app/routers/ingest.py

@@ -1,25 +1,21 @@
 """
-app/routers/ingest.py
-API-Endpunkte für WP-11 (Discovery & Persistence).
-Fixed Async/Await Integration with Discovery Service.
+app/routers/ingest.py - DEBUG VERSION
 """
 import os
 import time
 import logging
 from fastapi import APIRouter, HTTPException
 from pydantic import BaseModel
-from typing import Optional, Dict, Any
+from typing import Optional, List, Dict, Any
 
 from app.core.ingestion import IngestionService
-# WICHTIG: Wir nutzen wieder den spezialisierten DiscoveryService
-from app.services.discovery import DiscoveryService
+from app.core.retriever import Retriever
+from app.models.dto import QueryRequest
 
 logger = logging.getLogger(__name__)
-
 router = APIRouter()
 
 # --- DTOs ---
-
 class AnalyzeRequest(BaseModel):
     text: str
     type: str = "concept"
@@ -35,20 +31,61 @@ class SaveResponse(BaseModel):
     note_id: str
     stats: Dict[str, Any]
 
-# --- Services ---
-discovery_service = DiscoveryService()
-
 # --- Endpoints ---
 
 @router.post("/analyze")
 async def analyze_draft(req: AnalyzeRequest):
     """
-    WP-11 Intelligence: Liefert Link-Vorschläge (Exact + Semantic).
+    WP-11 Intelligence: Liefert Link-Vorschläge.
+    DEBUG MODE: Threshold gesenkt, Logging erhöht.
     """
     try:
-        # Wir delegieren an den Service, der Exact Matching, Config und Semantik beherrscht
-        result = await discovery_service.analyze_draft(req.text, req.type)
-        return result
+        retriever = Retriever()
+        suggestions = []
+        
+        query_text = req.text[:400]
+        logger.info(f"ANALYZING TEXT: '{query_text}' (Type: {req.type})")
+
+        if not query_text.strip():
+            return {"suggestions": []}
+
+        # Wir suchen
+        hits_result = await retriever.search(QueryRequest(query=query_text, top_k=5, mode="hybrid"))
+        
+        logger.info(f"RETRIEVER FOUND: {len(hits_result.results)} raw hits")
+
+        seen_titles = set()
+        for hit in hits_result.results:
+            # Titel holen
+            title = hit.payload.get("title") or hit.payload.get("note_id") or hit.node_id
+            
+            # Logging für jeden Treffer
+            logger.info(f" -> CHECK HIT: {title} | Score: {hit.total_score:.4f}")
+
+            if not title or title in seen_titles: 
+                continue
+            seen_titles.add(title)
+            
+            # Edge Logic
+            edge_kind = "related_to"
+            if req.type == "project": edge_kind = "depends_on"
+            if req.type == "decision": edge_kind = "references"
+            
+            # --- ÄNDERUNG: THRESHOLD GESENKT ---
+            # War vorher 0.65. Jetzt 0.3 für Tests.
+            if hit.total_score > 0.3:
+                suggestions.append({
+                    "target_title": title,
+                    "target_id": hit.node_id,
+                    "suggested_markdown": f"[[rel:{edge_kind} {title}]]",
+                    "reason": f"Semantisch ähnlich ({hit.total_score:.2f})",
+                    "type": "semantic"
+                })
+            else:
+                logger.info(f"    -> SKIPPED (Score too low)")
+                
+        logger.info(f"RETURNING {len(suggestions)} SUGGESTIONS")
+        return {"suggestions": suggestions}
 
     except Exception as e:
         logger.error(f"Analyze failed: {e}", exc_info=True)
@@ -56,36 +93,24 @@ async def analyze_draft(req: AnalyzeRequest):
 
 @router.post("/save", response_model=SaveResponse)
 async def save_note(req: SaveRequest):
-    """
-    WP-11 Persistence: Speichert Markdown physisch und indiziert es sofort.
-    """
+    """WP-11 Persistence"""
     try:
-        # 1. Pfad-Setup
         vault_root = os.getenv("MINDNET_VAULT_ROOT", "./vault")
         abs_vault_root = os.path.abspath(vault_root)
         
         if not os.path.exists(abs_vault_root):
-            try:
             os.makedirs(abs_vault_root, exist_ok=True)
-            except Exception:
-                raise HTTPException(status_code=500, detail=f"Vault root missing and cannot create: {abs_vault_root}")
 
-        # 2. Filename
         final_filename = req.filename
         if not final_filename:
             final_filename = f"draft_{int(time.time())}.md"
 
-        # 3. Ingestion Service (Async)
         ingest_service = IngestionService() 
+        logger.info(f"Saving {final_filename}")
 
-        logger.info(f"Saving {final_filename} to {req.folder}")
-
-        # Async Call zum Ingestion Service
-        result = await ingest_service.create_from_text(
+        result = await ingest_service.save_and_index(
             markdown_content=req.markdown_content,
-            filename=final_filename,
-            vault_root=abs_vault_root,
-            folder=req.folder
+            filename=final_filename
         )
         
         if result.get("status") == "error":
@@ -93,12 +118,9 @@ async def save_note(req: SaveRequest):
             
         return SaveResponse(
             status="success",
-            file_path=result.get("path", "unknown"),
+            file_path=result.get("file_path", "unknown"),
             note_id=result.get("note_id", "unknown"),
-            stats={
-                "chunks": result.get("chunks_count", 0),
-                "edges": result.get("edges_count", 0)
-            }
+            stats=result.get("stats", {})
         )
 
     except HTTPException as he: