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kafkaWorker.py

@@ -56,6 +56,8 @@ def send_results_back(full_results: dict[str, any], job_application_id: str):
         "job_application_id": job_application_id,
         **full_results
     }
+    body['score'] = body['score'].tolist()[0]
+    
     print(f"Sending data: {body}")
     response = requests.patch(url, json=body, headers=headers)
     print(f"Data sent with status code {response.status_code}")

requirements.txt

@@ -4,4 +4,5 @@ sentence-transformers
 scikit-learn
 python-dotenv
 kafka-python
-pandas
+pandas
+numpy