embed conversation history

main.py

@@ -51,18 +51,21 @@ Android, Apache, BGL, Hadoop, HDFS, HealthApp, HPC, Linux, Mac, OpenSSH, OpenSta
     return agent
 
 
-def stream_agent_updates(agent, user_input: str):
+def stream_agent_updates(agent, user_input: str, conversation_history: list):
-    """Stream agent updates for a user input."""
+    """Stream agent updates for a user input with conversation history."""
     # Create a human message
     message = HumanMessage(content=user_input)
     
+    # Add the new message to conversation history
+    conversation_history.append(message)
+    
     print("\nAgent: ", end="", flush=True)
     
-    # Use the agent's stream method to get real-time updates
+    # Use the agent's stream method to get real-time updates with full conversation
     final_response = ""
     tool_calls_made = False
     
-    for event in agent.stream({"messages": [message]}, stream_mode="updates"):
+    for event in agent.stream({"messages": conversation_history}, stream_mode="updates"):
         for node_name, node_output in event.items():
             if node_name == "agent" and "messages" in node_output:
                 last_message = node_output["messages"][-1]
@@ -91,6 +94,9 @@ def stream_agent_updates(agent, user_input: str):
             print(f"\n\n{final_response}")
         else:
             print(final_response)
+        # Add the agent's response to conversation history
+        from langchain_core.messages import AIMessage
+        conversation_history.append(AIMessage(content=final_response))
     else:
         print("No response generated.")
     
@@ -138,6 +144,7 @@ def main():
     print("Type 'quit', 'exit', or 'q' to exit the chat.")
     print("Type 'help' or 'h' for help and examples.")
     print("Type 'graph' to see the agent structure.")
+    print("Type 'clear' or 'reset' to clear conversation history.")
     print("⚠️  WARNING: This agent has shell access - use with caution!")
     print("📊 Available log analysis capabilities:")
     print("   - Analyze log files in the loghub directory")
@@ -160,6 +167,8 @@ def main():
         return
     
     # Start the chat loop
+    conversation_history = []  # Initialize conversation history
+    
     while True:
         try:
             user_input = input("\nUser: ")
@@ -178,13 +187,18 @@ def main():
                 print("  - 'List all available log files'")
                 print("  - 'Find error patterns in Linux logs'")
                 print("  - 'Check disk usage on the system'")
+                print("  - 'clear': Clear conversation history")
                 continue
             elif user_input.lower() in ["graph", "structure"]:
                 visualize_agent(agent)
                 continue
+            elif user_input.lower() in ["clear", "reset"]:
+                conversation_history = []
+                print("🗑️ Conversation history cleared!")
+                continue
             
             if user_input.strip():
-                stream_agent_updates(agent, user_input)
+                stream_agent_updates(agent, user_input, conversation_history)
             else:
                 print("Please enter a message.")