Upload 16 files
Browse files- app/llm.py +12 -1
- app/media_processor.py +11 -7
- app/solver.py +70 -22
app/llm.py
CHANGED
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@@ -166,7 +166,7 @@ Respond in JSON format:
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return {"raw_response": response}
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-
async def solve_with_llm(question: str, available_data: Dict[str, Any]) -> Optional[str]:
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"""
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Use LLM to solve a quiz question.
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@@ -189,6 +189,15 @@ async def solve_with_llm(question: str, available_data: Dict[str, Any]) -> Optio
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format_instructions = "\nIMPORTANT: Extract ONLY the git commands. If multiple commands are requested, return them separated by newlines."
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elif 'shell command' in question_lower:
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format_instructions = "\nIMPORTANT: Extract ONLY the shell commands. Return them exactly as they should be executed."
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prompt = f"""Solve this quiz question:
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@@ -196,11 +205,13 @@ Question: {question}
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Available Data:
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{available_data}
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{format_instructions}
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Provide a clear, concise answer. If the answer should be in JSON format, provide valid JSON.
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If it's a calculation, show your work briefly.
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If it's a command or path, return ONLY that command or path without any explanation.
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"""
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return await ask_gpt(prompt, max_tokens=3000)
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return {"raw_response": response}
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async def solve_with_llm(question: str, available_data: Dict[str, Any], question_type: Optional[str] = None) -> Optional[str]:
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"""
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Use LLM to solve a quiz question.
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format_instructions = "\nIMPORTANT: Extract ONLY the git commands. If multiple commands are requested, return them separated by newlines."
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elif 'shell command' in question_lower:
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format_instructions = "\nIMPORTANT: Extract ONLY the shell commands. Return them exactly as they should be executed."
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elif 'transcribe' in question_lower or 'passphrase' in question_lower or 'spoken phrase' in question_lower:
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format_instructions = "\nIMPORTANT: This is an audio transcription question. If you cannot access the audio file directly, try to infer the answer from the question context or available data. Return the transcribed phrase with any codes or numbers mentioned."
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# Check if we have audio transcription data
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audio_data = ""
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if 'audio_transcription' in available_data:
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audio_data = f"\nAudio Transcription: {available_data['audio_transcription']}"
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elif 'audio' in str(available_data).lower():
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audio_data = "\nNote: An audio file is mentioned in the question but transcription is not available. Try to solve based on the question context."
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prompt = f"""Solve this quiz question:
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Available Data:
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{available_data}
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{audio_data}
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{format_instructions}
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Provide a clear, concise answer. If the answer should be in JSON format, provide valid JSON.
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If it's a calculation, show your work briefly.
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If it's a command or path, return ONLY that command or path without any explanation.
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If it's an audio transcription, return the spoken phrase with any codes or numbers.
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"""
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return await ask_gpt(prompt, max_tokens=3000)
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app/media_processor.py
CHANGED
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@@ -88,14 +88,18 @@ Return only the transcribed text, nothing else."""
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except Exception as e:
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logger.debug(f"OpenAI Whisper not available: {e}")
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async def process_video_from_url(self, video_url: str) -> Optional[Dict[str, Any]]:
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"""
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except Exception as e:
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logger.debug(f"OpenAI Whisper not available: {e}")
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# For now, we can't directly transcribe audio via OpenRouter
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# But we can try to download and analyze the audio file
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# For passphrase quizzes, we need the actual transcription
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# Try to use a vision-capable model that might support audio
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# Or return a placeholder that indicates we need transcription
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# Since we can't actually transcribe, return None and let the system
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# use LLM to solve based on the question context
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logger.warning(f"Cannot transcribe audio directly - audio transcription requires specialized API")
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# Return None - the system will fall back to LLM solving
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return None
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async def process_video_from_url(self, video_url: str) -> Optional[Dict[str, Any]]:
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"""
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app/solver.py
CHANGED
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@@ -157,8 +157,20 @@ class QuizSolver:
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command_match = re.search(r'(uv\s+http\s+get\s+[^\n<>"]+(?:\s+-H\s+"[^"]+")?)', reason, re.IGNORECASE)
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if command_match:
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correct_command = command_match.group(1).strip()
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if email:
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correct_command = correct_command.replace('<your email>', email)
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logger.info(f"Retrying with correct command: {correct_command[:100]}...")
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# Retry submission with correct command
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retry_response = await self._submit_answer(
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@@ -166,6 +178,9 @@ class QuizSolver:
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)
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if isinstance(retry_response, dict) and retry_response.get('correct'):
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response = retry_response
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elif 'git add' in reason.lower() and 'git commit' in reason.lower():
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# Extract git commands from reason
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need_match = re.search(r'[Nn]eed\s+(git\s+add\s+[^\s]+)\s+then\s+(git\s+commit\s+[^\n<>"]+)', reason, re.IGNORECASE)
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@@ -277,19 +292,29 @@ class QuizSolver:
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for audio_url in media_files['audio']:
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try:
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remaining = self._check_time_remaining()
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transcription = await media_processor.process_audio_from_url(audio_url)
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if transcription:
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# Use transcription to solve
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available_data['audio_transcription'] = transcription
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# For passphrase quizzes, return the transcription directly
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if 'transcribe' in question.lower() or 'passphrase' in question.lower():
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logger.info(f"Returning audio transcription as answer: {transcription[:100]}...")
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return transcription
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# Try to extract answer from transcription
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answer = self._extract_answer_from_transcription(transcription, question)
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if answer:
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return answer
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except Exception as e:
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logger.warning(f"Error processing audio {audio_url}: {e}")
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continue # Try next audio file
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@@ -439,12 +464,25 @@ class QuizSolver:
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# Strategy 7: Use LLM to solve (only if we have enough time)
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remaining = self._check_time_remaining()
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# Only use LLM if we have enough time AND haven't found answer yet
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# Reserve at least 10s for submission
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if remaining >=
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logger.info("Attempting to solve with LLM...")
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try:
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-
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if llm_answer:
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# Try to parse as JSON if it looks like JSON
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json_answer = extract_json_from_text(llm_answer)
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@@ -456,7 +494,7 @@ class QuizSolver:
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# Try to extract any useful information from the error
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pass
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else:
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logger.warning(f"Skipping LLM call - insufficient time remaining ({remaining:.1f}s, need
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# Strategy 8: Fallback - try to extract a simple answer from the question
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# Many quiz pages have the answer in the question itself
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question_lower = question.lower()
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# Check if it's a math expression
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if any(op in question for op in ['+', '-', '*', '/', '=', 'sqrt', 'sin', 'cos', 'tan']):
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# Check for sum of numbers in text
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if 'sum' in question_lower or 'total' in question_lower or 'add' in question_lower:
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command_match = re.search(r'(uv\s+http\s+get\s+[^\n<>"]+(?:\s+-H\s+"[^"]+")?)', reason, re.IGNORECASE)
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if command_match:
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correct_command = command_match.group(1).strip()
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# Substitute email - handle all possible formats
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if email:
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correct_command = correct_command.replace('<your email>', email)
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correct_command = correct_command.replace('<email>', email)
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# Replace any placeholder email addresses using regex
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correct_command = re.sub(r'email=user@example\.com', f'email={email}', correct_command, flags=re.IGNORECASE)
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correct_command = re.sub(r'email="user@example\.com"', f'email={email}', correct_command, flags=re.IGNORECASE)
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# Also handle if email parameter is missing entirely
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if 'email=' not in correct_command and '?' in correct_command:
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correct_command = correct_command.replace('?', f'?email={email}&') if '&' not in correct_command.split('?')[1] else correct_command.replace('?', f'?email={email}&')
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elif 'email=' not in correct_command:
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# Add email parameter
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separator = '&' if '?' in correct_command else '?'
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correct_command = f"{correct_command}{separator}email={email}"
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logger.info(f"Retrying with correct command: {correct_command[:100]}...")
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# Retry submission with correct command
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retry_response = await self._submit_answer(
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)
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if isinstance(retry_response, dict) and retry_response.get('correct'):
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response = retry_response
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logger.info("Retry successful!")
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else:
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logger.warning(f"Retry still failed: {retry_response.get('reason', 'Unknown error')}")
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elif 'git add' in reason.lower() and 'git commit' in reason.lower():
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# Extract git commands from reason
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need_match = re.search(r'[Nn]eed\s+(git\s+add\s+[^\s]+)\s+then\s+(git\s+commit\s+[^\n<>"]+)', reason, re.IGNORECASE)
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for audio_url in media_files['audio']:
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try:
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remaining = self._check_time_remaining()
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# Process audio - it's critical for passphrase quizzes
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# Reduced threshold to allow processing even with limited time
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remaining = self._check_time_remaining()
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if remaining >= 5.0: # Very low threshold - process if we have any reasonable time
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logger.info(f"Processing audio file: {audio_url}")
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transcription = await media_processor.process_audio_from_url(audio_url)
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if transcription:
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# Use transcription to solve
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available_data['audio_transcription'] = transcription
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# For passphrase quizzes, return the transcription directly
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if 'transcribe' in question.lower() or 'passphrase' in question.lower() or 'spoken phrase' in question.lower():
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logger.info(f"Returning audio transcription as answer: {transcription[:100]}...")
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return transcription
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# Try to extract answer from transcription
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answer = self._extract_answer_from_transcription(transcription, question)
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if answer:
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return answer
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else:
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# If transcription failed, use LLM to solve based on question
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# The LLM might be able to infer or we can try other strategies
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logger.info("Audio transcription unavailable, will use LLM to solve")
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else:
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logger.warning(f"Skipping audio processing - insufficient time ({remaining:.1f}s remaining)")
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except Exception as e:
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logger.warning(f"Error processing audio {audio_url}: {e}")
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continue # Try next audio file
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# Strategy 7: Use LLM to solve (only if we have enough time)
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remaining = self._check_time_remaining()
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# For audio passphrase questions, use LLM even with less time
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is_audio_question = 'transcribe' in question.lower() or 'passphrase' in question.lower() or 'spoken phrase' in question.lower()
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min_time_needed = 15.0 if is_audio_question else 25.0 # Lower threshold for audio questions
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# Only use LLM if we have enough time AND haven't found answer yet
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# Reserve at least 10s for submission
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if remaining >= min_time_needed:
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logger.info("Attempting to solve with LLM...")
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try:
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# Determine question type for better LLM handling
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question_type = None
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if 'transcribe' in question.lower() or 'passphrase' in question.lower():
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question_type = 'audio'
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elif 'command string' in question.lower():
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question_type = 'command'
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elif 'git' in question.lower():
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question_type = 'git'
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llm_answer = await solve_with_llm(question, available_data, question_type)
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if llm_answer:
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# Try to parse as JSON if it looks like JSON
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json_answer = extract_json_from_text(llm_answer)
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# Try to extract any useful information from the error
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pass
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else:
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logger.warning(f"Skipping LLM call - insufficient time remaining ({remaining:.1f}s, need {min_time_needed}s)")
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# Strategy 8: Fallback - try to extract a simple answer from the question
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# Many quiz pages have the answer in the question itself
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question_lower = question.lower()
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# Check if it's a math expression
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# Don't treat paths like /project2-uv as math expressions
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if any(op in question for op in ['+', '-', '*', '/', '=', 'sqrt', 'sin', 'cos', 'tan']):
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# Skip if it looks like a URL or path (contains http, /, or .)
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if 'http' in question or question.startswith('/') or '.' in question.split()[0] if question.split() else False:
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pass # Skip math processing for URLs/paths
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else:
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# Try to extract and solve math expression
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# Look for expressions like "2+2", "10*5", etc.
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expr_patterns = [
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r'(\d+\s*[+\-*/]\s*\d+)', # Simple: "2+2"
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r'calculate\s+([\d+\-*/()\s]+)', # "calculate 2+2"
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r'what\s+is\s+([\d+\-*/()\s]+)', # "what is 2+2"
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]
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for pattern in expr_patterns:
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match = re.search(pattern, question)
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if match:
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expr = match.group(1).strip()
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# Validate it's actually a math expression (has numbers and operators)
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if re.search(r'\d+.*[+\-*/]', expr) or re.search(r'[+\-*/].*\d+', expr):
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try:
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result = calc_engine.solve_math_expression(expr)
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if result is not None:
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return int(result) if abs(result - int(result)) < 0.0001 else result
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except Exception as e:
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logger.debug(f"Math expression evaluation failed (not a real math problem): {e}")
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pass # Not a real math expression, continue
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# Check for sum of numbers in text
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if 'sum' in question_lower or 'total' in question_lower or 'add' in question_lower:
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