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package action
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"os"
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"time"
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)
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// GraphRAGQueryInput for Memory System endpoint
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type GraphRAGQueryInput struct {
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WorkflowID string `json:"workflow_id"`
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Query string `json:"query"`
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SearchType string `json:"search_type"`
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RelationType string `json:"relation_type"`
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ConfidenceFloor float64 `json:"confidence_floor"`
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TopK int `json:"top_k"`
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RankingProfile string `json:"ranking_profile"`
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Canvas CanvasWithRelationsData `json:"canvas"`
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}
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// GraphRAGQueryOutput from Memory System
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type GraphRAGQueryOutput struct {
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WorkflowID string `json:"workflow_id"`
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Query string `json:"query"`
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Edges []EdgeWithWording `json:"edges"`
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Paths []QueryPathData `json:"paths"`
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TotalCount int `json:"total_count"`
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HasMore bool `json:"has_more"`
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ExecutionMs int64 `json:"execution_time_ms"`
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}
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type QueryPathData struct {
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SourceID string `json:"source_id"`
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TargetID string `json:"target_id"`
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Distance int `json:"distance"`
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PathCount int `json:"path_count"`
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NodeIDs []string `json:"node_ids"`
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Confidence float64 `json:"total_confidence"`
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}
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// QueryGraphRAGActivity queries Memory System for semantic relations
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func QueryGraphRAGActivity(ctx context.Context, input GraphRAGQueryInput) (GraphRAGQueryOutput, error) {
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logger := newActivityLogger(ctx)
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output := GraphRAGQueryOutput{
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WorkflowID: input.WorkflowID,
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Query: input.Query,
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Edges: []EdgeWithWording{},
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Paths: []QueryPathData{},
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}
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logger.logf("info", "Querying GraphRAG: %s", input.Query)
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// Get Memory Service URL from env
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memoryURL := os.Getenv("MEMORY_SERVICE_URL")
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if memoryURL == "" {
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memoryURL = "http://localhost:8000"
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}
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// Build payload for Memory System
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payload := map[string]interface{}{
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"workflow_id": input.WorkflowID,
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"query": input.Query,
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"search_type": input.SearchType,
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"relation_type": input.RelationType,
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"confidence_floor": input.ConfidenceFloor,
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"top_k": input.TopK,
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"ranking_profile": input.RankingProfile,
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"canvas_nodes": input.Canvas.Nodes,
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"canvas_edges": input.Canvas.Edges,
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"relations": input.Canvas.Relations,
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}
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reqBody, err := json.Marshal(payload)
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if err != nil {
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return output, fmt.Errorf("failed to marshal payload: %w", err)
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}
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// Call Memory System unified query endpoint
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req, err := http.NewRequestWithContext(
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ctx,
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"POST",
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memoryURL+"/workflows/query",
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bytes.NewReader(reqBody),
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)
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if err != nil {
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return output, fmt.Errorf("failed to create request: %w", err)
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}
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req.Header.Set("Content-Type", "application/json")
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if token := ctx.Value("jwt_token"); token != nil {
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %v", token))
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}
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startTime := time.Now()
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client := &http.Client{Timeout: 30 * time.Second}
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resp, err := client.Do(req)
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if err != nil {
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return output, fmt.Errorf("failed to call Memory Service: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != 200 {
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body, _ := io.ReadAll(resp.Body)
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return output, fmt.Errorf("Memory Service returned %d: %s", resp.StatusCode, string(body))
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}
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// Parse response
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var graphResp struct {
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Edges []EdgeWithWording `json:"edges"`
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Paths []QueryPathData `json:"paths"`
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TotalCount int `json:"total_count"`
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HasMore bool `json:"has_more"`
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}
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if err := json.NewDecoder(resp.Body).Decode(&graphResp); err != nil {
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return output, fmt.Errorf("failed to decode response: %w", err)
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}
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output.Edges = graphResp.Edges
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output.Paths = graphResp.Paths
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output.TotalCount = graphResp.TotalCount
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output.HasMore = graphResp.HasMore
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output.ExecutionMs = time.Since(startTime).Milliseconds()
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logger.logf("info", "GraphRAG returned %d edges, %d paths in %dms",
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len(output.Edges), len(output.Paths), output.ExecutionMs)
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return output, nil
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}
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