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Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
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@@ -203,223 +203,4 @@ if __name__ == "__main__":
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print("-"*(60 + len(" App Starting ")) + "\n")
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print("Launching Gradio Interface for Basic Agent Evaluation...")
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demo.launch(debug=True, share=False)
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# import os
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# import gradio as gr
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# import requests
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# import pandas as pd
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# from langchain_core.messages import HumanMessage
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# from agent import build_graph
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# # --- Constants ---
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# DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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# class BasicAgent:
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# """A langgraph agent using OpenAI."""
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# def __init__(self):
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# print("=== INITIALIZING OPENAI BASIC AGENT ===")
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# print(f"Current working directory: {os.getcwd()}")
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# print(f"Files in directory: {os.listdir('.')}")
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# # Check environment variables
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# print("=== ENVIRONMENT VARIABLES ===")
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# for key in sorted(os.environ.keys()):
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# if any(term in key.upper() for term in ['OPENAI', 'API_KEY', 'TOKEN', 'TAVILY']):
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# value = os.environ[key]
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# print(f"{key}: {value[:10] if value else 'None'}...")
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# # Check specifically for OpenAI API key
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# openai_key = os.getenv("OPENAI_API_KEY")
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# if openai_key:
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# print(f"✓ OpenAI API Key found: {openai_key[:15]}...")
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# else:
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# print("✗ OpenAI API Key not found!")
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# print("Please add OPENAI_API_KEY to your Hugging Face Space secrets")
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# try:
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# self.graph = build_graph()
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# print("✓ Graph built successfully")
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# except Exception as e:
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# print(f"✗ Error building graph: {e}")
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# raise e
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# def __call__(self, question: str) -> str:
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# print(f"=== AGENT CALL ===")
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# print(f"Question: {question[:100]}...")
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# try:
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# messages = [HumanMessage(content=question)]
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# print(f"Invoking graph with messages: {len(messages)}")
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# result = self.graph.invoke({"messages": messages})
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# print(f"Graph result keys: {result.keys() if isinstance(result, dict) else 'Not a dict'}")
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# if 'messages' in result and result['messages']:
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# answer = result['messages'][-1].content
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# print(f"Answer (first 100 chars): {answer[:100]}...")
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# return answer
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# else:
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# print("No messages in result")
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# return "I apologize, but I couldn't generate a response."
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# except Exception as e:
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# print(f"Error in agent call: {e}")
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# return f"Error: {str(e)}"
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# def run_and_submit_all(profile: gr.OAuthProfile | None):
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# print("=== STARTING RUN AND SUBMIT ===")
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# space_id = os.getenv("SPACE_ID")
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# print(f"Space ID: {space_id}")
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# if not profile:
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# return "Please Login to Hugging Face with the button.", None
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# username = profile.username
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# print(f"Username: {username}")
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# api_url = DEFAULT_API_URL
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# questions_url = f"{api_url}/questions"
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# submit_url = f"{api_url}/submit"
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# print("=== INITIALIZING AGENT ===")
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# try:
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# agent = BasicAgent()
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# print("✓ Agent initialized successfully")
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# except Exception as e:
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# error_msg = f"Error initializing agent: {e}"
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# print(error_msg)
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# return error_msg, None
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# agent_code = f"https://huggingface.co/spaces/{space_id}/tree/main"
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# print(f"Agent code URL: {agent_code}")
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# print("=== FETCHING QUESTIONS ===")
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# try:
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# resp_q = requests.get(questions_url, timeout=15)
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# resp_q.raise_for_status()
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# questions = resp_q.json()
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# print(f"✓ Fetched {len(questions)} questions")
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# except Exception as e:
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# error_msg = f"Error fetching questions: {e}"
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# print(error_msg)
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# return error_msg, None
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# results_log = []
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# answers = []
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# print("=== PROCESSING QUESTIONS ===")
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# for i, item in enumerate(questions):
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# task_id = item.get("task_id")
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# q = item.get("question")
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# print(f"\n--- Question {i+1}/{len(questions)} ---")
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# print(f"Task ID: {task_id}")
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# print(f"Question: {q[:100]}...")
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# if not task_id or q is None:
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# print("Skipping - missing task_id or question")
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# continue
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# try:
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# print("Calling agent...")
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# ans = agent(q)
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# print(f"Answer: {ans[:100]}...")
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# answers.append({"task_id": task_id, "submitted_answer": ans})
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# results_log.append({"Task ID": task_id, "Question": q, "Submitted Answer": ans})
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# print("✓ Question processed successfully")
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# except Exception as e:
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# error_msg = f"ERROR: {e}"
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# print(f"✗ Error processing question: {error_msg}")
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# results_log.append({"Task ID": task_id, "Question": q, "Submitted Answer": error_msg})
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# if not answers:
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# return "Agent did not produce any answers to submit.", pd.DataFrame(results_log)
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# print(f"=== SUBMITTING {len(answers)} ANSWERS ===")
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# payload = {"username": username.strip(), "agent_code": agent_code, "answers": answers}
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# try:
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# resp_s = requests.post(submit_url, json=payload, timeout=60)
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# resp_s.raise_for_status()
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# data = resp_s.json()
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# status = (
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# f"Submission Successful!\n"
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# f"User: {data.get('username')}\n"
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# f"Score: {data.get('score', 'N/A')}% "
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# f"({data.get('correct_count', '?')}/{data.get('total_attempted', '?')})\n"
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# f"{data.get('message', '')}"
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# )
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# print("✓ Submission successful")
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# print(status)
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# return status, pd.DataFrame(results_log)
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# except Exception as e:
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# error_msg = f"Submission Failed: {e}"
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# print(error_msg)
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# return error_msg, pd.DataFrame(results_log)
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# # Simple test function for debugging
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# def test_agent():
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# """Test function to verify agent works"""
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# print("=== TESTING AGENT ===")
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# try:
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# agent = BasicAgent()
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# test_questions = [
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# "What is 2 + 3?",
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# "What is 10 * 5?",
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# "Search for information about Python programming"
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# ]
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# for q in test_questions:
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# print(f"\nTesting: {q}")
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# answer = agent(q)
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# print(f"Answer: {answer}")
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# except Exception as e:
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# print(f"Test failed: {e}")
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# with gr.Blocks() as demo:
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# gr.Markdown("# OpenAI-Powered Agent Evaluation Runner")
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# gr.Markdown("""
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# This agent uses OpenAI's GPT models instead of Hugging Face.
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# ## Setup Instructions:
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# 1. Get an OpenAI API key from https://platform.openai.com/api-keys
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# 2. Add it as `OPENAI_API_KEY` in your Hugging Face Space secrets
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# 3. (Optional) Add `TAVILY_API_KEY` for web search functionality
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# 4. Log in with the button below
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# 5. Click **Run Evaluation & Submit All Answers**
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# ## Current Configuration:
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# - Model: GPT-3.5-turbo (change to GPT-4 in agent.py if you have access)
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# - Tools: Math operations, Wikipedia search, Arxiv search, Web search (if Tavily configured)
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# """)
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# with gr.Row():
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# gr.LoginButton()
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# test_btn = gr.Button("Test Agent", variant="secondary")
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# run_btn = gr.Button("Run Evaluation & Submit All Answers", variant="primary")
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# status_out = gr.Textbox(label="Run Status / Submission Result", lines=5)
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# results_table = gr.DataFrame(label="Questions and Agent Answers", wrap=True)
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# # Button actions
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# run_btn.click(fn=run_and_submit_all, outputs=[status_out, results_table])
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# test_btn.click(fn=test_agent, outputs=[])
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# if __name__ == "__main__":
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# print("=== STARTING OPENAI GRADIO APP ===")
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# # Quick environment check
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# openai_key = os.getenv("OPENAI_API_KEY")
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# if openai_key:
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# print(f"✓ OpenAI API Key configured: {openai_key[:15]}...")
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# else:
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# print("⚠️ OpenAI API Key not found - please add OPENAI_API_KEY to your Space secrets")
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# demo.launch(debug=True, share=False)
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print("-"*(60 + len(" App Starting ")) + "\n")
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print("Launching Gradio Interface for Basic Agent Evaluation...")
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demo.launch(debug=True, share=False)
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