Create app.py

app.py

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+from crewai import Agent, Task, Crew, LLM
+import gradio as gr
+
+def create_crew():
+    """Creates a CrewAI team with specialized agents."""
+    
+    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.",
+        backstory="An expert in data collection, analysis, and extracting insights from various sources.",
+        llm=llm_model
+    )
+    
+    # Writer Agent
+    writer = Agent(
+        role="Writer",
+        goal="Summarize research findings into a well-structured and coherent report.",
+        backstory="A seasoned writer with expertise in transforming raw information into clear and concise text.",
+        llm=llm_model
+    )
+    
+    # LaTeX Document Creator Agent
+    latex_creator = Agent(
+        role="LaTeX Document Creator",
+        goal="Convert the summarized report into a well-formatted LaTeX document.",
+        backstory="A skilled document formatter who ensures professional presentation in LaTeX.",
+        llm=llm_model
+    )
+    
+    # Research Task
+    research_task = Task(
+        description="Conduct in-depth research on Machine Learning for effort estimation.",
+        agent=researcher,
+        expected_output='Detailed and accurate information on Machine Learning in effort estimation.'
+    )
+    
+    # Writing Task
+    writing_task = Task(
+        description="Based on the research findings, generate a concise and well-structured summary.",
+        agent=writer,
+        expected_output='A clear and structured summary of the research findings.'
+    )
+    
+    # LaTeX Document Creation Task
+    latex_task = Task(
+        description="Transform the research summary into a properly formatted LaTeX document.",
+        agent=latex_creator,
+        expected_output='A LaTeX document containing the summarized research.'
+    )
+    
+    # Assemble the Crew
+    crew_team = Crew(
+        agents=[researcher, writer, latex_creator],
+        tasks=[research_task, writing_task, latex_task]
+    )
+    
+    return crew_team
+
+def execute_crew(input_text):
+    """Executes the CrewAI workflow."""
+    crew_team = create_crew()
+    result = crew_team.kickoff()
+    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),
+    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."
+)
+
+if __name__ == "__main__":
+    interface.launch()