update links

README.md

@@ -87,7 +87,8 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
 | [Text2SQL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-text2sql) | ★☆☆ <br> *Beginner* | Convert natural language to SQL queries with an auto-debug loop |
 | [MCP](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-mcp) | ★☆☆ <br> *Beginner* |  Agent using Model Context Protocol for numerical operations |
 | [A2A](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-a2a) | ★☆☆ <br> *Beginner* | Agent wrapped with Agent-to-Agent protocol for inter-agent communication |
-| [Web HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-web-hitl) | ★☆☆ <br> *Beginner* | A minimal web service for a human review loop with SSE updates |
+| [Streamlit HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-streamlit-hitl) | ★☆☆ <br> *Beginner* | Streamlit app for human-in-the-loop review |
+| [FastAPI HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-fastapi-hitl)    | ★☆☆ <br> *Beginner* | FastAPI app  for async human review loop with SSE |
 
 </div>
 

cookbook/pocketflow-streamlit-hitl/app.py

@@ -30,12 +30,18 @@ with st.expander("Show Session State (Shared Data)"):
     st.json(display_state)
 
 # --- Stage: Initial Input ---
-if st.session_state.stage == "initial":
-    st.header("1. Submit Data for Processing")
-    # Use st.session_state.task_input directly for the text area's value
-    task_input_value = st.text_area("Enter data to process:", value=st.session_state.task_input, height=150)
+st.header("1. Submit Data for Processing")
+task_input_value = st.text_area(
+    "Enter data to process:", 
+    value=st.session_state.task_input, 
+    height=150, 
+    disabled=(st.session_state.stage != "initial")
+)
 
-    if st.button("Submit"):
+# Disable button if not in 'initial' stage
+submit_button_disabled = (st.session_state.stage != "initial")
+if st.button("Submit", disabled=submit_button_disabled):
+    if not submit_button_disabled: # Process click only if button was not meant to be disabled
         if not task_input_value.strip():
             st.error("Please enter some data to process.")
         else:
@@ -70,17 +76,21 @@ if st.session_state.stage == "initial":
                 # Keep stage as initial
 
 # --- Stage: Awaiting Review ---
-elif st.session_state.stage == "awaiting_review":
-    st.header("2. Review Processed Output")
-    # Get processed output directly from session state
-    processed_output = st.session_state.get("processed_output", "Error: Processed output not found!")
+st.header("2. Review Processed Output")
+# Get processed output directly from session state
+processed_output = st.session_state.get("processed_output", "No output to review yet.")
+# Display placeholder if no output yet or not in review stage
+output_to_display = processed_output if st.session_state.stage == "awaiting_review" else "Output will appear here after submission."
 
-    st.subheader("Output to Review:")
-    st.markdown(f"```\n{str(processed_output)}\n```") # Display as markdown code block
+st.subheader("Output to Review:")
+st.markdown(f"```\\n{str(output_to_display)}\\n```") # Display as markdown code block
 
-    col1, col2, _ = st.columns([1, 1, 5]) # Layout buttons
-    with col1:
-        if st.button("Approve"):
+col1, col2, _ = st.columns([1, 1, 5]) # Layout buttons
+with col1:
+    # Disable button if not in 'awaiting_review' stage
+    approve_button_disabled = (st.session_state.stage != "awaiting_review")
+    if st.button("Approve", disabled=approve_button_disabled):
+        if not approve_button_disabled: # Process click only if button was not meant to be disabled
             print("Approve button clicked.")
             st.session_state.error_message = None
             try:
@@ -106,51 +116,61 @@ elif st.session_state.stage == "awaiting_review":
                 st.rerun() # Rerun to show error message
 
     with col2:
-        if st.button("Reject"):
-            print("Reject button clicked.")
-            st.session_state.error_message = None # Clear previous errors
-            # Go back to initial stage to allow modification/resubmission
-            st.session_state.stage = "initial"
-            # Keep the rejected output visible in the input field for modification
-            st.session_state.task_input = st.session_state.get("processed_output", st.session_state.task_input)
-            # Clear the processed output so it doesn't linger
-            if "processed_output" in st.session_state: del st.session_state.processed_output
-            if "final_result" in st.session_state: del st.session_state.final_result
-            st.info("Task rejected. Modify the input below and resubmit.")
-            print("Task rejected. Moving back to 'initial' stage.")
-            st.rerun()
+        # Disable button if not in 'awaiting_review' stage
+        reject_button_disabled = (st.session_state.stage != "awaiting_review")
+        if st.button("Reject", disabled=reject_button_disabled):
+            if not reject_button_disabled: # Process click only if button was not meant to be disabled
+                print("Reject button clicked.")
+                st.session_state.error_message = None # Clear previous errors
+                # Go back to initial stage to allow modification/resubmission
+                st.session_state.stage = "initial"
+                # Keep the rejected output visible in the input field for modification
+                st.session_state.task_input = st.session_state.get("processed_output", st.session_state.task_input)
+                # Clear the processed output so it doesn't linger
+                if "processed_output" in st.session_state: del st.session_state.processed_output
+                if "final_result" in st.session_state: del st.session_state.final_result
+                st.info("Task rejected. Modify the input below and resubmit.")
+                print("Task rejected. Moving back to 'initial' stage.")
+                st.rerun()
 
 # --- Stage: Completed ---
-elif st.session_state.stage == "completed":
-    st.header("3. Task Completed")
-    # Get final result directly from session state
-    final_result = st.session_state.get("final_result", "Error: Final result not found!")
-    st.subheader("Final Result:")
-    st.success("Task approved and completed successfully!")
-    st.text_area("", value=str(final_result), height=200, disabled=True)
+st.header("3. Task Completed")
+# Get final result directly from session state
+final_result = st.session_state.get("final_result", "Task not completed yet.")
+# Display placeholder if not completed
+result_to_display = final_result if st.session_state.stage == "completed" else "Final result will appear here upon completion."
 
-    if st.button("Start Over"):
+st.subheader("Final Result:")
+if st.session_state.stage == "completed":
+    st.success("Task approved and completed successfully!")
+st.text_area("", value=str(result_to_display), height=200, disabled=True) # Always disabled for display
+
+# Disable button if not in 'completed' or 'rejected_final' stage
+start_over_button_disabled = not (st.session_state.stage == "completed" or st.session_state.stage == "rejected_final")
+if st.button("Start Over", disabled=start_over_button_disabled):
+    if not start_over_button_disabled: # Process click only if button was not meant to be disabled
         print("Start Over button clicked.")
         reset_state()
         st.rerun()
 
-# --- Stage: Rejected ---
-elif st.session_state.stage == "rejected_final":
-    st.header("3. Task Rejected")
+# --- Stage: Rejected -- (This section appears to be for a final rejected state, let's adjust for visibility)
+# elif st.session_state.stage == "rejected_final": # Removed conditional rendering
+# We'll integrate the display of rejection into the "Task Completed" area or manage it distinctly
+# For now, this specific "rejected_final" header might be redundant if we always show "3. Task Completed" area
+# And handle the message within it.
+
+if st.session_state.stage == "rejected_final":
+    st.header("3. Task Rejected") # This can be shown when in this specific state.
     st.error("The processed output was rejected.")
     # Get rejected output directly from session state
     rejected_output = st.session_state.get("processed_output", "")
     if rejected_output:
         st.text_area("Rejected Output:", value=str(rejected_output), height=150, disabled=True)
-        
-    if st.button("Start Over"):
-        print("Start Over button clicked.")
-        reset_state()
-        st.rerun()
+    # The "Start Over" button for this state is handled by the one in "Task Completed" section due to shared disabling logic.
 
 # --- Display Error Messages ---
 if st.session_state.error_message:
     st.error(st.session_state.error_message)
-
 # --- Add a button to reset state anytime (for debugging) ---
 # st.sidebar.button("Reset State", on_click=reset_state) # Removed sidebar
+

cookbook/pocketflow-streamlit-hitl/utils/process_task.py

@@ -7,7 +7,7 @@ def process_task(task_input: str) -> str:
     """
     print(f"Processing task: {task_input[:50]}...")
 
-    result = f"Rephrased text for the following input: {task_input}"
+    result = f"Dummy rephrased text for the following input: {task_input}"
 
     # Simulate some work
     time.sleep(2)