feat: Add Conversation Memory Support to Agent

empire_chain/cookbooks/memory_chat_example.py

@@ -0,0 +1,23 @@
+from empire_chain.agent.agent import Agent
+from empire_chain.memory.conversation_memory import ConversationBufferMemory
+
+# Create memory instance
+memory = ConversationBufferMemory()
+
+# Create agent with memory
+agent = Agent(memory=memory)
+
+# Register a dummy function
+def get_weather(location: str) -> str:
+    """Get current weather in a location"""
+    return f"The weather in {location} is sunny."
+
+agent.register_function(get_weather)
+
+# Query 1: Explicit location
+out1 = agent.process_query("What's the weather in Mumbai?")
+print("First:", out1)
+
+# Query 2: Implicit context (tests memory)
+out2 = agent.process_query("What about in Delhi?")
+print("Second:", out2)