| 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/05/8vqqybgj751**dmlh3w536dh0000gn/T/youtube_audio_42679.mp3 (1930412 bytes) | |
| 2026-01-13 17:15:40,107 - src.tools.audio - INFO - Transcribing audio: /var/folders/05/8vqqybgj751**dmlh3w536dh0000gn/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. | |