Add application file

app.py

@@ -6,30 +6,28 @@ LCG_SERVICE_URL_v1 = "http://bore.testsprep.online:8082/v1/theory_lcg"
 LCG_SERVICE_URL_v2 = "http://bore.testsprep.online:8081/v1/theory_lcg"
 LCG_SERVICE_URL_v3 = "http://bore.testsprep.online:8083/v1/theory_lcg"
 
-
 MODEL2SERVICE = {
     'llama-3.1-sft-awq': LCG_SERVICE_URL_v1,
     'hermes-3-llama3.1-sft-lora': LCG_SERVICE_URL_v2,
     'qwen2-1.5b-full-sft': LCG_SERVICE_URL_v3
 }
 
-
 weights_mapping = {
-  'beginner': {
-      'easy': 0.6,
-      'medium': 0.2,
-      'hard': 0.2
-  },
-  'intermediate': {
-      'easy': 0.2,
-      'medium': 0.6,
-      'hard': 0.2
-  },
-  'advanced': {
-      'easy': 0.2,
-      'medium': 0.2,
-      'hard': 0.6
-  }
+    'beginner': {
+        'easy': 0.6,
+        'medium': 0.2,
+        'hard': 0.2
+    },
+    'intermediate': {
+        'easy': 0.2,
+        'medium': 0.6,
+        'hard': 0.2
+    },
+    'advanced': {
+        'easy': 0.2,
+        'medium': 0.2,
+        'hard': 0.6
+    }
 }
 
 template_los = """0. Identify the challenges in Matching sentence endings: More endings than questions, Some endings may be grammatically correct but not connected to the main ideas in the text, Information for possible endings is placed randomly in the passage
@@ -73,7 +71,9 @@ def get_response_message(config):
     except:
         return {"message": f"Hiện tại chúng tôi chưa hỗ trợ mô hình {config['model_name']}."}
 
-def generate_questions(model_name, user_level, num_questions, question_type, language, explanation_language, context, learning_outcomes, mode):
+
+def generate_questions(model_name, user_level, num_questions, question_type, language, explanation_language, context,
+                       learning_outcomes, mode):
     if mode == "Reviewing" and not context.strip():
         return {"error": "Với chế độ Reviewing, Context không được để trống."}
 
@@ -94,13 +94,14 @@ def generate_questions(model_name, user_level, num_questions, question_type, lan
 iface = gr.Interface(
     fn=generate_questions,
     inputs=[
-        gr.Dropdown(list(MODEL2SERVICE.keys()), label="Model Usage"),
-        gr.Dropdown(["beginner", "intermediate", "advanced"], label="User Level"),
+        gr.Dropdown(list(MODEL2SERVICE.keys()), label="Model Usage", value=0),
+        gr.Dropdown(["beginner", "intermediate", "advanced"], label="User Level", value=0),
         gr.Number(value=5, label="Number of Questions"),
         gr.Dropdown(["Short answer", "Single choice", "Multiple choice"], label="Question Type"),
         gr.Dropdown(["English", "Vietnamese"], label="Language"),
         gr.Dropdown(["English", "Vietnamese"], label="Explanation Language"),
-        gr.Textbox(lines=5, placeholder="Enter context here...", label="Context (Lesson content or Reading comprehension passage)"),
+        gr.Textbox(lines=5, placeholder="Enter context here...",
+                   label="Context (Lesson content or Reading comprehension passage)"),
         gr.Textbox(lines=5, value=template_los, label="Learning Outcomes"),
         gr.Dropdown(["Reviewing", "Practicing"], label="Mode")
     ],