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app.py

@@ -712,3 +712,15 @@ def health_check():
     if not GEMINI_API_KEY or genai is None:
         msg += " (No GEMINI_API_KEY/configured SDK — LLM refinement skipped.)"
     return {"status": "ok", "message": msg, "hint": "POST /extract-bill-data with {'document':'<url>'}"}
+
+from fastapi import BackgroundTasks
+
+@app.get("/run-all-samples")
+async def run_all_samples(background: BackgroundTasks):
+    def task():
+        import run_all_samples
+        run_all_samples.main()
+
+    background.add_task(task)
+    return {"status": "started", "message": "Running extraction on all 15 samples in background."}
+