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app.py

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+import os
+from dotenv import load_dotenv
+load_dotenv()
+from fastapi import FastAPI, UploadFile, File
+from fastapi.staticfiles import StaticFiles
+from typing import List
+from processor.pipeline import run_card_pipeline
+from processor.zipper import standardize_and_zip
+from fastapi.responses import FileResponse, JSONResponse, Response
+
+app = FastAPI(title="CardProcessor-Pro")
+
+# Serve static files for the UI
+os.makedirs("static", exist_ok=True)
+app.mount("/static", StaticFiles(directory="static"), name="static")
+
+@app.get("/")
+def serve_index():
+    return FileResponse("static/index.html")
+
+@app.post("/api/process")
+async def process_images(files: List[UploadFile] = File(...)):
+    """
+    Receives multiple images, processes them (bg removal, crop, upscale, redact),
+    and returns a ZIP file containing the processed outputs.
+    """
+    processed_images = []
+    
+    for file in files:
+        try:
+            img_bytes = await file.read()
+            processed_img = run_card_pipeline(img_bytes)
+            processed_images.append((file.filename, processed_img))
+        except Exception as e:
+            print(f"Error processing {file.filename}: {e}")
+            continue
+            
+    if not processed_images:
+        return JSONResponse(status_code=400, content={"error": "No valid images could be processed."})
+        
+    try:
+        zip_stream = standardize_and_zip(processed_images)
+        return Response(
+            content=zip_stream.getvalue(),
+            media_type="application/zip",
+            headers={"Content-Disposition": "attachment; filename=processed_cards.zip"}
+        )
+    except Exception as e:
+        return JSONResponse(status_code=500, content={"error": f"Failed to zip images: {str(e)}"})
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run("app:app", host="0.0.0.0", port=8000, reload=True)