Update app.py

app.py

@@ -14,30 +14,27 @@ client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
 #     return prompt
 def format_prompt(topic, description, difficulty):
     prompt = (
-        f"You are an expert educator. Generate structured educational content on the topic '{topic}'. "
+        f"You are an expert educator. Generate highly engaging and structured educational content on the topic '{topic}'. "
         f"Use the following description as context: '{description}'. "
-        f"The content should be suitable for a '{difficulty}' difficulty level and follow this exact structure:\n\n"
-        f"1. Title: A clear and concise title for the topic.\n"
-        f"2. Sections: Each section must include:\n"
-        f"   - Subheading: A descriptive subheading summarizing the section.\n"
-        f"   - Reading Content: Detailed content explaining the section, broken into well-organized paragraphs.\n"
-        f"3. Ensure the output is formatted as follows:\n\n"
-        f"   Title: [Your Topic Title]\n\n"
-        f"   Section 1:\n"
-        f"   Subheading: [Subheading for Section 1]\n"
-        f"   Reading Content:\n"
-        f"   [Detailed explanation for Section 1]\n\n"
-        f"   Section 2:\n"
-        f"   Subheading: [Subheading for Section 2]\n"
-        f"   Reading Content:\n"
-        f"   [Detailed explanation for Section 2]\n\n"
-        f"4. Repeat the structure for each additional section.\n\n"
-        f"Ensure the output is consistent, with headings, subheadings, and content for every section."
+        f"The content should be suitable for a '{difficulty}' difficulty level and MUST strictly follow this format:\n\n"
+        f"Title: [The title of the topic]\n\n"
+        f"Section 1:\n"
+        f"Subheading: [A clear subheading summarizing the section]\n"
+        f"Reading Content:\n"
+        f"[Detailed explanation of the section content]\n\n"
+        f"Section 2:\n"
+        f"Subheading: [A clear subheading summarizing the section]\n"
+        f"Reading Content:\n"
+        f"[Detailed explanation of the section content]\n\n"
+        f"Repeat this structure for all additional sections.\n\n"
+        f"Do not generate any hashtags, extra symbols, or additional formats outside the specified structure. "
+        f"Ensure all content is well-structured, concise, and informative."
     )
     return prompt
 
 
 
+
 # The function to generate learning content based on the inputs
 def generate_learning_content(topic, description, difficulty, temperature=0.9, max_new_tokens=2000, top_p=0.95, repetition_penalty=1.2):
     temperature = max(float(temperature), 1e-2)  # Ensure minimum temperature