Update app.py

app.py

@@ -14,22 +14,30 @@ client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
 #     return prompt
 def format_prompt(topic, description, difficulty):
     prompt = (
-        f"You are an expert educator. Generate highly engaging, educational, and structured content on the topic '{topic}'. "
+        f"You are an expert educator. Generate 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 should follow this structure:\n\n"
-        f"1. Title: Provide a concise and captivating title for the content.\n"
-        f"2. Introduction: Write an engaging introduction that sets the stage for the topic.\n"
-        f"3. Key Points: Present the main points or concepts related to the topic in clear, logical sections. "
-        f"Each section should have:\n"
-        f"   - Heading: A clear and descriptive heading for the section.\n"
-        f"   - Description: A detailed explanation of the concept, broken into paragraphs if necessary.\n"
-        f"4. Conclusion: Summarize the key takeaways and encourage further exploration or application of the topic.\n\n"
-        f"Ensure the writing is informative, captivating, easy to follow, and formatted properly with headings and descriptions. "
-        f"The content must be concise yet detailed, suitable for the specified difficulty level."
+        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."
     )
     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