gitignore + layout update

.gitignore

@@ -0,0 +1,5 @@
+test/
+
+hg_secrets.py
+
+test.py

app.py

@@ -97,9 +97,6 @@ def validate_email(email):
     return re.match(email_regex, email) is not None
 
 
-
-
-
 def submit_prompt(email, name, system_prompt_1, system_prompt_2, system_prompt_3):
     """
     Handles the full submission process:
@@ -185,7 +182,7 @@ def submit_prompt(email, name, system_prompt_1, system_prompt_2, system_prompt_3
                         model="gpt-4o-mini",
                         messages=[
                             {"role": "system", "content": system_prompt_2},
-                            {"role": "user", "content": f"Target company context: \n{output1} \n\nDocument:\n {doc}"}
+                            {"role": "user", "content": f"Target company context: \n{output1} \n\n Paragraph:\n {doc}"}
                         ]
                     )
                     output2 += "\n" + response.choices[0].message.content.strip()
@@ -194,13 +191,13 @@ def submit_prompt(email, name, system_prompt_1, system_prompt_2, system_prompt_3
                     
             # Prepare the final output for LLM3.
             
-            answer = output2.strip()
+            output2 = output2.strip()
             try:
                 response = client.chat.completions.create(
                     model="gpt-4o-mini",
                     messages=[
                         {"role": "system", "content": system_prompt_3},
-                        {"role": "user", "content": f"Extracted information: \n{answer}"}
+                        {"role": "user", "content": f"Extracted information: \n{output2}"}
                     ]
                 )
                 answer = response.choices[0].message.content.strip()
@@ -471,6 +468,14 @@ Target Company Mentioned: No
   "contains_target_firm": false
 }
 ```
+
+| Field                  | Default Value if Missing | Type      |
+| ---------------------- | ------------------------ | --------- |
+| `buyer_firm`           | `"unknown"`              | `string`  |
+| `seller_firm`          | `"unknown"`              | `string`  |
+| `third_party`          | `"unknown"`              | `string`  |
+| `contains_target_firm` | `false`                  | `boolean` |
+
 """)
 
         # Challenge instructions and testing guidance