Refactor async interaction with AgentWorkflow to include context parameter

app.py

@@ -1,5 +1,6 @@
 from llama_index.core.agent.workflow import AgentWorkflow
 from llama_index.llms.huggingface_api import HuggingFaceInferenceAPI
+from llama_index.core.workflow import Context
 
 # Import our custom tools from their modules
 from tools import get_weather_info_tool, get_hub_stats_tool, search_tool
@@ -19,9 +20,10 @@ alfred = AgentWorkflow.from_tools_or_functions(
     verbose=True,
 )
 
+ctx = Context(alfred)
 # Define a function to interact with the AgentWorkflow
-async def async_interact_with_agent(input_text):
-    response = await alfred.run(input_text)
+async def async_interact_with_agent(input_text, ctx=ctx):
+    response = await alfred.run(input_text, ctx=ctx)
     return response
 
 def interact_with_agent(input_text):