ya

app/main.py

@@ -8,12 +8,6 @@ from groq import Groq
 GROQ_API_KEY = "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"
 groq_client = Groq(api_key=GROQ_API_KEY)
 
-def save_to_file(content: str, filename: str) -> str:
-    filepath = f"/tmp/{filename}"
-    with open(filepath, 'w', encoding='utf-8') as file:
-        file.write(content)
-    return filepath
-
 def transcribe_audio(audio_path: str):
     with open(audio_path, "rb") as audio_file:
         response = groq_client.audio.transcriptions.create(
@@ -42,11 +36,6 @@ def summarize_soap(dialogue: str):
     )
     return response_soap.choices[0].message.content
 
-def generate_soap(transcription: str):
-    soap_content = summarize_soap(transcription)
-    soap_file = save_to_file(soap_content, "soap_summary.txt")
-    return soap_content, soap_file
-
 def detect_medical_tags(dialogue: str):
     prompt_tags = f"""
     Identifikasi dan berikan luaran dalam bahasa Indonesia tags berikut dari percakapan dengan format:
@@ -64,11 +53,6 @@ def detect_medical_tags(dialogue: str):
     )
     return response_tags.choices[0].message.content
 
-def generate_tags(transcription: str):
-    tags_content = detect_medical_tags(transcription)
-    tags_file = save_to_file(tags_content, "medical_tags.txt")
-    return tags_content, tags_file
-
 app = FastAPI(title="Medical Transcription Pipeline (Groq API)")
 
 @app.get("/")
@@ -87,17 +71,15 @@ async def full_process(audio: UploadFile = File(...)):
 
         transcription = transcribe_audio(temp_audio_path)
 
-        soap_content, soap_file = generate_soap(transcription)
-        tags_content, tags_file = generate_tags(transcription)
+        soap_content = summarize_soap(transcription)
+        tags_content = detect_medical_tags(transcription)
 
         os.remove(temp_audio_path)
 
         return {
             "transcription": transcription,
             "soap_content": soap_content,
-            "soap_file": soap_file,
-            "tags_content": tags_content,
-            "tags_file": tags_file
+            "tags_content": tags_content
         }
     except Exception as e:
         return {"error": str(e)}
@@ -109,14 +91,12 @@ class TranscriptionInput(BaseModel):
 async def soap_tags(data: TranscriptionInput):
     transcript_text = data.dialogue
 
-    soap_content, soap_file = generate_soap(transcript_text)
-    tags_content, tags_file = generate_tags(transcript_text)
+    soap_content = summarize_soap(transcript_text)
+    tags_content = detect_medical_tags(transcript_text)
 
     return {
         "soap_content": soap_content,
-        "soap_file": soap_file,
-        "tags_content": tags_content,
-        "tags_file": tags_file
+        "tags_content": tags_content
     }
 
 if __name__ == "__main__":