Update app.py

app.py

@@ -5,38 +5,39 @@ import time
 
 genai.configure(api_key=os.environ["GEMINI_API_KEY"])
 
-# Set up the model
-generation_config = {
-  "temperature": 1,
-  "top_p": 0.95,
-  "top_k": 64,
-  "max_output_tokens": 8192,
-}
+# 모델 설정을 함수 내부로 이동
+def generate_curriculum(prompt):
+  generation_config = {
+    "temperature": 1,
+    "top_p": 0.95,
+    "top_k": 64,
+    "max_output_tokens": 15000,
+  }
 
-safety_settings = [
-  {
-    "category": "HARM_CATEGORY_HARASSMENT",
-    "threshold": "BLOCK_NONE"
-  },
-  {
-    "category": "HARM_CATEGORY_HATE_SPEECH",
-    "threshold": "BLOCK_NONE"
-  },
-  {
-    "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
-    "threshold": "BLOCK_NONE"
-  },
-  {
-    "category": "HARM_CATEGORY_DANGEROUS_CONTENT",
-    "threshold": "BLOCK_NONE"
-  },
-]
+  safety_settings = [
+    {
+      "category": "HARM_CATEGORY_HARASSMENT",
+      "threshold": "BLOCK_NONE"
+    },
+    {
+      "category": "HARM_CATEGORY_HATE_SPEECH",
+      "threshold": "BLOCK_NONE"
+    },
+    {
+      "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
+      "threshold": "BLOCK_NONE"
+    },
+    {
+      "category": "HARM_CATEGORY_DANGEROUS_CONTENT",
+      "threshold": "BLOCK_NONE"
+    },
+  ]
 
-model = genai.GenerativeModel(model_name="gemini-1.5-pro",
+  # 세션마다 새로운 모델 인스턴스 생성
+  model = genai.GenerativeModel(model_name="gemini-1.5-pro",
                               generation_config=generation_config,
                               safety_settings=safety_settings)
 
-def generate_curriculum(prompt):
   prompt_parts = [
     "Concept-based inquiry learning expert",
     "학습주제 학습주제",
@@ -55,14 +56,15 @@ def generate_curriculum(prompt):
       yield full_text
       time.sleep(0.05)  # 약간의 지연 추가
   except Exception as e:
-    yield f"에러 발생: {str(e)}" 
+    yield f"에러 발생: {str(e)}"
 
+# 인터페이스 설정 (변경 없음)
 iface = gr.Interface(
     fn=generate_curriculum,
-    inputs=gr.Textbox(lines=1, label="학습주제 입력"),
-    outputs=gr.Textbox(lines=20, label="개념기반 탐구학습"),
-    title="개념기반 탐구학습 챗봇",
-    description="학습주제를 입력하면 개념기반 탐구학습을 설계합니다."
+    inputs=gr.Textbox(lines=1, label="성취기준 입력"),
+    outputs=gr.Textbox(lines=20, label="개념기반 교육과정"),
+    title="개념기반 교육과정 챗봇",
+    description="성취기준을 입력하면 개념기반 교육과정을 설계합니다."
 )
 
 iface.launch()