package tools import ( "context" "cs-ai-agent/internal/ai/runtime/graphs" "cs-ai-agent/internal/ai/runtime/registry" "cs-ai-agent/internal/models" "cs-ai-agent/internal/pkg/toolx" einotool "github.com/cloudwego/eino/components/tool" "github.com/cloudwego/eino/schema" einojsonschema "github.com/eino-contrib/jsonschema" orderedmap "github.com/wk8/go-ordered-map/v2" ) type AnalyzeConversationTool struct { conversation models.Conversation } func NewAnalyzeConversationTool() *AnalyzeConversationTool { return &AnalyzeConversationTool{} } func (t *AnalyzeConversationTool) Spec() toolx.ToolSpec { return toolx.GraphAnalyzeConversation } func (t *AnalyzeConversationTool) Name() string { return toolx.GraphAnalyzeConversation.Name } func (t *AnalyzeConversationTool) Code() string { return toolx.GraphAnalyzeConversation.Code } func (t *AnalyzeConversationTool) Enabled(ctx registry.Context) bool { return true } func (t *AnalyzeConversationTool) Build(ctx registry.Context) (einotool.BaseTool, error) { if !t.Enabled(ctx) { return nil, nil } return &AnalyzeConversationTool{conversation: ctx.Conversation}, nil } func (t *AnalyzeConversationTool) Info(ctx context.Context) (*schema.ToolInfo, error) { return &schema.ToolInfo{ Name: toolx.GraphAnalyzeConversation.Name, Desc: "Graph Tool。用于整理当前对话摘要、识别投诉/资金/情绪等风险信号,并给出继续解答、建单或转人工的建议。", ParamsOneOf: schema.NewParamsOneOfByJSONSchema(&einojsonschema.Schema{ Version: einojsonschema.Version, Type: "object", Properties: orderedmap.New[string, *einojsonschema.Schema](orderedmap.WithInitialData( orderedmap.Pair[string, *einojsonschema.Schema]{ Key: "goal", Value: &einojsonschema.Schema{ Type: "string", Description: "当前分析目标,例如判断是否需要转人工、是否需要建单、是否需要做风险质检。", }, }, orderedmap.Pair[string, *einojsonschema.Schema]{ Key: "observedIssue", Value: &einojsonschema.Schema{ Type: "string", Description: "当前观察到的主要问题或诉求。", }, }, orderedmap.Pair[string, *einojsonschema.Schema]{ Key: "needTicket", Value: &einojsonschema.Schema{ Type: "boolean", Description: "是否重点评估建单必要性。", }, }, orderedmap.Pair[string, *einojsonschema.Schema]{ Key: "needHumanHandoff", Value: &einojsonschema.Schema{ Type: "boolean", Description: "是否重点评估转人工必要性。", }, }, orderedmap.Pair[string, *einojsonschema.Schema]{ Key: "needQualityCheck", Value: &einojsonschema.Schema{ Type: "boolean", Description: "是否重点做风险/质检分析。", }, }, orderedmap.Pair[string, *einojsonschema.Schema]{ Key: "additionalContext", Value: &einojsonschema.Schema{ Type: "string", Description: "补充上下文,例如你已发现的争议点、投诉点或业务限制。", }, }, )), }), Extra: map[string]any{ "toolCode": toolx.GraphAnalyzeConversation.Code, "sourceType": toolx.GraphAnalyzeConversation.SourceType, }, }, nil } func (t *AnalyzeConversationTool) InvokableRun(ctx context.Context, argumentsInJSON string, opts ...einotool.Option) (string, error) { return graphs.NewAnalyzeConversationGraph(t.conversation).Run(ctx, argumentsInJSON) }