Another prompt try

app.py

@@ -130,7 +130,13 @@ def extract_db_code(text):
     return [match.strip() for match in matches]
 
 def generate_dummy_db(db_info, question):
-    pre_prompt = "Generate a SQLite database with dummy data for this database from the DB Layout."
+    pre_prompt = """
+    Generate a SQLite database with dummy data for this database from the DB Layout. Your task is to generate just a database, no queries. For each input do the following:
+        1. Breakdown the Question into small pieces and explain what the question is asking for.
+        2. Write code to create the specified dummy database using the same exact table and column names used from the DB Layout.
+        3. Write code to insert dummy data relevant to the Question.
+        4. Output the datbase code in a single code block. Don't write any queries or SELECT statements in the code.
+    """
     prompt = pre_prompt + "\n\nDB Layout:" + db_info + "\n\nQuestion: " + question
 
     while True:
@@ -138,7 +144,6 @@ def generate_dummy_db(db_info, question):
             response = openai.ChatCompletion.create(
                 model="gpt-3.5-turbo",
                 messages=[
-                    {"role": "system", "content": "You are a SQLite dummy database generator. For each input do the following:\n1. Breakdown the Question into small pieces and analyze what it is asking for. \n2. Create the specified dummy database using the same exact table and column names used from the DB Layout.\n3. Insert dummy data relevant to the Question.\n4. Output the datbase code in a code block."},
                     {"role": "user", "content": prompt}
                 ],
                 #temperature=0.7,