Update app.py

app.py

@@ -1,15 +1,18 @@
 from crewai import Agent, Task, Crew, LLM
 import gradio as gr
+import os
 
-def create_crew():
-    """Creates a CrewAI team with specialized agents."""
+
+
+def create_crew(topic):
+    """Creates a CrewAI team with specialized agents for any research topic."""
     
     llm_model = LLM(model="groq/llama-3.3-70b-versatile")
     
     # Researcher Agent
     researcher = Agent(
         role="Researcher",
-        goal="Gather comprehensive and accurate information on a given topic.",
+        goal=f"Gather comprehensive and accurate information on the topic: {topic}.",
         backstory="An expert in data collection, analysis, and extracting insights from various sources.",
         llm=llm_model
     )
@@ -32,9 +35,9 @@ def create_crew():
     
     # Research Task
     research_task = Task(
-        description="Conduct in-depth research on Machine Learning for effort estimation.",
+        description=f"Conduct in-depth research on {topic}.",
         agent=researcher,
-        expected_output='Detailed and accurate information on Machine Learning in effort estimation.'
+        expected_output=f'Detailed and accurate information on {topic}.'
     )
     
     # Writing Task
@@ -60,18 +63,20 @@ def create_crew():
     return crew_team
 
 def execute_crew(input_text):
-    """Executes the CrewAI workflow."""
-    crew_team = create_crew()
+    """Executes the CrewAI workflow for the given topic."""
+    print("Executing CrewAI with input:", input_text)
+    crew_team = create_crew(input_text)
     result = crew_team.kickoff()
+    print("CrewAI Output:", result)
     return result
 
 # Gradio Interface
 interface = gr.Interface(
     fn=execute_crew,
-    inputs=gr.Text(value="Conduct in-depth research on Machine Learning for effort estimation.", interactive=False),
+    inputs=gr.Text(value="Enter a topic for research", interactive=True, placeholder="e.g., Quantum Computing"),
     outputs="text",
     title="Crew AI - Research and LaTeX Report Generator",
-    description="Click the button to execute the AI team that will research and generate a LaTeX report on Machine Learning for effort estimation."
+    description="Enter any topic, and the AI team will research and generate a LaTeX report based on it."
 )
 
 if __name__ == "__main__":