Update fusion_engine.py

fusion_engine.py

@@ -28,6 +28,7 @@ from dotenv import load_dotenv
 from session_manager import session_manager
 from orchestrator import orchestrator
 from mission_engine import buffer_manager, mission_evaluator, ObservationEvent
+from tactical_specialists import tactical_specialists
 
 # ── Paths ──
 BASE_DIR = os.path.dirname(os.path.abspath(__file__))
@@ -767,7 +768,34 @@ async def analyze_multimodal(
             else:
                 break
 
-        # --- FINAL REPORTING ---
+        # --- TACTICAL TOOLS ENDPOINTS ---
+
+class IdentifyRequest(BaseModel):
+    session_id: str
+    image_b64: str  # The cropped image in base64
+
+@app.post("/api/tools/identify")
+async def identify_target(req: IdentifyRequest):
+    """Manual identification tool for user-provided crops."""
+    try:
+        # 1. Decode base64 to PIL
+        header, encoded = req.image_b64.split(",", 1) if "," in req.image_b64 else (None, req.image_b64)
+        image_data = base64.b64decode(encoded)
+        image = Image.open(io.BytesIO(image_data)).convert("RGB")
+        
+        # 2. Process with Florence-2 (Tactical Specialist)
+        identification = tactical_specialists.identify_region(image)
+        
+        return {
+            "status": "success",
+            "identification": identification,
+            "timestamp": time.time()
+        }
+    except Exception as e:
+        logger.error(f"[API] Identification tool error: {e}")
+        return {"status": "error", "message": str(e)}
+
+# --- CORE ROUTES ---
         # situational_report is now sourced directly from the refined phased result
         situational_report = phased_result.get("fusion_caption") or "Analysis complete."