WORKSPACE.md

2026-01-13 17:15:26,894 - main - INFO - UI Config for Full Evaluation: LLM_PROVIDER=HuggingFace 2026-01-13 17:15:26,895 - main - INFO - Initializing GAIAAgent... 2026-01-13 17:15:26,918 - main - INFO - GAIAAgent initialized successfully User logged in: mangubee GAIAAgent initializing... ✓ All API keys present [create_gaia_graph] StateGraph compiled successfully GAIAAgent initialized successfully https://huggingface.co/spaces/mangubee/Final_Assignment_Template/tree/main Fetching questions from: https://agents-course-unit4-scoring.hf.space/questions 2026-01-13 17:15:27,346 - main - WARNING - DEBUG MODE: Targeted 1/20 questions by task_id DEBUG MODE: Processing 1 targeted questions (0 IDs not found: set()) Processing 1 questions. 2026-01-13 17:15:28,374 - src.utils.ground_truth - INFO - Loading GAIA validation dataset... 2026-01-13 17:15:30,107 - src.utils.ground_truth - INFO - Loaded 165 ground truth answers 2026-01-13 17:15:30,108 - main - INFO - Ground truth loaded - per-question correctness will be available 2026-01-13 17:15:30,108 - main - INFO - Running agent on 1 questions with 5 workers... 2026-01-13 17:15:30,108 - main - INFO - [1/1] Processing a1e91b78... 2026-01-13 17:15:30,111 - src.agent.llm_client - INFO - [plan_question] Using provider: huggingface 2026-01-13 17:15:30,111 - src.agent.llm_client - INFO - Initializing HuggingFace Inference client with model: openai/gpt-oss-120b:scaleway 2026-01-13 17:15:30,111 - src.agent.llm_client - INFO - [plan_question_hf] Calling HuggingFace (openai/gpt-oss-120b:scaleway) for planning GAIAAgent processing question (first 50 chars): In the video https://www.youtube.com/watch?v=L1vXC... 2026-01-13 17:15:34,486 - src.agent.llm_client - INFO - [plan_question_hf] Generated plan (900 chars) 2026-01-13 17:15:34,487 - src.agent.graph - INFO - [plan] ✓ 900 chars 2026-01-13 17:15:34,489 - src.agent.llm_client - INFO - [select_tools] Using provider: huggingface 2026-01-13 17:15:34,489 - src.agent.llm_client - INFO - Initializing HuggingFace Inference client with model: openai/gpt-oss-120b:scaleway 2026-01-13 17:15:34,490 - src.agent.llm_client - INFO - [select_tools_hf] Calling HuggingFace with function calling for 6 tools, file_paths=None 2026-01-13 17:15:35,784 - src.agent.llm_client - INFO - [select_tools_hf] HuggingFace selected 1 tool(s) 2026-01-13 17:15:35,785 - src.agent.graph - INFO - [execute] 1 tool(s) selected 2026-01-13 17:15:35,786 - src.tools.youtube - INFO - Processing YouTube video: L1vXCYZAYYM 2026-01-13 17:15:35,797 - src.tools.youtube - INFO - Fetching transcript for video: L1vXCYZAYYM 2026-01-13 17:15:37,056 - src.tools.youtube - ERROR - YouTube transcript API failed: Could not retrieve a transcript for the video https://www.youtube.com/watch?v=L1vXCYZAYYM! This is most likely caused by:

Subtitles are disabled for this video

If you are sure that the described cause is not responsible for this error and that a transcript should be retrievable, please create an issue at https://github.com/jdepoix/youtube-transcript-api/issues. Please add which version of youtube_transcript_api you are using and provide the information needed to replicate the error. Also make sure that there are no open issues which already describe your problem! 2026-01-13 17:15:37,059 - src.tools.youtube - INFO - Transcript API failed, trying audio transcription... 2026-01-13 17:15:37,121 - src.tools.youtube - INFO - Downloading audio from: https://www.youtube.com/watch?v=L1vXCYZAYYM

2026-01-13 17:15:40,106 - src.tools.youtube - INFO - Audio downloaded: /var/folders/05/8vqqybgj751dmlh3w536dh0000gn/T/youtube_audio_42679.mp3 (1930412 bytes) 2026-01-13 17:15:40,107 - src.tools.audio - INFO - Transcribing audio: /var/folders/05/8vqqybgj751dmlh3w536dh0000gn/T/youtube_audio_42679.mp3 2026-01-13 17:15:40,353 - src.tools.audio - INFO - Loading Whisper model: small 2026-01-13 17:15:41,689 - src.tools.audio - INFO - Whisper model loaded on cpu 2026-01-13 17:15:47,762 - src.tools.audio - INFO - Transcription successful: 738 characters 2026-01-13 17:15:47,763 - src.tools.youtube - INFO - Cleaned up temp file: /var/folders/05/8vqqybgj751**dmlh3w536dh0000gn/T/youtube_audio_42679.mp3 2026-01-13 17:15:47,763 - src.tools.youtube - INFO - Transcript saved: log/L1vXCYZAYYM_transcript.txt 2026-01-13 17:15:47,763 - src.tools.youtube - INFO - Transcript retrieved via Whisper: 738 characters 2026-01-13 17:15:47,764 - src.tools.youtube - INFO - Full transcript: But one challenge stops them in their tracks. A giant petrel. They try to flee, but running isn't an emperor's strong point. A slip is all the petrel needs. The chick is grabbed by his neck feathers. But the down just falls away. They form a defensive circle and prepare to stand their ground. Despite their chick-like appearance, they are close to a metre tall. Quite a size, even for a giant petrel. The chick towers to full height, protecting those behind. His defiance buys time. It's a standoff. Then, as if from nowhere, and a deli, the feistiest penguin in the world. He fearlessly puts himself between the chicks and the petrel. Even petrels don't mess with the delis. Their plucky rescuer accompanies the chicks to the sea. Fair. 2026-01-13 17:15:47,764 - src.agent.graph - INFO - [1/1] youtube_transcript ✓ 2026-01-13 17:15:47,764 - src.agent.graph - INFO - [execute] 1 tools, 1 evidence 2026-01-13 17:15:47,765 - src.agent.llm_client - INFO - [synthesize_answer] Using provider: huggingface 2026-01-13 17:15:47,765 - src.agent.llm_client - INFO - Initializing HuggingFace Inference client with model: openai/gpt-oss-120b:scaleway 2026-01-13 17:15:47,766 - src.agent.llm_client - INFO - [synthesize_answer_hf] Context saved to: log/llm_context_20260113_171547.txt 2026-01-13 17:15:49,933 - src.agent.llm_client - INFO - [synthesize_answer_hf] Generated answer: Unable to answer 2026-01-13 17:15:49,935 - src.agent.llm_client - INFO - [synthesize_answer_hf] Answer appended to context file 2026-01-13 17:15:49,935 - src.agent.graph - INFO - [answer] ✓ Unable to answer 2026-01-13 17:15:49,937 - main - INFO - [1/1] Completed a1e91b78 2026-01-13 17:15:49,938 - main - INFO - Progress: 1/1 questions processed GAIAAgent returning answer: Unable to answer Agent finished. Submitting 1 answers for user 'mangubee'... Submitting 1 answers to: https://agents-course-unit4-scoring.hf.space/submit 2026-01-13 17:15:51,068 - main - INFO - Total execution time: 24.17 seconds (0m 24s) 2026-01-13 17:15:51,074 - **main__ - INFO - Results exported to: /Users/mangubee/Documents/Python/16_HuggingFace/Final_Assignment_Template/_cache/gaia_results_20260113_171551.json Submission successful.