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import requests
import json
from typing import List, Dict, Any
def fetch_questions(api_url: str = "https://agents-course-unit4-scoring.hf.space") -> List[Dict[str, Any]]:
"""Fetch all questions from the GAIA API."""
try:
response = requests.get(f"{api_url}/questions", timeout=15)
response.raise_for_status()
return response.json()
except Exception as e:
print(f"Error fetching questions: {e}")
return []
def fetch_random_question(api_url: str = "https://agents-course-unit4-scoring.hf.space") -> Dict[str, Any]:
"""Fetch a random question from the GAIA API."""
try:
response = requests.get(f"{api_url}/random-question", timeout=15)
response.raise_for_status()
return response.json()
except Exception as e:
print(f"Error fetching random question: {e}")
return {}
def submit_answers(username: str, agent_code: str, answers: List[Dict[str, str]],
api_url: str = "https://agents-course-unit4-scoring.hf.space") -> Dict[str, Any]:
"""Submit answers to the GAIA API for scoring."""
try:
submission_data = {
"username": username.strip(),
"agent_code": agent_code,
"answers": answers
}
response = requests.post(f"{api_url}/submit", json=submission_data, timeout=60)
response.raise_for_status()
return response.json()
except Exception as e:
print(f"Error submitting answers: {e}")
return {"error": str(e)}
def format_gaia_answer(raw_answer: str) -> str:
"""Format the agent's raw answer for GAIA submission (exact match)."""
import re
# Look for FINAL ANSWER: pattern (case insensitive)
final_answer_pattern = r'FINAL ANSWER:\s*(.+?)(?:\n|$)'
match = re.search(final_answer_pattern, raw_answer, re.IGNORECASE | re.DOTALL)
if match:
answer = match.group(1).strip()
else:
# Fallback: try to extract from common patterns
fallback_patterns = [
r'(?:The\s+)?(?:final\s+)?answer\s+is:?\s*(.+?)(?:\n|$)',
r'(?:Answer|Result):\s*(.+?)(?:\n|$)',
]
answer = raw_answer.strip()
for pattern in fallback_patterns:
match = re.search(pattern, answer, re.IGNORECASE)
if match:
answer = match.group(1).strip()
break
# Apply GAIA formatting rules
answer = answer.strip()
# Remove trailing punctuation that might not be in ground truth
while answer and answer[-1] in '.!?':
answer = answer[:-1].strip()
# Remove quotes if they wrap the entire answer
if len(answer) >= 2 and answer[0] == answer[-1] and answer[0] in '"\'':
answer = answer[1:-1].strip()
# Additional cleanup for common issues
# Remove "approximately" or similar qualifiers
answer = re.sub(r'^(?:approximately|about|roughly|around)\s+', '', answer, flags=re.IGNORECASE)
# For numbers, ensure no commas (as per GAIA rules)
if re.match(r'^[\d,]+(?:\.\d+)?$', answer):
answer = answer.replace(',', '')
return answer
def log_agent_step(step: str, result: str, step_number: int = None):
"""Log agent execution steps for debugging."""
prefix = f"Step {step_number}: " if step_number else ""
print(f"\n🤖 {prefix}{step}")
print(f"📝 Result: {result[:200]}{'...' if len(result) > 200 else ''}")
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