Update app.py

app.py

@@ -13,8 +13,7 @@ def generate_more_factors(problem_statement, user_factors):
         f"set of factors responsible for solving the problem. Provide your suggestions as a bullet list."
     )
 
-    # 2. Call Hugging Face inference API
-    # Replace 'gpt2' with another model if needed.
+    # 2. Call Hugging Face inference API (using a sample model; replace as needed)
     API_URL = "https://api-inference.huggingface.co/models/gpt2"
     token = st.secrets.get("HF_API_TOKEN", "")
     headers = {"Authorization": f"Bearer {token}"} if token else {}
@@ -23,8 +22,8 @@ def generate_more_factors(problem_statement, user_factors):
     if response.status_code == 200:
         result = response.json()
         if isinstance(result, list) and result and "generated_text" in result[0]:
-            # Remove the prompt from the generated output if it is repeated.
             generated = result[0]["generated_text"]
+            # Remove the prompt from the generated output
             suggestions = generated[len(prompt):].strip()
             return suggestions
         else:
@@ -34,39 +33,57 @@ def generate_more_factors(problem_statement, user_factors):
 
 def main():
     st.title("Problem Statement and Factor Guess")
-    st.write("Provide your problem statement and suggest factors (one per row). You can add additional rows as needed.")
+    st.write("Enter your problem statement and factors. The UI is organized into four horizontal levels:")
 
-    # 1. Problem Statement
-    problem_statement = st.text_input("1. Enter your problem statement:")
-
-    st.write("2. Enter your factors (each factor in a separate textbox):")
-
-    # 2. Dynamic factor inputs stored in session_state
+    # Initialize session state variables
     if "factor_rows" not in st.session_state:
         st.session_state.factor_rows = [""]
+    if "llm_suggestions" not in st.session_state:
+        st.session_state.llm_suggestions = None
+
+    # Create four columns for the four levels
+    col1, col2, col3, col4 = st.columns(4)
+
+    # Level 1: Problem Statement (Left-most column)
+    with col1:
+        st.header("Level 1: Problem Statement")
+        problem_statement = st.text_input("Enter your problem statement:")
+
+    # Level 2: User-Provided Factors
+    with col2:
+        st.header("Level 2: Your Factors")
+        factor_inputs = []
+        for i in range(len(st.session_state.factor_rows)):
+            key = f"factor_{i}"
+            value = st.text_input(f"Factor {i+1}", value=st.session_state.factor_rows[i], key=key)
+            factor_inputs.append(value)
+            st.session_state.factor_rows[i] = value
 
-    factor_inputs = []
-    for i in range(len(st.session_state.factor_rows)):
-        key = f"factor_{i}"
-        # Display a text input for each factor row.
-        value = st.text_input(f"Factor {i+1}", value=st.session_state.factor_rows[i], key=key)
-        factor_inputs.append(value)
-        st.session_state.factor_rows[i] = value
+        if st.button("Add Factor Row", key="add_row"):
+            st.session_state.factor_rows.append("")
+            try:
+                st.experimental_rerun()
+            except AttributeError:
+                st.write("Row added. Please refresh the page to see the new row.")
 
-    # 3. Button to add more rows
-    if st.button("Add Factor Row"):
-        st.session_state.factor_rows.append("")
-        st.experimental_rerun()
+    # Level 3: Generate More Factors Button
+    with col3:
+        st.header("Level 3: Generate More Factors")
+        if st.button("Generate More Factors", key="generate_factors"):
+            if not problem_statement.strip():
+                st.error("Please enter a problem statement before generating factors.")
+            else:
+                with st.spinner("Generating more factors..."):
+                    suggestions = generate_more_factors(problem_statement, factor_inputs)
+                st.session_state.llm_suggestions = suggestions
 
-    # 4. Button to generate more factors using the LLM
-    if st.button("Generate More Factors"):
-        if not problem_statement.strip():
-            st.error("Please enter a problem statement before generating additional factors.")
+    # Level 4: LLM Suggestions Display
+    with col4:
+        st.header("Level 4: LLM Suggestions")
+        if st.session_state.llm_suggestions:
+            st.write(st.session_state.llm_suggestions)
         else:
-            with st.spinner("Generating more factors..."):
-                suggestions = generate_more_factors(problem_statement, factor_inputs)
-            st.markdown("### Generated Factors")
-            st.write(suggestions)
+            st.write("LLM suggestions will appear here after you click 'Generate More Factors'.")
 
 if __name__ == "__main__":
     main()