inner == nil {
|
||||
iter, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{Err: fmt.Errorf("customer service agent is not initialized")})
|
||||
gen.Close()
|
||||
return iter
|
||||
}
|
||||
ra, ok := a.Inner.(adk.ResumableAgent)
|
||||
if !ok {
|
||||
iter, gen := adk.NewAsyncIteratorPair[*adk.AgentEvent]()
|
||||
gen.Send(&adk.AgentEvent{Err: fmt.Errorf("inner agent %q does not implement resumable agent", a.Inner.Name(ctx))})
|
||||
gen.Close()
|
||||
return iter
|
||||
}
|
||||
return ra.Resume(ctx, info, options...)
|
||||
}
|
||||
@@ -1,324 +0,0 @@
|
||||
package callbacks
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"strconv"
|
||||
"strings"
|
||||
"time"
|
||||
|
||||
impladapter "agent-desk/internal/ai/runtime/internal/impl/adapter"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
einotool "github.com/cloudwego/eino/components/tool"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
)
|
||||
|
||||
type ToolMetadata struct {
|
||||
ToolCode string
|
||||
ServerCode string
|
||||
ToolName string
|
||||
SourceType enums.ToolSourceType
|
||||
}
|
||||
|
||||
type RuntimeTraceHandler struct {
|
||||
*adk.BaseChatModelAgentMiddleware
|
||||
collector *RuntimeTraceCollector
|
||||
toolMetadataBy map[string]ToolMetadata
|
||||
skillMetadataBy map[string]SkillMetadata
|
||||
}
|
||||
|
||||
type graphAnalyzeConversationResult struct {
|
||||
RecommendedNextAction string `json:"recommendedNextAction"`
|
||||
RiskLevel string `json:"riskLevel"`
|
||||
}
|
||||
|
||||
type graphTriageAnalysisResult struct {
|
||||
RiskLevel string `json:"riskLevel"`
|
||||
}
|
||||
|
||||
type graphTriageTicketDraftResult struct {
|
||||
Ready bool `json:"ready"`
|
||||
}
|
||||
|
||||
type graphTriageServiceRequestResult struct {
|
||||
RecommendedAction string `json:"recommendedAction"`
|
||||
Analysis graphTriageAnalysisResult `json:"analysis"`
|
||||
TicketDraft *graphTriageTicketDraftResult `json:"ticketDraft"`
|
||||
}
|
||||
|
||||
type toolSearchArguments struct {
|
||||
Query string `json:"query"`
|
||||
RegexPattern string `json:"regex_pattern"`
|
||||
ToolCode string `json:"toolCode"`
|
||||
}
|
||||
|
||||
type toolSearchCandidateResult struct {
|
||||
ToolCode string `json:"toolCode"`
|
||||
}
|
||||
|
||||
type toolSearchInvokeResult struct {
|
||||
SelectedTools []string `json:"selectedTools"`
|
||||
}
|
||||
|
||||
type toolSearchSearchResult struct {
|
||||
Candidates []toolSearchCandidateResult `json:"candidates"`
|
||||
}
|
||||
|
||||
func NewRuntimeTraceHandler(collector *RuntimeTraceCollector, toolMetadataBy map[string]ToolMetadata, skillMetadataBy map[string]SkillMetadata) *RuntimeTraceHandler {
|
||||
return &RuntimeTraceHandler{
|
||||
BaseChatModelAgentMiddleware: &adk.BaseChatModelAgentMiddleware{},
|
||||
collector: collector,
|
||||
toolMetadataBy: toolMetadataBy,
|
||||
skillMetadataBy: skillMetadataBy,
|
||||
}
|
||||
}
|
||||
|
||||
func (h *RuntimeTraceHandler) WrapInvokableToolCall(_ context.Context, endpoint adk.InvokableToolCallEndpoint, tCtx *adk.ToolContext) (adk.InvokableToolCallEndpoint, error) {
|
||||
return func(ctx context.Context, argumentsInJSON string, opts ...einotool.Option) (string, error) {
|
||||
startedAt := time.Now()
|
||||
result, err := endpoint(ctx, argumentsInJSON, opts...)
|
||||
item := ToolTraceItem{
|
||||
ResultPreview: previewToolText(result, 300),
|
||||
LatencyMs: time.Since(startedAt).Milliseconds(),
|
||||
Status: "ok",
|
||||
}
|
||||
reductionInfo := impladapter.ParseReductionInfo(result)
|
||||
item.ResultReduced = reductionInfo.Reduced
|
||||
item.OriginalChars = reductionInfo.OriginalChars
|
||||
item.KeptChars = reductionInfo.KeptChars
|
||||
if tCtx != nil {
|
||||
item.ToolName = strings.TrimSpace(tCtx.Name)
|
||||
if metadata, ok := h.toolMetadataBy[item.ToolName]; ok {
|
||||
item.ToolCode = metadata.ToolCode
|
||||
item.ServerCode = metadata.ServerCode
|
||||
item.ToolName = metadata.ToolName
|
||||
}
|
||||
}
|
||||
if arguments := parseToolArguments(argumentsInJSON); len(arguments) > 0 {
|
||||
item.Arguments = arguments
|
||||
}
|
||||
if err != nil {
|
||||
item.Status = "error"
|
||||
item.ErrorMessage = err.Error()
|
||||
}
|
||||
h.collector.AddToolItem(item)
|
||||
if metadata, ok := h.resolveToolMetadata(item.ToolName); ok && metadata.SourceType == enums.ToolSourceTypeGraph {
|
||||
recommendedAction, riskLevel, ticketDraftReady := parseGraphToolOutcome(item.ToolCode, result)
|
||||
h.collector.AddGraphToolItem(GraphToolTraceItem{
|
||||
ToolCode: item.ToolCode,
|
||||
ToolName: item.ToolName,
|
||||
Arguments: item.Arguments,
|
||||
ResultPreview: item.ResultPreview,
|
||||
ResultReduced: item.ResultReduced,
|
||||
OriginalChars: item.OriginalChars,
|
||||
KeptChars: item.KeptChars,
|
||||
LatencyMs: item.LatencyMs,
|
||||
Status: item.Status,
|
||||
ErrorMessage: item.ErrorMessage,
|
||||
RecommendedAction: recommendedAction,
|
||||
RiskLevel: riskLevel,
|
||||
TicketDraftReady: ticketDraftReady,
|
||||
})
|
||||
}
|
||||
if metadata, ok := h.resolveToolMetadata(item.ToolName); ok && strings.TrimSpace(metadata.ToolCode) == toolx.BuiltinToolSearch.Code {
|
||||
h.collector.AddToolSearchItem(h.buildToolSearchTraceItem(argumentsInJSON, result, err))
|
||||
}
|
||||
if metadata, ok := h.resolveToolMetadata(item.ToolName); ok && strings.TrimSpace(metadata.ToolCode) == toolx.BuiltinSkill.Code {
|
||||
h.tryActivateSkill(argumentsInJSON)
|
||||
}
|
||||
return result, err
|
||||
}, nil
|
||||
}
|
||||
|
||||
func (h *RuntimeTraceHandler) tryActivateSkill(argumentsInJSON string) {
|
||||
if h == nil || h.collector == nil {
|
||||
return
|
||||
}
|
||||
var args struct {
|
||||
Skill string `json:"skill"`
|
||||
}
|
||||
if err := json.Unmarshal([]byte(strings.TrimSpace(argumentsInJSON)), &args); err != nil {
|
||||
return
|
||||
}
|
||||
skillKey := strings.TrimSpace(args.Skill)
|
||||
if skillKey == "" {
|
||||
return
|
||||
}
|
||||
meta, ok := h.skillMetadataBy[skillKey]
|
||||
if !ok {
|
||||
if id, err := strconv.ParseInt(skillKey, 10, 64); err == nil {
|
||||
meta = SkillMetadata{ID: id}
|
||||
}
|
||||
}
|
||||
buf, err := json.Marshal(map[string]any{
|
||||
"source": "eino_skill_tool",
|
||||
"skillId": skillKey,
|
||||
})
|
||||
routeTrace := ""
|
||||
if err == nil {
|
||||
routeTrace = string(buf)
|
||||
}
|
||||
h.collector.ActivateSkill(meta, "eino_skill_tool", routeTrace)
|
||||
}
|
||||
|
||||
func parseGraphToolOutcome(toolCode string, result string) (recommendedAction, riskLevel string, ticketDraftReady bool) {
|
||||
toolCode = strings.TrimSpace(toolCode)
|
||||
if toolCode == "" || strings.TrimSpace(result) == "" {
|
||||
return "", "", false
|
||||
}
|
||||
switch toolCode {
|
||||
case toolx.GraphAnalyzeConversation.Code:
|
||||
var payload graphAnalyzeConversationResult
|
||||
if err := json.Unmarshal([]byte(strings.TrimSpace(result)), &payload); err != nil {
|
||||
return "", "", false
|
||||
}
|
||||
return strings.TrimSpace(payload.RecommendedNextAction), strings.TrimSpace(payload.RiskLevel), false
|
||||
case toolx.GraphTriageServiceRequest.Code:
|
||||
var payload graphTriageServiceRequestResult
|
||||
if err := json.Unmarshal([]byte(strings.TrimSpace(result)), &payload); err != nil {
|
||||
return "", "", false
|
||||
}
|
||||
recommendedAction = strings.TrimSpace(payload.RecommendedAction)
|
||||
riskLevel = strings.TrimSpace(payload.Analysis.RiskLevel)
|
||||
if payload.TicketDraft != nil {
|
||||
ticketDraftReady = payload.TicketDraft.Ready
|
||||
}
|
||||
return recommendedAction, riskLevel, ticketDraftReady
|
||||
default:
|
||||
return "", "", false
|
||||
}
|
||||
}
|
||||
|
||||
func (h *RuntimeTraceHandler) resolveToolMetadata(modelToolName string) (ToolMetadata, bool) {
|
||||
if h == nil || h.toolMetadataBy == nil {
|
||||
return ToolMetadata{}, false
|
||||
}
|
||||
modelToolName = strings.TrimSpace(modelToolName)
|
||||
if modelToolName == "" {
|
||||
return ToolMetadata{}, false
|
||||
}
|
||||
if spec, ok := toolx.GetRegisteredToolSpecByName(modelToolName); ok {
|
||||
resolved := toolx.ResolveToolMetadata(spec.Code, spec.Name)
|
||||
return ToolMetadata{
|
||||
ToolCode: resolved.ToolCode,
|
||||
ServerCode: resolved.ServerCode,
|
||||
ToolName: resolved.ToolName,
|
||||
SourceType: resolved.SourceType,
|
||||
}, true
|
||||
}
|
||||
metadata, ok := h.toolMetadataBy[modelToolName]
|
||||
return metadata, ok
|
||||
}
|
||||
|
||||
func parseToolArguments(argumentsInJSON string) map[string]any {
|
||||
argumentsInJSON = strings.TrimSpace(argumentsInJSON)
|
||||
if argumentsInJSON == "" {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]any)
|
||||
if err := json.Unmarshal([]byte(argumentsInJSON), &ret); err != nil {
|
||||
return nil
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func previewToolText(text string, limit int) string {
|
||||
if limit <= 0 {
|
||||
return ""
|
||||
}
|
||||
text = strings.TrimSpace(text)
|
||||
runes := []rune(text)
|
||||
if len(runes) <= limit {
|
||||
return text
|
||||
}
|
||||
return string(runes[:limit]) + "..."
|
||||
}
|
||||
|
||||
func (h *RuntimeTraceHandler) buildToolSearchTraceItem(argumentsInJSON string, result string, runErr error) ToolSearchTraceItem {
|
||||
item := ToolSearchTraceItem{Status: "ok"}
|
||||
var args toolSearchArguments
|
||||
if strings.TrimSpace(argumentsInJSON) != "" {
|
||||
_ = json.Unmarshal([]byte(argumentsInJSON), &args)
|
||||
}
|
||||
item.Query = strings.TrimSpace(firstNonBlank(args.Query, args.RegexPattern))
|
||||
item.TargetToolCode = strings.TrimSpace(args.ToolCode)
|
||||
item.TargetServerCode, item.TargetToolName = toolx.SplitMCPToolCode(item.TargetToolCode)
|
||||
if item.TargetToolCode != "" {
|
||||
item.Action = "invoke"
|
||||
} else {
|
||||
item.Action = "search"
|
||||
}
|
||||
if runErr != nil {
|
||||
item.Status = "error"
|
||||
item.ErrorMessage = runErr.Error()
|
||||
return item
|
||||
}
|
||||
item.CandidateToolCodes = h.extractCandidateToolCodes(result)
|
||||
return item
|
||||
}
|
||||
|
||||
func firstNonBlank(values ...string) string {
|
||||
for _, value := range values {
|
||||
value = strings.TrimSpace(value)
|
||||
if value != "" {
|
||||
return value
|
||||
}
|
||||
}
|
||||
return ""
|
||||
}
|
||||
|
||||
func (h *RuntimeTraceHandler) extractCandidateToolCodes(result string) []string {
|
||||
result = strings.TrimSpace(result)
|
||||
if result == "" {
|
||||
return nil
|
||||
}
|
||||
var invokePayload toolSearchInvokeResult
|
||||
if err := json.Unmarshal([]byte(result), &invokePayload); err == nil && len(invokePayload.SelectedTools) > 0 {
|
||||
return h.extractSelectedToolCodes(invokePayload.SelectedTools)
|
||||
}
|
||||
var searchPayload toolSearchSearchResult
|
||||
if err := json.Unmarshal([]byte(result), &searchPayload); err == nil && len(searchPayload.Candidates) > 0 {
|
||||
return extractCandidateObjectCodes(searchPayload.Candidates)
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func (h *RuntimeTraceHandler) extractSelectedToolCodes(items []string) []string {
|
||||
if len(items) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make([]string, 0, len(items))
|
||||
for _, item := range items {
|
||||
toolName := strings.TrimSpace(item)
|
||||
if toolName == "" {
|
||||
continue
|
||||
}
|
||||
toolCode := toolName
|
||||
if metadata, ok := h.resolveToolMetadata(toolName); ok && strings.TrimSpace(metadata.ToolCode) != "" {
|
||||
toolCode = strings.TrimSpace(metadata.ToolCode)
|
||||
}
|
||||
if toolCode == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, toolCode)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func extractCandidateObjectCodes(items []toolSearchCandidateResult) []string {
|
||||
if len(items) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make([]string, 0, len(items))
|
||||
for _, item := range items {
|
||||
toolCode := strings.TrimSpace(item.ToolCode)
|
||||
if toolCode == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, toolCode)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,67 +0,0 @@
|
||||
package callbacks
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
)
|
||||
|
||||
func TestParseGraphToolOutcome(t *testing.T) {
|
||||
action, risk, ready := parseGraphToolOutcome(toolx.GraphAnalyzeConversation.Code, `{"recommendedNextAction":"handoff_to_human","riskLevel":"high"}`)
|
||||
if action != "handoff_to_human" || risk != "high" || ready {
|
||||
t.Fatalf("unexpected analyze graph outcome: %q %q %v", action, risk, ready)
|
||||
}
|
||||
|
||||
action, risk, ready = parseGraphToolOutcome(toolx.GraphTriageServiceRequest.Code, `{"recommendedAction":"prepare_ticket","analysis":{"riskLevel":"medium"},"ticketDraft":{"ready":true}}`)
|
||||
if action != "prepare_ticket" || risk != "medium" || !ready {
|
||||
t.Fatalf("unexpected triage graph outcome: %q %q %v", action, risk, ready)
|
||||
}
|
||||
}
|
||||
|
||||
func TestExtractCandidateToolCodes(t *testing.T) {
|
||||
handler := &RuntimeTraceHandler{
|
||||
toolMetadataBy: map[string]ToolMetadata{
|
||||
"tool_search": {ToolCode: toolx.BuiltinToolSearch.Code, ToolName: toolx.BuiltinToolSearch.Name},
|
||||
"foo_model": {ToolCode: "mcp/server/foo", ToolName: "foo"},
|
||||
},
|
||||
}
|
||||
|
||||
got := handler.extractCandidateToolCodes(`{"selectedTools":["foo_model"]}`)
|
||||
if len(got) != 1 || got[0] != "mcp/server/foo" {
|
||||
t.Fatalf("unexpected selectedTools codes: %#v", got)
|
||||
}
|
||||
|
||||
got = handler.extractCandidateToolCodes(`{"candidates":[{"toolCode":"mcp/server/bar"}]}`)
|
||||
if len(got) != 1 || got[0] != "mcp/server/bar" {
|
||||
t.Fatalf("unexpected candidate codes: %#v", got)
|
||||
}
|
||||
}
|
||||
|
||||
func TestTryActivateSkill(t *testing.T) {
|
||||
collector := NewRuntimeTraceCollector()
|
||||
handler := &RuntimeTraceHandler{
|
||||
collector: collector,
|
||||
skillMetadataBy: map[string]SkillMetadata{
|
||||
"44": {
|
||||
ID: 44,
|
||||
Name: "售后升级",
|
||||
AllowedToolCodes: []string{"graph/handoff_to_human"},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
handler.tryActivateSkill(`{"skill":"44"}`)
|
||||
|
||||
if collector.Data.Skill.ID != 44 {
|
||||
t.Fatalf("unexpected skill id: %#v", collector.Data.Skill)
|
||||
}
|
||||
if collector.Data.Skill.Name != "售后升级" {
|
||||
t.Fatalf("unexpected skill name: %#v", collector.Data.Skill)
|
||||
}
|
||||
if collector.Data.Skill.RouteReason != "eino_skill_tool" {
|
||||
t.Fatalf("unexpected route reason: %#v", collector.Data.Skill)
|
||||
}
|
||||
if len(collector.Data.Skill.AllowedToolCodes) != 1 || collector.Data.Skill.AllowedToolCodes[0] != "graph/handoff_to_human" {
|
||||
t.Fatalf("unexpected allowed tools: %#v", collector.Data.Skill.AllowedToolCodes)
|
||||
}
|
||||
}
|
||||
@@ -1,150 +0,0 @@
|
||||
package callbacks
|
||||
|
||||
import (
|
||||
"encoding/json"
|
||||
"sync"
|
||||
)
|
||||
|
||||
type RuntimeTraceCollector struct {
|
||||
mu sync.Mutex
|
||||
Data RuntimeTraceData
|
||||
}
|
||||
|
||||
func NewRuntimeTraceCollector() *RuntimeTraceCollector {
|
||||
ret := &RuntimeTraceCollector{}
|
||||
ret.Data.Version = "v1"
|
||||
ret.Data.Status = "started"
|
||||
return ret
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) Marshal() string {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
buf, err := json.Marshal(c.Data)
|
||||
if err != nil {
|
||||
return ""
|
||||
}
|
||||
return string(buf)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetTooling(staticToolCodes []string, dynamicToolCodes []string, toolSearchEnabled bool) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Input.StaticToolCodes = append([]string(nil), staticToolCodes...)
|
||||
c.Data.Input.DynamicToolCodes = append([]string(nil), dynamicToolCodes...)
|
||||
c.Data.Input.ToolSearchEnabled = toolSearchEnabled
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetInstructionSummary(summary InstructionTraceSummary) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Instruction.SectionTitles = append([]string(nil), summary.SectionTitles...)
|
||||
c.Data.Instruction.HasAgentRule = summary.HasAgentRule
|
||||
c.Data.Instruction.HasSkillRule = summary.HasSkillRule
|
||||
c.Data.Instruction.HasToolRule = summary.HasToolRule
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetSkillMiddleware(enabled bool, toolName string) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Skill.MiddlewareEnabled = enabled
|
||||
c.Data.Skill.MiddlewareToolName = toolName
|
||||
}
|
||||
|
||||
type SkillMetadata struct {
|
||||
ID int64
|
||||
Name string
|
||||
Description string
|
||||
AllowedToolCodes []string
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetVisibleSkills(skills map[string]SkillMetadata) {
|
||||
if len(skills) == 0 {
|
||||
return
|
||||
}
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
ids := make([]int64, 0, len(skills))
|
||||
for _, skill := range skills {
|
||||
if skill.ID <= 0 {
|
||||
continue
|
||||
}
|
||||
ids = append(ids, skill.ID)
|
||||
}
|
||||
c.Data.Skill.VisibleIDs = append([]int64(nil), ids...)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) ActivateSkill(skill SkillMetadata, routeReason string, routeTrace string) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Skill.ID = skill.ID
|
||||
c.Data.Skill.Name = skill.Name
|
||||
c.Data.Skill.Description = skill.Description
|
||||
c.Data.Skill.AllowedToolCodes = append([]string(nil), skill.AllowedToolCodes...)
|
||||
c.Data.Skill.RouteReason = routeReason
|
||||
c.Data.Skill.RouteTrace = routeTrace
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetFilteredToolCodes(toolCodes []string) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Skill.FilteredToolCodes = append([]string(nil), toolCodes...)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetRetrieverSummary(summary RetrieverTraceSummary) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Retriever.TopK = summary.TopK
|
||||
c.Data.Retriever.ScoreThreshold = summary.ScoreThreshold
|
||||
c.Data.Retriever.ContextMaxTokens = summary.ContextMaxTokens
|
||||
c.Data.Retriever.MaxContextItems = summary.MaxContextItems
|
||||
c.Data.Retriever.Count = summary.HitCount
|
||||
c.Data.Retriever.ContextCount = summary.ContextCount
|
||||
c.Data.Retriever.EmbeddingMs = summary.EmbeddingMs
|
||||
c.Data.Retriever.VectorSearchMs = summary.VectorSearchMs
|
||||
c.Data.Retriever.HydrateMs = summary.HydrateMs
|
||||
c.Data.Retriever.Policies = append([]RetrieverPolicyTraceItem(nil), summary.Policies...)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) AddRetrieverItems(items []RetrieverTraceItem) {
|
||||
if len(items) == 0 {
|
||||
return
|
||||
}
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Retriever.Items = append(c.Data.Retriever.Items, items...)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) SetAnswerability(data AnswerabilityTraceData) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Answerability = AnswerabilityTraceData{
|
||||
Status: data.Status,
|
||||
Reason: data.Reason,
|
||||
SupportingChunkIDs: append([]string(nil), data.SupportingChunkIDs...),
|
||||
MissingInfo: append([]string(nil), data.MissingInfo...),
|
||||
LatencyMs: data.LatencyMs,
|
||||
ErrorMessage: data.ErrorMessage,
|
||||
}
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) AddToolItem(item ToolTraceItem) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.Tools.Count++
|
||||
c.Data.Tools.Items = append(c.Data.Tools.Items, item)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) AddToolSearchItem(item ToolSearchTraceItem) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.ToolSearch.Count++
|
||||
c.Data.ToolSearch.Items = append(c.Data.ToolSearch.Items, item)
|
||||
}
|
||||
|
||||
func (c *RuntimeTraceCollector) AddGraphToolItem(item GraphToolTraceItem) {
|
||||
c.mu.Lock()
|
||||
defer c.mu.Unlock()
|
||||
c.Data.GraphTools.Count++
|
||||
c.Data.GraphTools.Items = append(c.Data.GraphTools.Items, item)
|
||||
}
|
||||
@@ -1,20 +0,0 @@
|
||||
package callbacks
|
||||
|
||||
import "testing"
|
||||
|
||||
func TestRuntimeTraceCollectorAddRetrieverItems(t *testing.T) {
|
||||
collector := NewRuntimeTraceCollector()
|
||||
|
||||
collector.AddRetrieverItems([]RetrieverTraceItem{
|
||||
{KnowledgeBaseID: 1, DocumentID: 10, DocumentTitle: "doc-1"},
|
||||
{KnowledgeBaseID: 2, DocumentID: 20, DocumentTitle: "doc-2"},
|
||||
})
|
||||
collector.AddRetrieverItems(nil)
|
||||
|
||||
if got := len(collector.Data.Retriever.Items); got != 2 {
|
||||
t.Fatalf("expected two retriever items, got %d", got)
|
||||
}
|
||||
if collector.Data.Retriever.Items[0].DocumentTitle != "doc-1" || collector.Data.Retriever.Items[1].DocumentTitle != "doc-2" {
|
||||
t.Fatalf("unexpected retriever items: %#v", collector.Data.Retriever.Items)
|
||||
}
|
||||
}
|
||||
@@ -1,105 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/runtime/instruction"
|
||||
"agent-desk/internal/ai/runtime/internal/impl/agents"
|
||||
"agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/ai/runtime/registry"
|
||||
"agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/cloudwego/eino/components/tool"
|
||||
"github.com/cloudwego/eino/compose"
|
||||
)
|
||||
|
||||
type AgentFactory struct {
|
||||
chatModelFactory *ChatModelFactory
|
||||
toolFactory *ToolFactory
|
||||
instructionService *instruction.Service
|
||||
handlerService *AgentHandlerService
|
||||
}
|
||||
|
||||
// BuildCustomerServiceAgentInput 定义客服 Agent 的装配输入。
|
||||
//
|
||||
// 之所以收敛成单一输入对象，而不是继续堆叠函数参数，是为了避免：
|
||||
// 1. 调用点无法看懂每个位置参数的语义；
|
||||
// 2. instruction 用工具、动态工具、中间件工具之间职责混淆；
|
||||
// 3. 后续扩展装配项时继续拉长函数签名。
|
||||
type BuildCustomerServiceAgentInput struct {
|
||||
// AIAgent 为当前运行的业务 Agent 配置，提供名称、描述、系统提示词等基础信息。
|
||||
AIAgent models.AIAgent
|
||||
// AIConfig 为模型配置，决定底层使用哪个 ChatModel。
|
||||
AIConfig models.AIConfig
|
||||
// InstructionToolDefinitions 用于生成 instruction 中的工具说明。
|
||||
// 它描述“当前允许模型理解和使用的 MCP 工具范围”。
|
||||
InstructionToolDefinitions []tooling.MCPToolDefinition
|
||||
// DynamicMCPToolDefinitions 用于接入 Eino tool_search middleware 的动态工具集合。
|
||||
// 这些工具默认不直接挂在 ToolsNode 上，而是经 tool_search 选择后再暴露给模型。
|
||||
DynamicMCPToolDefinitions []tooling.MCPToolDefinition
|
||||
// StaticTools 为当前运行时直接挂载到 ToolsNode 的固定工具，例如 Graph Tool。
|
||||
StaticTools []tool.BaseTool
|
||||
// StaticToolCodes 为固定工具的 modelName -> toolCode 映射，用于 trace 和运行日志归因。
|
||||
StaticToolCodes map[string]string
|
||||
// StaticToolMetadata 为固定工具的 modelName -> metadata 映射，用于 trace 和运行日志归因。
|
||||
StaticToolMetadata map[string]registry.ToolMetadata
|
||||
// Collector 用于收集运行链路中的 tool trace、graph trace 等调试信息。
|
||||
Collector *callbacks.RuntimeTraceCollector
|
||||
}
|
||||
|
||||
func NewAgentFactory() *AgentFactory {
|
||||
return &AgentFactory{
|
||||
chatModelFactory: NewChatModelFactory(),
|
||||
toolFactory: NewToolFactory(),
|
||||
instructionService: instruction.NewService(nil, nil, nil),
|
||||
handlerService: NewAgentHandlerService(NewSkillMiddlewareService()),
|
||||
}
|
||||
}
|
||||
|
||||
// BuildCustomerServiceAgent 根据装配输入构建客服 ChatModelAgent。
|
||||
func (f *AgentFactory) BuildCustomerServiceAgent(ctx context.Context, input BuildCustomerServiceAgentInput) (*agents.CustomerServiceAgent, error) {
|
||||
chatModel, err := f.chatModelFactory.Build(ctx, input.AIConfig)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
dynamicTools, err := f.toolFactory.BuildBaseToolsByDefinitions(ctx, input.DynamicMCPToolDefinitions)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
allTools := make([]tool.BaseTool, 0, len(input.StaticTools))
|
||||
allTools = append(allTools, input.StaticTools...)
|
||||
instructionResult := f.instructionService.Build(input.AIAgent, nil, input.InstructionToolDefinitions, input.StaticToolCodes)
|
||||
handlers := make([]adk.ChatModelAgentMiddleware, 0, 3)
|
||||
builtHandlers, err := f.handlerService.Build(ctx, BuildAgentHandlersInput{
|
||||
AIAgent: input.AIAgent,
|
||||
InstructionToolDefinitions: input.InstructionToolDefinitions,
|
||||
DynamicToolDefinitions: input.DynamicMCPToolDefinitions,
|
||||
DynamicTools: dynamicTools,
|
||||
StaticToolMetadata: input.StaticToolMetadata,
|
||||
Collector: input.Collector,
|
||||
InstructionSummary: buildInstructionTraceSummary(instructionResult.Summary),
|
||||
})
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
handlers = append(handlers, builtHandlers...)
|
||||
inner, err := adk.NewChatModelAgent(ctx, &adk.ChatModelAgentConfig{
|
||||
Name: strings.TrimSpace(input.AIAgent.Name),
|
||||
Description: strings.TrimSpace(input.AIAgent.Description),
|
||||
Instruction: instructionResult.Text,
|
||||
Model: chatModel,
|
||||
ToolsConfig: adk.ToolsConfig{
|
||||
ToolsNodeConfig: compose.ToolsNodeConfig{
|
||||
Tools: allTools,
|
||||
},
|
||||
},
|
||||
Handlers: handlers,
|
||||
})
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return &agents.CustomerServiceAgent{Inner: inner}, nil
|
||||
}
|
||||
@@ -1,98 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"strings"
|
||||
|
||||
einocallbacks "agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/ai/runtime/registry"
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
einotoolsearch "github.com/cloudwego/eino/adk/middlewares/dynamictool/toolsearch"
|
||||
einobasetool "github.com/cloudwego/eino/components/tool"
|
||||
)
|
||||
|
||||
type AgentHandlerService struct {
|
||||
skillMiddleware *SkillMiddlewareService
|
||||
}
|
||||
|
||||
type BuildAgentHandlersInput struct {
|
||||
AIAgent models.AIAgent
|
||||
InstructionToolDefinitions []runtimetooling.MCPToolDefinition
|
||||
DynamicToolDefinitions []runtimetooling.MCPToolDefinition
|
||||
DynamicTools []einobasetool.BaseTool
|
||||
StaticToolMetadata map[string]registry.ToolMetadata
|
||||
Collector *einocallbacks.RuntimeTraceCollector
|
||||
InstructionSummary einocallbacks.InstructionTraceSummary
|
||||
}
|
||||
|
||||
func NewAgentHandlerService(skillMiddleware *SkillMiddlewareService) *AgentHandlerService {
|
||||
if skillMiddleware == nil {
|
||||
panic("skill middleware is required")
|
||||
}
|
||||
return &AgentHandlerService{skillMiddleware: skillMiddleware}
|
||||
}
|
||||
|
||||
func (s *AgentHandlerService) Build(ctx context.Context, input BuildAgentHandlersInput) ([]adk.ChatModelAgentMiddleware, error) {
|
||||
handlers := make([]adk.ChatModelAgentMiddleware, 0, 4)
|
||||
skillMetadataByID := buildRuntimeSkillMetadataMap(input.AIAgent)
|
||||
toolMetadataBy := buildRuntimeTraceToolMetadata(input.DynamicToolDefinitions, input.StaticToolMetadata, len(skillMetadataByID) > 0)
|
||||
traceSkillMetadata := make(map[string]einocallbacks.SkillMetadata, len(skillMetadataByID))
|
||||
for id, item := range skillMetadataByID {
|
||||
traceSkillMetadata[id] = einocallbacks.SkillMetadata{
|
||||
ID: item.ID,
|
||||
Name: item.Name,
|
||||
Description: item.Description,
|
||||
AllowedToolCodes: append([]string(nil), item.AllowedToolCodes...),
|
||||
}
|
||||
}
|
||||
if input.Collector != nil {
|
||||
if len(skillMetadataByID) > 0 {
|
||||
input.Collector.SetSkillMiddleware(true, toolx.BuiltinSkill.Name)
|
||||
}
|
||||
input.Collector.SetVisibleSkills(traceSkillMetadata)
|
||||
input.Collector.SetInstructionSummary(input.InstructionSummary)
|
||||
handlers = append(handlers, einocallbacks.NewRuntimeTraceHandler(input.Collector, toolMetadataBy, traceSkillMetadata))
|
||||
}
|
||||
if len(input.DynamicTools) > 0 {
|
||||
toolSearchHandler, err := einotoolsearch.New(ctx, &einotoolsearch.Config{
|
||||
DynamicTools: input.DynamicTools,
|
||||
})
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
handlers = append(handlers, toolSearchHandler)
|
||||
}
|
||||
if len(skillMetadataByID) > 0 {
|
||||
skillHandler, err := s.skillMiddleware.Build(ctx, input.AIAgent, input.InstructionToolDefinitions)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
handlers = append(handlers, skillHandler)
|
||||
handlers = append(handlers, NewRuntimeToolFilterMiddleware(
|
||||
input.Collector,
|
||||
toolMetadataBy,
|
||||
traceSkillMetadata,
|
||||
dynamicToolModelNames(input.DynamicToolDefinitions),
|
||||
))
|
||||
}
|
||||
return handlers, nil
|
||||
}
|
||||
|
||||
func dynamicToolModelNames(definitions []runtimetooling.MCPToolDefinition) []string {
|
||||
ret := make([]string, 0, len(definitions))
|
||||
for _, item := range definitions {
|
||||
modelName := strings.TrimSpace(item.ModelName)
|
||||
if modelName == "" {
|
||||
modelName = strings.TrimSpace(runtimetooling.BuildModelToolName(item))
|
||||
}
|
||||
if modelName == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, modelName)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,45 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"testing"
|
||||
|
||||
einocallbacks "agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
)
|
||||
|
||||
func TestAgentHandlerServiceBuildWithCollectorOnly(t *testing.T) {
|
||||
collector := einocallbacks.NewRuntimeTraceCollector()
|
||||
service := NewAgentHandlerService(NewSkillMiddlewareService())
|
||||
|
||||
handlers, err := service.Build(context.Background(), BuildAgentHandlersInput{
|
||||
Collector: collector,
|
||||
InstructionSummary: einocallbacks.InstructionTraceSummary{
|
||||
SectionTitles: []string{"Agent 规则"},
|
||||
HasAgentRule: true,
|
||||
},
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Build returned error: %v", err)
|
||||
}
|
||||
if len(handlers) != 1 {
|
||||
t.Fatalf("expected 1 handler, got %d", len(handlers))
|
||||
}
|
||||
if !collector.Data.Instruction.HasAgentRule {
|
||||
t.Fatalf("instruction summary was not written to collector: %#v", collector.Data.Instruction)
|
||||
}
|
||||
if len(collector.Data.Instruction.SectionTitles) != 1 {
|
||||
t.Fatalf("unexpected section titles: %#v", collector.Data.Instruction.SectionTitles)
|
||||
}
|
||||
}
|
||||
|
||||
func TestAgentHandlerServiceBuildWithEmptyInput(t *testing.T) {
|
||||
service := NewAgentHandlerService(NewSkillMiddlewareService())
|
||||
|
||||
handlers, err := service.Build(context.Background(), BuildAgentHandlersInput{})
|
||||
if err != nil {
|
||||
t.Fatalf("Build returned error: %v", err)
|
||||
}
|
||||
if len(handlers) != 0 {
|
||||
t.Fatalf("expected no handlers, got %d", len(handlers))
|
||||
}
|
||||
}
|
||||
@@ -1,58 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"strings"
|
||||
"time"
|
||||
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
|
||||
openai "github.com/cloudwego/eino-ext/components/model/openai"
|
||||
"github.com/cloudwego/eino/components/model"
|
||||
)
|
||||
|
||||
type ChatModelFactory struct{}
|
||||
|
||||
func NewChatModelFactory() *ChatModelFactory {
|
||||
return &ChatModelFactory{}
|
||||
}
|
||||
|
||||
func (f *ChatModelFactory) Build(ctx context.Context, aiConfig models.AIConfig) (model.ToolCallingChatModel, error) {
|
||||
conf := &openai.ChatModelConfig{
|
||||
APIKey: strings.TrimSpace(aiConfig.APIKey),
|
||||
BaseURL: strings.TrimSpace(aiConfig.BaseURL),
|
||||
Model: strings.TrimSpace(aiConfig.ModelName),
|
||||
}
|
||||
if aiConfig.TimeoutMS > 0 {
|
||||
conf.Timeout = time.Duration(aiConfig.TimeoutMS) * time.Millisecond
|
||||
}
|
||||
if aiConfig.MaxOutputTokens > 0 {
|
||||
maxCompletionTokens := aiConfig.MaxOutputTokens
|
||||
conf.MaxCompletionTokens = &maxCompletionTokens
|
||||
}
|
||||
if aiConfig.Provider == enums.AIProviderOpenAI && isAzureOpenAIBaseURL(aiConfig.BaseURL) {
|
||||
conf.ByAzure = true
|
||||
conf.APIVersion = "2024-06-01"
|
||||
}
|
||||
if extraFields := providerExtraFields(aiConfig); len(extraFields) > 0 {
|
||||
conf.ExtraFields = extraFields
|
||||
}
|
||||
return openai.NewChatModel(ctx, conf)
|
||||
}
|
||||
|
||||
func isAzureOpenAIBaseURL(baseURL string) bool {
|
||||
baseURL = strings.ToLower(strings.TrimSpace(baseURL))
|
||||
return strings.Contains(baseURL, ".openai.azure.com")
|
||||
}
|
||||
|
||||
func providerExtraFields(aiConfig models.AIConfig) map[string]any {
|
||||
baseURL := strings.ToLower(strings.TrimSpace(aiConfig.BaseURL))
|
||||
modelName := strings.ToLower(strings.TrimSpace(aiConfig.ModelName))
|
||||
if strings.Contains(baseURL, "dashscope.aliyuncs.com") && strings.HasPrefix(modelName, "qwen3") {
|
||||
return map[string]any{
|
||||
"enable_thinking": false,
|
||||
}
|
||||
}
|
||||
return nil
|
||||
}
|
||||
@@ -1,27 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
|
||||
einostore "agent-desk/internal/ai/runtime/internal/impl/store"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
)
|
||||
|
||||
type RunnerFactory struct{}
|
||||
|
||||
func NewRunnerFactory() *RunnerFactory {
|
||||
return &RunnerFactory{}
|
||||
}
|
||||
|
||||
func (f *RunnerFactory) Build(ctx context.Context, agent adk.Agent, enableStreaming bool, enableCheckpoint bool) *adk.Runner {
|
||||
var checkpointStore adk.CheckPointStore
|
||||
if enableCheckpoint {
|
||||
checkpointStore = einostore.DefaultCheckPointStore
|
||||
}
|
||||
return adk.NewRunner(ctx, adk.RunnerConfig{
|
||||
Agent: agent,
|
||||
EnableStreaming: enableStreaming,
|
||||
CheckPointStore: checkpointStore,
|
||||
})
|
||||
}
|
||||
@@ -1,188 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"strconv"
|
||||
"strings"
|
||||
|
||||
runtimeinstruction "agent-desk/internal/ai/runtime/instruction"
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/utils"
|
||||
"agent-desk/internal/services"
|
||||
|
||||
einoskill "github.com/cloudwego/eino/adk/middlewares/skill"
|
||||
)
|
||||
|
||||
type runtimeSkillMetadata struct {
|
||||
ID int64
|
||||
Name string
|
||||
Description string
|
||||
AllowedToolCodes []string
|
||||
}
|
||||
|
||||
type databaseSkillBackend struct {
|
||||
toolDefinitions []runtimetooling.MCPToolDefinition
|
||||
skillsByID map[string]models.SkillDefinition
|
||||
order []string
|
||||
}
|
||||
|
||||
func newDatabaseSkillBackend(aiAgent models.AIAgent, toolDefinitions []runtimetooling.MCPToolDefinition) (*databaseSkillBackend, error) {
|
||||
visibleSkills := loadVisibleSkills(aiAgent)
|
||||
if len(visibleSkills) == 0 {
|
||||
return nil, fmt.Errorf("no visible skills available")
|
||||
}
|
||||
ret := &databaseSkillBackend{
|
||||
toolDefinitions: append([]runtimetooling.MCPToolDefinition(nil), toolDefinitions...),
|
||||
skillsByID: make(map[string]models.SkillDefinition, len(visibleSkills)),
|
||||
order: make([]string, 0, len(visibleSkills)),
|
||||
}
|
||||
for _, item := range visibleSkills {
|
||||
id := strconv.FormatInt(item.ID, 10)
|
||||
if id == "" {
|
||||
continue
|
||||
}
|
||||
ret.skillsByID[id] = item
|
||||
ret.order = append(ret.order, id)
|
||||
}
|
||||
if len(ret.skillsByID) == 0 {
|
||||
return nil, fmt.Errorf("no visible skills available")
|
||||
}
|
||||
return ret, nil
|
||||
}
|
||||
|
||||
func (b *databaseSkillBackend) List(_ context.Context) ([]einoskill.FrontMatter, error) {
|
||||
if b == nil || len(b.order) == 0 {
|
||||
return nil, nil
|
||||
}
|
||||
ret := make([]einoskill.FrontMatter, 0, len(b.order))
|
||||
for _, id := range b.order {
|
||||
item, ok := b.skillsByID[id]
|
||||
if !ok {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, einoskill.FrontMatter{
|
||||
Name: strconv.FormatInt(item.ID, 10),
|
||||
Description: skillListDescription(item),
|
||||
})
|
||||
}
|
||||
return ret, nil
|
||||
}
|
||||
|
||||
func (b *databaseSkillBackend) Get(_ context.Context, name string) (einoskill.Skill, error) {
|
||||
if b == nil {
|
||||
return einoskill.Skill{}, fmt.Errorf("database skill backend is nil")
|
||||
}
|
||||
name = strings.TrimSpace(name)
|
||||
if name == "" {
|
||||
return einoskill.Skill{}, fmt.Errorf("skill name is empty")
|
||||
}
|
||||
item, ok := b.skillsByID[name]
|
||||
if !ok {
|
||||
return einoskill.Skill{}, fmt.Errorf("skill %q not found", name)
|
||||
}
|
||||
return einoskill.Skill{
|
||||
FrontMatter: einoskill.FrontMatter{
|
||||
Name: strconv.FormatInt(item.ID, 10),
|
||||
Description: skillListDescription(item),
|
||||
},
|
||||
Content: runtimeinstruction.BuildSkillDocument(&item, filterSkillToolDefinitions(b.toolDefinitions, &item)),
|
||||
BaseDirectory: "",
|
||||
}, nil
|
||||
}
|
||||
|
||||
func loadVisibleSkills(aiAgent models.AIAgent) []models.SkillDefinition {
|
||||
ids := utils.SplitInt64s(strings.TrimSpace(aiAgent.SkillIDs))
|
||||
if len(ids) == 0 {
|
||||
return nil
|
||||
}
|
||||
byID := services.SkillDefinitionService.GetByIDs(ids)
|
||||
if len(byID) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make([]models.SkillDefinition, 0, len(ids))
|
||||
for _, id := range ids {
|
||||
item, ok := byID[id]
|
||||
if !ok || item.Status != enums.StatusOk || item.ID <= 0 {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, item)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func buildRuntimeSkillMetadataMap(aiAgent models.AIAgent) map[string]runtimeSkillMetadata {
|
||||
visibleSkills := loadVisibleSkills(aiAgent)
|
||||
if len(visibleSkills) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]runtimeSkillMetadata, len(visibleSkills))
|
||||
for _, item := range visibleSkills {
|
||||
if item.ID <= 0 {
|
||||
continue
|
||||
}
|
||||
id := strconv.FormatInt(item.ID, 10)
|
||||
ret[id] = runtimeSkillMetadata{
|
||||
ID: item.ID,
|
||||
Name: strings.TrimSpace(item.Name),
|
||||
Description: skillListDescription(item),
|
||||
AllowedToolCodes: parseSkillToolWhitelist(item.ToolWhitelist),
|
||||
}
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func HasVisibleSkills(aiAgent models.AIAgent) bool {
|
||||
return len(buildRuntimeSkillMetadataMap(aiAgent)) > 0
|
||||
}
|
||||
|
||||
func skillListDescription(item models.SkillDefinition) string {
|
||||
if desc := strings.TrimSpace(item.Description); desc != "" {
|
||||
return desc
|
||||
}
|
||||
if name := strings.TrimSpace(item.Name); name != "" {
|
||||
return name
|
||||
}
|
||||
return fmt.Sprintf("Skill %d", item.ID)
|
||||
}
|
||||
|
||||
func parseSkillToolWhitelist(raw string) []string {
|
||||
raw = strings.TrimSpace(raw)
|
||||
if raw == "" {
|
||||
return nil
|
||||
}
|
||||
var items []string
|
||||
if err := json.Unmarshal([]byte(raw), &items); err != nil {
|
||||
return nil
|
||||
}
|
||||
ret := make([]string, 0, len(items))
|
||||
for _, item := range items {
|
||||
item = strings.TrimSpace(item)
|
||||
if item == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, item)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func filterSkillToolDefinitions(defs []runtimetooling.MCPToolDefinition, skill *models.SkillDefinition) []runtimetooling.MCPToolDefinition {
|
||||
allowed := parseSkillToolWhitelist(skill.ToolWhitelist)
|
||||
if len(allowed) == 0 {
|
||||
return defs
|
||||
}
|
||||
allowedSet := make(map[string]struct{}, len(allowed))
|
||||
for _, item := range allowed {
|
||||
allowedSet[item] = struct{}{}
|
||||
}
|
||||
ret := make([]runtimetooling.MCPToolDefinition, 0, len(defs))
|
||||
for _, item := range defs {
|
||||
if _, ok := allowedSet[strings.TrimSpace(item.ToolCode)]; ok {
|
||||
ret = append(ret, item)
|
||||
}
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,124 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"strings"
|
||||
"testing"
|
||||
"time"
|
||||
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
|
||||
"github.com/glebarez/sqlite"
|
||||
"github.com/mlogclub/simple/sqls"
|
||||
"gorm.io/gorm"
|
||||
)
|
||||
|
||||
func TestDatabaseSkillBackendListAndGet(t *testing.T) {
|
||||
setupSkillBackendTestDB(t)
|
||||
createSkillDefinitionForTest(t, models.SkillDefinition{
|
||||
ID: 1,
|
||||
Name: "售后升级",
|
||||
Description: "处理转人工和升级诉求",
|
||||
Instruction: "请优先判断是否需要转人工。",
|
||||
ToolWhitelist: `["graph/handoff_to_human"]`,
|
||||
Status: enums.StatusOk,
|
||||
})
|
||||
createSkillDefinitionForTest(t, models.SkillDefinition{
|
||||
ID: 2,
|
||||
Name: "禁用技能",
|
||||
Description: "不会被暴露",
|
||||
Instruction: "noop",
|
||||
Status: enums.StatusDeleted,
|
||||
})
|
||||
|
||||
backend, err := newDatabaseSkillBackend(models.AIAgent{SkillIDs: "1,2"}, []runtimetooling.MCPToolDefinition{
|
||||
{ToolCode: "graph/handoff_to_human", Title: "转人工确认流程"},
|
||||
{ToolCode: "graph/prepare_ticket_draft", Title: "整理工单草稿"},
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("newDatabaseSkillBackend returned error: %v", err)
|
||||
}
|
||||
|
||||
matters, err := backend.List(context.Background())
|
||||
if err != nil {
|
||||
t.Fatalf("List returned error: %v", err)
|
||||
}
|
||||
if len(matters) != 1 || matters[0].Name != "1" {
|
||||
t.Fatalf("unexpected matters: %#v", matters)
|
||||
}
|
||||
|
||||
skill, err := backend.Get(context.Background(), "1")
|
||||
if err != nil {
|
||||
t.Fatalf("Get returned error: %v", err)
|
||||
}
|
||||
if skill.Name != "1" {
|
||||
t.Fatalf("unexpected skill name: %#v", skill)
|
||||
}
|
||||
if skill.Content == "" || !containsAll(skill.Content, "处理转人工和升级诉求", "graph/handoff_to_human") {
|
||||
t.Fatalf("unexpected skill content: %q", skill.Content)
|
||||
}
|
||||
}
|
||||
|
||||
func TestHasVisibleSkills(t *testing.T) {
|
||||
setupSkillBackendTestDB(t)
|
||||
createSkillDefinitionForTest(t, models.SkillDefinition{
|
||||
ID: 3,
|
||||
Name: "启用技能",
|
||||
Description: "可见",
|
||||
Instruction: "noop",
|
||||
Status: enums.StatusOk,
|
||||
})
|
||||
createSkillDefinitionForTest(t, models.SkillDefinition{
|
||||
ID: 4,
|
||||
Name: "删除技能",
|
||||
Description: "不可见",
|
||||
Instruction: "noop",
|
||||
Status: enums.StatusDeleted,
|
||||
})
|
||||
if !HasVisibleSkills(models.AIAgent{SkillIDs: "3,4"}) {
|
||||
t.Fatalf("expected visible skills")
|
||||
}
|
||||
if HasVisibleSkills(models.AIAgent{SkillIDs: "4"}) {
|
||||
t.Fatalf("expected no visible skills")
|
||||
}
|
||||
}
|
||||
|
||||
func setupSkillBackendTestDB(t *testing.T) {
|
||||
t.Helper()
|
||||
db, err := gorm.Open(sqlite.Open("file:skill_backend_test?mode=memory&cache=shared"), &gorm.Config{})
|
||||
if err != nil {
|
||||
t.Fatalf("open sqlite failed: %v", err)
|
||||
}
|
||||
if err := db.AutoMigrate(&models.SkillDefinition{}); err != nil {
|
||||
t.Fatalf("auto migrate skill definition failed: %v", err)
|
||||
}
|
||||
if err := db.Exec("DELETE FROM skill_definitions").Error; err != nil {
|
||||
t.Fatalf("cleanup skill definitions failed: %v", err)
|
||||
}
|
||||
sqls.SetDB(db)
|
||||
}
|
||||
|
||||
func createSkillDefinitionForTest(t *testing.T, item models.SkillDefinition) {
|
||||
t.Helper()
|
||||
now := time.Now()
|
||||
if item.CreatedAt.IsZero() {
|
||||
item.CreatedAt = now
|
||||
}
|
||||
if item.UpdatedAt.IsZero() {
|
||||
item.UpdatedAt = now
|
||||
}
|
||||
if err := sqls.DB().Create(&item).Error; err != nil {
|
||||
t.Fatalf("create skill definition failed: %v", err)
|
||||
}
|
||||
}
|
||||
|
||||
func containsAll(text string, items ...string) bool {
|
||||
for _, item := range items {
|
||||
if item != "" && !strings.Contains(text, item) {
|
||||
return false
|
||||
}
|
||||
}
|
||||
return true
|
||||
}
|
||||
@@ -1,35 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
einoskill "github.com/cloudwego/eino/adk/middlewares/skill"
|
||||
)
|
||||
|
||||
type SkillMiddlewareService struct{}
|
||||
|
||||
func NewSkillMiddlewareService() *SkillMiddlewareService {
|
||||
return &SkillMiddlewareService{}
|
||||
}
|
||||
|
||||
func (s *SkillMiddlewareService) Build(
|
||||
ctx context.Context,
|
||||
aiAgent models.AIAgent,
|
||||
toolDefinitions []runtimetooling.MCPToolDefinition,
|
||||
) (adk.ChatModelAgentMiddleware, error) {
|
||||
backend, err := newDatabaseSkillBackend(aiAgent, toolDefinitions)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
toolName := toolx.BuiltinSkill.Name
|
||||
return einoskill.NewMiddleware(ctx, &einoskill.Config{
|
||||
Backend: backend,
|
||||
SkillToolName: &toolName,
|
||||
UseChinese: true,
|
||||
})
|
||||
}
|
||||
@@ -1,109 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/mcps"
|
||||
impladapter "agent-desk/internal/ai/runtime/internal/impl/adapter"
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
einotool "github.com/cloudwego/eino/components/tool"
|
||||
)
|
||||
|
||||
type ToolFactory struct{}
|
||||
|
||||
func NewToolFactory() *ToolFactory {
|
||||
return &ToolFactory{}
|
||||
}
|
||||
|
||||
func (f *ToolFactory) BuildMCPTools(aiAgent models.AIAgent) ([]runtimetooling.MCPToolDefinition, error) {
|
||||
raw, err := toolx.ParseAgentMCPToolsJSON(aiAgent.AllowedMCPTools)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
ret := make([]runtimetooling.MCPToolDefinition, 0, len(raw))
|
||||
for _, item := range raw {
|
||||
toolCode := strings.TrimSpace(item.ToolCode)
|
||||
toolCode = toolx.NormalizeToolCodeAlias(toolCode)
|
||||
if toolCode == "" {
|
||||
toolCode = toolx.BuildMCPToolCode(item.ServerCode, item.ToolName)
|
||||
}
|
||||
if toolx.ResolveToolSourceType(toolCode) != enums.ToolSourceTypeMCP {
|
||||
continue
|
||||
}
|
||||
serverCode, toolName := toolx.SplitMCPToolCode(toolCode)
|
||||
if serverCode == "" || toolName == "" {
|
||||
continue
|
||||
}
|
||||
definition := runtimetooling.MCPToolDefinition{
|
||||
ToolCode: toolCode,
|
||||
ServerCode: serverCode,
|
||||
ToolName: toolName,
|
||||
Title: strings.TrimSpace(item.Title),
|
||||
Description: strings.TrimSpace(item.Description),
|
||||
FixedArgs: cloneStringMap(item.Arguments),
|
||||
}
|
||||
definition.ModelName = runtimetooling.BuildModelToolName(definition)
|
||||
ret = append(ret, definition)
|
||||
}
|
||||
return ret, nil
|
||||
}
|
||||
|
||||
func (f *ToolFactory) BuildBaseTools(ctx context.Context, aiAgent models.AIAgent) ([]einotool.BaseTool, error) {
|
||||
definitions, err := f.BuildMCPTools(aiAgent)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return f.BuildBaseToolsByDefinitions(ctx, definitions)
|
||||
}
|
||||
|
||||
func (f *ToolFactory) BuildBaseToolsByDefinitions(ctx context.Context, definitions []runtimetooling.MCPToolDefinition) ([]einotool.BaseTool, error) {
|
||||
if len(definitions) == 0 {
|
||||
return nil, nil
|
||||
}
|
||||
metadataByCode, err := f.loadToolMetadata(ctx, definitions)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
ret := make([]einotool.BaseTool, 0, len(definitions))
|
||||
for _, item := range definitions {
|
||||
ret = append(ret, impladapter.NewMCPTool(item, metadataByCode[item.ToolCode]))
|
||||
}
|
||||
return ret, nil
|
||||
}
|
||||
|
||||
func (f *ToolFactory) loadToolMetadata(ctx context.Context, definitions []runtimetooling.MCPToolDefinition) (map[string]*mcps.ToolInfo, error) {
|
||||
toolsByCode := make(map[string]*mcps.ToolInfo, len(definitions))
|
||||
serverCodes := make(map[string]struct{})
|
||||
for _, item := range definitions {
|
||||
serverCodes[item.ServerCode] = struct{}{}
|
||||
}
|
||||
for serverCode := range serverCodes {
|
||||
toolInfos, err := mcps.Runtime.ListTools(ctx, serverCode)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
for i := range toolInfos {
|
||||
toolInfo := toolInfos[i]
|
||||
toolCode := toolx.BuildMCPToolCode(serverCode, toolInfo.Name)
|
||||
toolInfoCopy := toolInfo
|
||||
toolsByCode[toolCode] = &toolInfoCopy
|
||||
}
|
||||
}
|
||||
return toolsByCode, nil
|
||||
}
|
||||
|
||||
func cloneStringMap(input map[string]string) map[string]string {
|
||||
if len(input) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]string, len(input))
|
||||
for key, value := range input {
|
||||
ret[key] = value
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,31 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
"agent-desk/internal/models"
|
||||
)
|
||||
|
||||
func TestBuildMCPToolsSkipsGraphAndBuiltinTools(t *testing.T) {
|
||||
aiAgent := models.AIAgent{
|
||||
AllowedMCPTools: `[
|
||||
{"toolCode":"graph/create_ticket_with_confirmation","serverCode":"graph","toolName":"create_ticket_with_confirmation"},
|
||||
{"toolCode":"builtin/tool_search","serverCode":"builtin","toolName":"tool_search"},
|
||||
{"toolCode":"system/list_agents","serverCode":"system","toolName":"list_agents"}
|
||||
]`,
|
||||
}
|
||||
|
||||
got, err := NewToolFactory().BuildMCPTools(aiAgent)
|
||||
if err != nil {
|
||||
t.Fatalf("BuildMCPTools returned error: %v", err)
|
||||
}
|
||||
if len(got) != 1 {
|
||||
t.Fatalf("expected 1 dynamic mcp tool, got %d: %#v", len(got), got)
|
||||
}
|
||||
if got[0].ToolCode != "system/list_agents" {
|
||||
t.Fatalf("unexpected tool code: %#v", got[0])
|
||||
}
|
||||
if got[0].ServerCode != "system" || got[0].ToolName != "list_agents" {
|
||||
t.Fatalf("unexpected tool identity: %#v", got[0])
|
||||
}
|
||||
}
|
||||
@@ -1,402 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"strings"
|
||||
|
||||
einocallbacks "agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/cloudwego/eino/components/model"
|
||||
einotool "github.com/cloudwego/eino/components/tool"
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
const activeSkillRunLocalKey = "runtime_active_skill_id"
|
||||
|
||||
type RuntimeToolFilterMiddleware struct {
|
||||
*adk.BaseChatModelAgentMiddleware
|
||||
collector *einocallbacks.RuntimeTraceCollector
|
||||
toolMetadataByName map[string]einocallbacks.ToolMetadata
|
||||
skillMetadataBy map[string]einocallbacks.SkillMetadata
|
||||
dynamicToolNames []string
|
||||
}
|
||||
|
||||
func NewRuntimeToolFilterMiddleware(
|
||||
collector *einocallbacks.RuntimeTraceCollector,
|
||||
toolMetadataByName map[string]einocallbacks.ToolMetadata,
|
||||
skillMetadataBy map[string]einocallbacks.SkillMetadata,
|
||||
dynamicToolNames []string,
|
||||
) *RuntimeToolFilterMiddleware {
|
||||
return &RuntimeToolFilterMiddleware{
|
||||
BaseChatModelAgentMiddleware: &adk.BaseChatModelAgentMiddleware{},
|
||||
collector: collector,
|
||||
toolMetadataByName: cloneToolMetadataMap(toolMetadataByName),
|
||||
skillMetadataBy: cloneSkillMetadataMap(skillMetadataBy),
|
||||
dynamicToolNames: append([]string(nil), dynamicToolNames...),
|
||||
}
|
||||
}
|
||||
|
||||
func (m *RuntimeToolFilterMiddleware) WrapModel(_ context.Context, cm model.BaseChatModel, mc *adk.ModelContext) (model.BaseChatModel, error) {
|
||||
if mc == nil {
|
||||
return cm, nil
|
||||
}
|
||||
return &runtimeToolFilterModelWrapper{
|
||||
cm: cm,
|
||||
allTools: append([]*schema.ToolInfo(nil), mc.Tools...),
|
||||
collector: m.collector,
|
||||
toolMetadataByName: m.toolMetadataByName,
|
||||
skillMetadataBy: m.skillMetadataBy,
|
||||
dynamicToolNames: append([]string(nil), m.dynamicToolNames...),
|
||||
}, nil
|
||||
}
|
||||
|
||||
func (m *RuntimeToolFilterMiddleware) WrapInvokableToolCall(_ context.Context, endpoint adk.InvokableToolCallEndpoint, tCtx *adk.ToolContext) (adk.InvokableToolCallEndpoint, error) {
|
||||
return func(ctx context.Context, argumentsInJSON string, opts ...einotool.Option) (string, error) {
|
||||
toolName := ""
|
||||
if tCtx != nil {
|
||||
toolName = strings.TrimSpace(tCtx.Name)
|
||||
}
|
||||
metadata, _ := resolveRuntimeToolMetadata(toolName, m.toolMetadataByName)
|
||||
if !isRuntimeBuiltinAlwaysAllowed(metadata.ToolCode) {
|
||||
activeSkill, restricted := m.resolveActiveSkill(ctx)
|
||||
if restricted && !isToolCodeAllowedForSkill(metadata.ToolCode, activeSkill.AllowedToolCodes) {
|
||||
return "", m.blockToolCall(metadata, argumentsInJSON, activeSkill)
|
||||
}
|
||||
}
|
||||
result, err := endpoint(ctx, argumentsInJSON, opts...)
|
||||
if err != nil {
|
||||
return result, err
|
||||
}
|
||||
if strings.TrimSpace(metadata.ToolCode) == toolx.BuiltinSkill.Code {
|
||||
_ = m.setActiveSkill(ctx, skillIDFromArguments(argumentsInJSON))
|
||||
return result, nil
|
||||
}
|
||||
if strings.TrimSpace(metadata.ToolCode) == toolx.BuiltinToolSearch.Code {
|
||||
activeSkill, restricted := m.resolveActiveSkill(ctx)
|
||||
if !restricted {
|
||||
return result, nil
|
||||
}
|
||||
filtered, filterErr := filterToolSearchResult(result, activeSkill.AllowedToolCodes, m.toolMetadataByName)
|
||||
if filterErr == nil {
|
||||
return filtered, nil
|
||||
}
|
||||
}
|
||||
return result, nil
|
||||
}, nil
|
||||
}
|
||||
|
||||
func (m *RuntimeToolFilterMiddleware) blockToolCall(metadata einocallbacks.ToolMetadata, argumentsInJSON string, activeSkill einocallbacks.SkillMetadata) error {
|
||||
err := fmt.Errorf("tool %s is not allowed for active skill %d", strings.TrimSpace(metadata.ToolCode), activeSkill.ID)
|
||||
if m.collector != nil {
|
||||
m.collector.AddToolItem(einocallbacks.ToolTraceItem{
|
||||
ToolCode: strings.TrimSpace(metadata.ToolCode),
|
||||
ServerCode: strings.TrimSpace(metadata.ServerCode),
|
||||
ToolName: strings.TrimSpace(metadata.ToolName),
|
||||
Arguments: parseRuntimeToolArguments(argumentsInJSON),
|
||||
Status: "error",
|
||||
ErrorMessage: err.Error(),
|
||||
Blocked: true,
|
||||
BlockedReason: "skill_tool_not_allowed",
|
||||
})
|
||||
}
|
||||
return err
|
||||
}
|
||||
|
||||
func (m *RuntimeToolFilterMiddleware) setActiveSkill(ctx context.Context, skillID string) error {
|
||||
skillID = strings.TrimSpace(skillID)
|
||||
if skillID == "" {
|
||||
return nil
|
||||
}
|
||||
return adk.SetRunLocalValue(ctx, activeSkillRunLocalKey, skillID)
|
||||
}
|
||||
|
||||
func (m *RuntimeToolFilterMiddleware) resolveActiveSkill(ctx context.Context) (einocallbacks.SkillMetadata, bool) {
|
||||
if len(m.skillMetadataBy) == 0 {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
value, found, err := adk.GetRunLocalValue(ctx, activeSkillRunLocalKey)
|
||||
if err != nil || !found {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
skillID, ok := value.(string)
|
||||
if !ok {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
skillID = strings.TrimSpace(skillID)
|
||||
if skillID == "" {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
skill, ok := m.skillMetadataBy[skillID]
|
||||
if !ok {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
if len(skill.AllowedToolCodes) == 0 {
|
||||
return skill, false
|
||||
}
|
||||
return skill, true
|
||||
}
|
||||
|
||||
type runtimeToolFilterModelWrapper struct {
|
||||
cm model.BaseChatModel
|
||||
allTools []*schema.ToolInfo
|
||||
collector *einocallbacks.RuntimeTraceCollector
|
||||
toolMetadataByName map[string]einocallbacks.ToolMetadata
|
||||
skillMetadataBy map[string]einocallbacks.SkillMetadata
|
||||
dynamicToolNames []string
|
||||
}
|
||||
|
||||
func (w *runtimeToolFilterModelWrapper) Generate(ctx context.Context, input []*schema.Message, opts ...model.Option) (*schema.Message, error) {
|
||||
tools := w.filteredTools(ctx, input)
|
||||
return w.cm.Generate(ctx, input, append(opts, model.WithTools(tools))...)
|
||||
}
|
||||
|
||||
func (w *runtimeToolFilterModelWrapper) Stream(ctx context.Context, input []*schema.Message, opts ...model.Option) (*schema.StreamReader[*schema.Message], error) {
|
||||
tools := w.filteredTools(ctx, input)
|
||||
return w.cm.Stream(ctx, input, append(opts, model.WithTools(tools))...)
|
||||
}
|
||||
|
||||
func (w *runtimeToolFilterModelWrapper) filteredTools(ctx context.Context, input []*schema.Message) []*schema.ToolInfo {
|
||||
tools := filterDynamicToolInfos(w.allTools, w.dynamicToolNames, input)
|
||||
activeSkill, restricted := resolveActiveSkillMetadata(ctx, w.skillMetadataBy)
|
||||
if restricted {
|
||||
tools = filterToolInfosBySkill(tools, w.toolMetadataByName, activeSkill.AllowedToolCodes)
|
||||
}
|
||||
if w.collector != nil {
|
||||
w.collector.SetFilteredToolCodes(extractToolCodesFromInfos(tools, w.toolMetadataByName))
|
||||
}
|
||||
return tools
|
||||
}
|
||||
|
||||
func resolveActiveSkillMetadata(ctx context.Context, skills map[string]einocallbacks.SkillMetadata) (einocallbacks.SkillMetadata, bool) {
|
||||
if len(skills) == 0 {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
value, found, err := adk.GetRunLocalValue(ctx, activeSkillRunLocalKey)
|
||||
if err != nil || !found {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
skillID, ok := value.(string)
|
||||
if !ok {
|
||||
return einocallbacks.SkillMetadata{}, false
|
||||
}
|
||||
skillID = strings.TrimSpace(skillID)
|
||||
skill, ok := skills[skillID]
|
||||
if !ok || len(skill.AllowedToolCodes) == 0 {
|
||||
return skill, false
|
||||
}
|
||||
return skill, true
|
||||
}
|
||||
|
||||
func filterDynamicToolInfos(allTools []*schema.ToolInfo, dynamicToolNames []string, messages []*schema.Message) []*schema.ToolInfo {
|
||||
if len(allTools) == 0 {
|
||||
return nil
|
||||
}
|
||||
selectedToolNames := extractSelectedDynamicToolNames(messages)
|
||||
if len(dynamicToolNames) == 0 {
|
||||
return append([]*schema.ToolInfo(nil), allTools...)
|
||||
}
|
||||
removeMap := invertStringSelection(dynamicToolNames, selectedToolNames)
|
||||
ret := make([]*schema.ToolInfo, 0, len(allTools))
|
||||
for _, info := range allTools {
|
||||
if info == nil {
|
||||
continue
|
||||
}
|
||||
if _, ok := removeMap[strings.TrimSpace(info.Name)]; ok {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, info)
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func extractSelectedDynamicToolNames(messages []*schema.Message) []string {
|
||||
if len(messages) == 0 {
|
||||
return nil
|
||||
}
|
||||
selected := make([]string, 0)
|
||||
for _, message := range messages {
|
||||
if message == nil || message.Role != schema.Tool || strings.TrimSpace(message.ToolName) != toolx.BuiltinToolSearch.Name {
|
||||
continue
|
||||
}
|
||||
var payload struct {
|
||||
SelectedTools []string `json:"selectedTools"`
|
||||
}
|
||||
if err := json.Unmarshal([]byte(strings.TrimSpace(message.Content)), &payload); err != nil {
|
||||
continue
|
||||
}
|
||||
for _, item := range payload.SelectedTools {
|
||||
item = strings.TrimSpace(item)
|
||||
if item == "" {
|
||||
continue
|
||||
}
|
||||
selected = append(selected, item)
|
||||
}
|
||||
}
|
||||
return selected
|
||||
}
|
||||
|
||||
func invertStringSelection(all []string, selected []string) map[string]struct{} {
|
||||
selectedSet := make(map[string]struct{}, len(selected))
|
||||
for _, item := range selected {
|
||||
item = strings.TrimSpace(item)
|
||||
if item == "" {
|
||||
continue
|
||||
}
|
||||
selectedSet[item] = struct{}{}
|
||||
}
|
||||
ret := make(map[string]struct{})
|
||||
for _, item := range all {
|
||||
item = strings.TrimSpace(item)
|
||||
if item == "" {
|
||||
continue
|
||||
}
|
||||
if _, ok := selectedSet[item]; ok {
|
||||
continue
|
||||
}
|
||||
ret[item] = struct{}{}
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func filterToolInfosBySkill(allTools []*schema.ToolInfo, toolMetadataByName map[string]einocallbacks.ToolMetadata, allowedToolCodes []string) []*schema.ToolInfo {
|
||||
if len(allTools) == 0 || len(allowedToolCodes) == 0 {
|
||||
return append([]*schema.ToolInfo(nil), allTools...)
|
||||
}
|
||||
ret := make([]*schema.ToolInfo, 0, len(allTools))
|
||||
for _, info := range allTools {
|
||||
if info == nil {
|
||||
continue
|
||||
}
|
||||
metadata, _ := resolveRuntimeToolMetadata(strings.TrimSpace(info.Name), toolMetadataByName)
|
||||
if isRuntimeBuiltinAlwaysAllowed(metadata.ToolCode) || isToolCodeAllowedForSkill(metadata.ToolCode, allowedToolCodes) {
|
||||
ret = append(ret, info)
|
||||
}
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func extractToolCodesFromInfos(infos []*schema.ToolInfo, toolMetadataByName map[string]einocallbacks.ToolMetadata) []string {
|
||||
ret := make([]string, 0, len(infos))
|
||||
for _, info := range infos {
|
||||
if info == nil {
|
||||
continue
|
||||
}
|
||||
metadata, ok := resolveRuntimeToolMetadata(strings.TrimSpace(info.Name), toolMetadataByName)
|
||||
if !ok || strings.TrimSpace(metadata.ToolCode) == "" {
|
||||
continue
|
||||
}
|
||||
ret = append(ret, metadata.ToolCode)
|
||||
}
|
||||
return toolx.NormalizeToolCodes(ret)
|
||||
}
|
||||
|
||||
func isToolCodeAllowedForSkill(toolCode string, allowedToolCodes []string) bool {
|
||||
toolCode = toolx.NormalizeToolCodeAlias(strings.TrimSpace(toolCode))
|
||||
if toolCode == "" {
|
||||
return true
|
||||
}
|
||||
for _, item := range toolx.NormalizeToolCodes(allowedToolCodes) {
|
||||
if item == toolCode {
|
||||
return true
|
||||
}
|
||||
}
|
||||
return false
|
||||
}
|
||||
|
||||
func isRuntimeBuiltinAlwaysAllowed(toolCode string) bool {
|
||||
toolCode = toolx.NormalizeToolCodeAlias(strings.TrimSpace(toolCode))
|
||||
return toolCode == toolx.BuiltinSkill.Code || toolCode == toolx.BuiltinToolSearch.Code
|
||||
}
|
||||
|
||||
func resolveRuntimeToolMetadata(toolName string, toolMetadataByName map[string]einocallbacks.ToolMetadata) (einocallbacks.ToolMetadata, bool) {
|
||||
toolName = strings.TrimSpace(toolName)
|
||||
if toolName == "" {
|
||||
return einocallbacks.ToolMetadata{}, false
|
||||
}
|
||||
if spec, ok := toolx.GetRegisteredToolSpecByName(toolName); ok {
|
||||
resolved := toolx.ResolveToolMetadata(spec.Code, spec.Name)
|
||||
return einocallbacks.ToolMetadata{
|
||||
ToolCode: resolved.ToolCode,
|
||||
ServerCode: resolved.ServerCode,
|
||||
ToolName: resolved.ToolName,
|
||||
SourceType: resolved.SourceType,
|
||||
}, true
|
||||
}
|
||||
metadata, ok := toolMetadataByName[toolName]
|
||||
return metadata, ok
|
||||
}
|
||||
|
||||
func skillIDFromArguments(argumentsInJSON string) string {
|
||||
var args struct {
|
||||
Skill string `json:"skill"`
|
||||
}
|
||||
if err := json.Unmarshal([]byte(strings.TrimSpace(argumentsInJSON)), &args); err != nil {
|
||||
return ""
|
||||
}
|
||||
return strings.TrimSpace(args.Skill)
|
||||
}
|
||||
|
||||
func parseRuntimeToolArguments(argumentsInJSON string) map[string]any {
|
||||
argumentsInJSON = strings.TrimSpace(argumentsInJSON)
|
||||
if argumentsInJSON == "" {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]any)
|
||||
if err := json.Unmarshal([]byte(argumentsInJSON), &ret); err != nil {
|
||||
return nil
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func filterToolSearchResult(result string, allowedToolCodes []string, toolMetadataByName map[string]einocallbacks.ToolMetadata) (string, error) {
|
||||
result = strings.TrimSpace(result)
|
||||
if result == "" {
|
||||
return result, nil
|
||||
}
|
||||
var payload struct {
|
||||
SelectedTools []string `json:"selectedTools"`
|
||||
}
|
||||
if err := json.Unmarshal([]byte(result), &payload); err != nil {
|
||||
return result, err
|
||||
}
|
||||
filtered := make([]string, 0, len(payload.SelectedTools))
|
||||
for _, toolName := range payload.SelectedTools {
|
||||
metadata, _ := resolveRuntimeToolMetadata(toolName, toolMetadataByName)
|
||||
if isToolCodeAllowedForSkill(metadata.ToolCode, allowedToolCodes) {
|
||||
filtered = append(filtered, strings.TrimSpace(toolName))
|
||||
}
|
||||
}
|
||||
payload.SelectedTools = filtered
|
||||
buf, err := json.Marshal(payload)
|
||||
if err != nil {
|
||||
return "", err
|
||||
}
|
||||
return string(buf), nil
|
||||
}
|
||||
|
||||
func cloneToolMetadataMap(input map[string]einocallbacks.ToolMetadata) map[string]einocallbacks.ToolMetadata {
|
||||
if len(input) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]einocallbacks.ToolMetadata, len(input))
|
||||
for key, value := range input {
|
||||
ret[key] = value
|
||||
}
|
||||
return ret
|
||||
}
|
||||
|
||||
func cloneSkillMetadataMap(input map[string]einocallbacks.SkillMetadata) map[string]einocallbacks.SkillMetadata {
|
||||
if len(input) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make(map[string]einocallbacks.SkillMetadata, len(input))
|
||||
for key, value := range input {
|
||||
value.AllowedToolCodes = append([]string(nil), value.AllowedToolCodes...)
|
||||
ret[key] = value
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,84 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
einocallbacks "agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
"github.com/cloudwego/eino/schema"
|
||||
)
|
||||
|
||||
func TestFilterDynamicToolInfos(t *testing.T) {
|
||||
allTools := []*schema.ToolInfo{
|
||||
{Name: toolx.BuiltinToolSearch.Name},
|
||||
{Name: "mcp_server_a"},
|
||||
{Name: "mcp_server_b"},
|
||||
}
|
||||
messages := []*schema.Message{
|
||||
{Role: schema.Tool, ToolName: toolx.BuiltinToolSearch.Name, Content: `{"selectedTools":["mcp_server_b"]}`},
|
||||
}
|
||||
|
||||
filtered := filterDynamicToolInfos(allTools, []string{"mcp_server_a", "mcp_server_b"}, messages)
|
||||
if len(filtered) != 2 {
|
||||
t.Fatalf("unexpected filtered tool count: %d", len(filtered))
|
||||
}
|
||||
if filtered[0].Name != toolx.BuiltinToolSearch.Name || filtered[1].Name != "mcp_server_b" {
|
||||
t.Fatalf("unexpected filtered tools: %#v", filtered)
|
||||
}
|
||||
}
|
||||
|
||||
func TestFilterToolInfosBySkill(t *testing.T) {
|
||||
allTools := []*schema.ToolInfo{
|
||||
{Name: toolx.BuiltinSkill.Name},
|
||||
{Name: toolx.BuiltinToolSearch.Name},
|
||||
{Name: toolx.GraphHandoffConversation.Name},
|
||||
{Name: "mcp_server_refund"},
|
||||
}
|
||||
toolMetadataByName := map[string]einocallbacks.ToolMetadata{
|
||||
toolx.GraphHandoffConversation.Name: {ToolCode: toolx.GraphHandoffConversation.Code, ToolName: toolx.GraphHandoffConversation.Name},
|
||||
"mcp_server_refund": {ToolCode: "mcp/refund", ToolName: "mcp_server_refund"},
|
||||
}
|
||||
|
||||
filtered := filterToolInfosBySkill(allTools, toolMetadataByName, []string{toolx.GraphHandoffConversation.Code})
|
||||
if len(filtered) != 3 {
|
||||
t.Fatalf("unexpected filtered tool count: %d", len(filtered))
|
||||
}
|
||||
if filtered[0].Name != toolx.BuiltinSkill.Name || filtered[1].Name != toolx.BuiltinToolSearch.Name || filtered[2].Name != toolx.GraphHandoffConversation.Name {
|
||||
t.Fatalf("unexpected filtered tools: %#v", filtered)
|
||||
}
|
||||
}
|
||||
|
||||
func TestFilterToolSearchResult(t *testing.T) {
|
||||
toolMetadataByName := map[string]einocallbacks.ToolMetadata{
|
||||
"mcp_server_refund": {ToolCode: "mcp/refund", ToolName: "mcp_server_refund"},
|
||||
"mcp_server_order": {ToolCode: "mcp/order", ToolName: "mcp_server_order"},
|
||||
}
|
||||
|
||||
got, err := filterToolSearchResult(`{"selectedTools":["mcp_server_refund","mcp_server_order"]}`, []string{"mcp/order"}, toolMetadataByName)
|
||||
if err != nil {
|
||||
t.Fatalf("filterToolSearchResult returned error: %v", err)
|
||||
}
|
||||
if got != `{"selectedTools":["mcp_server_order"]}` {
|
||||
t.Fatalf("unexpected filtered result: %s", got)
|
||||
}
|
||||
}
|
||||
|
||||
func TestExtractToolCodesFromInfos(t *testing.T) {
|
||||
infos := []*schema.ToolInfo{
|
||||
{Name: toolx.BuiltinSkill.Name},
|
||||
{Name: toolx.GraphPrepareTicketDraft.Name},
|
||||
{Name: "mcp_server_refund"},
|
||||
}
|
||||
toolMetadataByName := map[string]einocallbacks.ToolMetadata{
|
||||
toolx.GraphPrepareTicketDraft.Name: {ToolCode: toolx.GraphPrepareTicketDraft.Code, ToolName: toolx.GraphPrepareTicketDraft.Name},
|
||||
"mcp_server_refund": {ToolCode: "mcp/refund", ToolName: "mcp_server_refund"},
|
||||
}
|
||||
got := extractToolCodesFromInfos(infos, toolMetadataByName)
|
||||
if len(got) != 3 {
|
||||
t.Fatalf("unexpected tool codes: %#v", got)
|
||||
}
|
||||
if got[0] != toolx.BuiltinSkill.Code || got[1] != toolx.GraphPrepareTicketDraft.Code || got[2] != "mcp/refund" {
|
||||
t.Fatalf("unexpected tool codes order: %#v", got)
|
||||
}
|
||||
}
|
||||
@@ -1,66 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"strings"
|
||||
|
||||
runtimeinstruction "agent-desk/internal/ai/runtime/instruction"
|
||||
einocallbacks "agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/ai/runtime/registry"
|
||||
runtimetooling "agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
)
|
||||
|
||||
func buildInstructionTraceSummary(summary runtimeinstruction.AssemblySummary) einocallbacks.InstructionTraceSummary {
|
||||
return einocallbacks.InstructionTraceSummary{
|
||||
SectionTitles: append([]string(nil), summary.SectionTitles...),
|
||||
HasAgentRule: summary.HasAgentRule,
|
||||
HasSkillRule: summary.HasSkillRule,
|
||||
HasToolRule: summary.HasToolRule,
|
||||
}
|
||||
}
|
||||
|
||||
func buildRuntimeTraceToolMetadata(
|
||||
dynamicToolDefinitions []runtimetooling.MCPToolDefinition,
|
||||
staticToolMetadata map[string]registry.ToolMetadata,
|
||||
includeSkillTool bool,
|
||||
) map[string]einocallbacks.ToolMetadata {
|
||||
ret := make(map[string]einocallbacks.ToolMetadata, len(dynamicToolDefinitions)+len(staticToolMetadata)+1)
|
||||
for _, item := range dynamicToolDefinitions {
|
||||
modelName := strings.TrimSpace(item.ModelName)
|
||||
if modelName == "" {
|
||||
continue
|
||||
}
|
||||
ret[modelName] = einocallbacks.ToolMetadata{
|
||||
ToolCode: strings.TrimSpace(item.ToolCode),
|
||||
ServerCode: strings.TrimSpace(item.ServerCode),
|
||||
ToolName: strings.TrimSpace(item.ToolName),
|
||||
SourceType: enums.ToolSourceTypeMCP,
|
||||
}
|
||||
}
|
||||
for modelName, metadata := range staticToolMetadata {
|
||||
modelName = strings.TrimSpace(modelName)
|
||||
metadata.ToolCode = strings.TrimSpace(metadata.ToolCode)
|
||||
metadata.ServerCode = strings.TrimSpace(metadata.ServerCode)
|
||||
metadata.ToolName = strings.TrimSpace(metadata.ToolName)
|
||||
if modelName == "" || metadata.ToolCode == "" {
|
||||
continue
|
||||
}
|
||||
ret[modelName] = einocallbacks.ToolMetadata{
|
||||
ToolCode: metadata.ToolCode,
|
||||
ServerCode: metadata.ServerCode,
|
||||
ToolName: metadata.ToolName,
|
||||
SourceType: metadata.SourceType,
|
||||
}
|
||||
}
|
||||
if includeSkillTool {
|
||||
resolved := toolx.ResolveToolMetadata(toolx.BuiltinSkill.Code, toolx.BuiltinSkill.Name)
|
||||
ret[toolx.BuiltinSkill.Name] = einocallbacks.ToolMetadata{
|
||||
ToolCode: resolved.ToolCode,
|
||||
ServerCode: resolved.ServerCode,
|
||||
ToolName: resolved.ToolName,
|
||||
SourceType: resolved.SourceType,
|
||||
}
|
||||
}
|
||||
return ret
|
||||
}
|
||||
@@ -1,26 +0,0 @@
|
||||
package factory
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
runtimeinstruction "agent-desk/internal/ai/runtime/instruction"
|
||||
)
|
||||
|
||||
func TestBuildInstructionTraceSummary(t *testing.T) {
|
||||
got := buildInstructionTraceSummary(runtimeinstruction.AssemblySummary{
|
||||
SectionTitles: []string{"Agent 规则", "当前技能上下文"},
|
||||
HasAgentRule: true,
|
||||
HasSkillRule: true,
|
||||
HasToolRule: false,
|
||||
})
|
||||
|
||||
if len(got.SectionTitles) != 2 {
|
||||
t.Fatalf("unexpected section titles: %#v", got.SectionTitles)
|
||||
}
|
||||
if !got.HasAgentRule || !got.HasSkillRule {
|
||||
t.Fatalf("unexpected summary flags: %#v", got)
|
||||
}
|
||||
if got.HasToolRule {
|
||||
t.Fatalf("expected HasToolRule false, got %#v", got)
|
||||
}
|
||||
}
|
||||
@@ -1,69 +0,0 @@
|
||||
package store
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/base64"
|
||||
"time"
|
||||
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/repositories"
|
||||
|
||||
"github.com/cloudwego/eino/adk"
|
||||
"github.com/mlogclub/simple/sqls"
|
||||
)
|
||||
|
||||
var DefaultCheckPointStore adk.CheckPointStore = NewDBCheckPointStore()
|
||||
|
||||
type DBCheckPointStore struct{}
|
||||
|
||||
func NewDBCheckPointStore() *DBCheckPointStore {
|
||||
return &DBCheckPointStore{}
|
||||
}
|
||||
|
||||
func (s *DBCheckPointStore) Get(_ context.Context, checkPointID string) ([]byte, bool, error) {
|
||||
item := repositories.ConversationInterruptRepository.GetByCheckPointID(sqls.DB(), checkPointID)
|
||||
if item == nil || item.CheckPointData == "" {
|
||||
return nil, false, nil
|
||||
}
|
||||
return decodeCheckPointData(item.CheckPointData)
|
||||
}
|
||||
|
||||
func (s *DBCheckPointStore) Set(_ context.Context, checkPointID string, checkPoint []byte) error {
|
||||
item := repositories.ConversationInterruptRepository.GetByCheckPointID(sqls.DB(), checkPointID)
|
||||
if item == nil {
|
||||
item = buildEmptyInterrupt(checkPointID)
|
||||
}
|
||||
item.CheckPointData = encodeCheckPointData(checkPoint)
|
||||
if item.ConversationID == 0 && item.AIAgentID == 0 && item.SourceMessageID == 0 && item.Status == "" {
|
||||
return repositories.ConversationInterruptRepository.Create(sqls.DB(), item)
|
||||
}
|
||||
return repositories.ConversationInterruptRepository.UpsertByCheckPointID(sqls.DB(), item)
|
||||
}
|
||||
|
||||
func encodeCheckPointData(data []byte) string {
|
||||
if len(data) == 0 {
|
||||
return ""
|
||||
}
|
||||
return base64.StdEncoding.EncodeToString(data)
|
||||
}
|
||||
|
||||
func decodeCheckPointData(value string) ([]byte, bool, error) {
|
||||
if value == "" {
|
||||
return nil, false, nil
|
||||
}
|
||||
data, err := base64.StdEncoding.DecodeString(value)
|
||||
if err != nil {
|
||||
return nil, false, err
|
||||
}
|
||||
return data, true, nil
|
||||
}
|
||||
|
||||
func buildEmptyInterrupt(checkPointID string) *models.ConversationInterrupt {
|
||||
now := time.Now()
|
||||
return &models.ConversationInterrupt{
|
||||
CheckPointID: checkPointID,
|
||||
Status: "checkpointed",
|
||||
CreatedAt: now,
|
||||
UpdatedAt: now,
|
||||
}
|
||||
}
|
||||
+11
-11
@@ -5,7 +5,7 @@ import (
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/rag"
|
||||
"agent-desk/internal/ai/runtime/internal/impl/callbacks"
|
||||
"agent-desk/internal/ai/runtime/traces"
|
||||
"agent-desk/internal/models"
|
||||
"agent-desk/internal/pkg/enums"
|
||||
"agent-desk/internal/pkg/utils"
|
||||
@@ -47,8 +47,8 @@ type KnowledgeRetrieveResult struct {
|
||||
TopScore float64
|
||||
AnswerMode enums.KnowledgeAnswerMode
|
||||
Trace *rag.RetrieveTrace
|
||||
TraceItems []callbacks.RetrieverTraceItem
|
||||
TraceSummary callbacks.RetrieverTraceSummary
|
||||
TraceItems []traces.RetrieverTraceItem
|
||||
TraceSummary traces.RetrieverTraceSummary
|
||||
Policies []KnowledgeBaseRetrievePolicy
|
||||
}
|
||||
|
||||
@@ -231,7 +231,7 @@ func loadRuntimeKnowledgeBases(ids []int64) map[int64]models.KnowledgeBase {
|
||||
return ret
|
||||
}
|
||||
|
||||
func buildRetrieverTraceItems(queryPreview string, results []rag.RetrieveResult, trace *rag.RetrieveTrace) []callbacks.RetrieverTraceItem {
|
||||
func buildRetrieverTraceItems(queryPreview string, results []rag.RetrieveResult, trace *rag.RetrieveTrace) []traces.RetrieverTraceItem {
|
||||
if len(results) == 0 {
|
||||
return nil
|
||||
}
|
||||
@@ -239,9 +239,9 @@ func buildRetrieverTraceItems(queryPreview string, results []rag.RetrieveResult,
|
||||
if trace != nil {
|
||||
latencyMs = trace.EmbeddingMs + trace.VectorSearchMs + trace.HydrateMs
|
||||
}
|
||||
ret := make([]callbacks.RetrieverTraceItem, 0, len(results))
|
||||
ret := make([]traces.RetrieverTraceItem, 0, len(results))
|
||||
for _, item := range results {
|
||||
ret = append(ret, callbacks.RetrieverTraceItem{
|
||||
ret = append(ret, traces.RetrieverTraceItem{
|
||||
Query: queryPreview,
|
||||
KnowledgeBaseID: item.KnowledgeBaseID,
|
||||
DocumentID: item.DocumentID,
|
||||
@@ -253,8 +253,8 @@ func buildRetrieverTraceItems(queryPreview string, results []rag.RetrieveResult,
|
||||
return ret
|
||||
}
|
||||
|
||||
func buildRetrieverTraceSummary(opts KnowledgeRetrieveOptions, policies []KnowledgeBaseRetrievePolicy, contextResults []rag.RetrieveResult, results []rag.RetrieveResult, trace *rag.RetrieveTrace) callbacks.RetrieverTraceSummary {
|
||||
ret := callbacks.RetrieverTraceSummary{
|
||||
func buildRetrieverTraceSummary(opts KnowledgeRetrieveOptions, policies []KnowledgeBaseRetrievePolicy, contextResults []rag.RetrieveResult, results []rag.RetrieveResult, trace *rag.RetrieveTrace) traces.RetrieverTraceSummary {
|
||||
ret := traces.RetrieverTraceSummary{
|
||||
TopK: opts.TopK,
|
||||
ScoreThreshold: opts.ScoreThreshold,
|
||||
ContextMaxTokens: opts.ContextMaxTokens,
|
||||
@@ -277,13 +277,13 @@ func buildRetrieverTraceSummary(opts KnowledgeRetrieveOptions, policies []Knowle
|
||||
return ret
|
||||
}
|
||||
|
||||
func buildRetrieverPolicyTraceItems(policies []KnowledgeBaseRetrievePolicy) []callbacks.RetrieverPolicyTraceItem {
|
||||
func buildRetrieverPolicyTraceItems(policies []KnowledgeBaseRetrievePolicy) []traces.RetrieverPolicyTraceItem {
|
||||
if len(policies) == 0 {
|
||||
return nil
|
||||
}
|
||||
ret := make([]callbacks.RetrieverPolicyTraceItem, 0, len(policies))
|
||||
ret := make([]traces.RetrieverPolicyTraceItem, 0, len(policies))
|
||||
for _, item := range policies {
|
||||
ret = append(ret, callbacks.RetrieverPolicyTraceItem{
|
||||
ret = append(ret, traces.RetrieverPolicyTraceItem{
|
||||
KnowledgeBaseID: item.KnowledgeBaseID,
|
||||
TopK: item.TopK,
|
||||
ScoreThreshold: item.ScoreThreshold,
|
||||
+1
-1
@@ -1,4 +1,4 @@
|
||||
package adapter
|
||||
package tooling
|
||||
|
||||
import (
|
||||
"encoding/json"
|
||||
@@ -8,8 +8,8 @@ import (
|
||||
"strings"
|
||||
|
||||
"agent-desk/internal/ai/mcps"
|
||||
impladapter "agent-desk/internal/ai/runtime/internal/impl/adapter"
|
||||
"agent-desk/internal/ai/runtime/registry"
|
||||
"agent-desk/internal/ai/runtime/tooling"
|
||||
"agent-desk/internal/pkg/i18nx"
|
||||
"agent-desk/internal/pkg/toolx"
|
||||
|
||||
@@ -277,5 +277,5 @@ func cloneArguments(input map[string]any) map[string]any {
|
||||
}
|
||||
|
||||
func buildToolCallResultSummary(result *mcps.ToolCallResult) string {
|
||||
return impladapter.BuildReducedToolResultSummary(result)
|
||||
return tooling.BuildReducedToolResultSummary(result)
|
||||
}
|
||||
|
||||
+1
-1
@@ -1,4 +1,4 @@
|
||||
package callbacks
|
||||
package traces
|
||||
|
||||
type ToolTraceItem struct {
|
||||
ToolCode string `json:"toolCode"`
|
||||
@@ -13,7 +13,7 @@ import (
|
||||
|
||||
"agent-desk/internal/ai"
|
||||
"agent-desk/internal/ai/runtime/graphs"
|
||||
"agent-desk/internal/ai/runtime/internal/impl/retrievers"
|
||||
"agent-desk/internal/ai/runtime/retrievers"
|
||||
"agent-desk/internal/ai/workflow/dsl"
|
||||
workflowregistry "agent-desk/internal/ai/workflow/registry"
|
||||
"agent-desk/internal/models"
|
||||
|
||||
Reference in New Issue
Block a user