# NOTES

Agent's questions submissions time 2025-05-21 17:36:23
commit a2b205e6ac1b79be5119793116172bc6225f9007

## Takeaways

-It was helpful keeping track of what the files were (here).
- Building tests along with the tools was good practice.
- I lost track of what I was doing when trying to push the project forward while tired.
- I must have being more thorough with the requirements since the start. Right now I am not sure of what the agent must deliver and how.
- The HF Spaces environment required a little more study.
- Patching the questions was brilliant.

## general notes
- There are 5 questions that require the interpretation of a file

## utilities/ Python scripts:
- random_questions.py: fetches random questions from the GAIA API
- compare_question_set.py: checks if 2 sets of questions are the same
- fetch_all_questions.py: fetches all questions from the GAIA API
- random_question_submit.py: fetches a random question and submits the answer to the GAIA API
- evaluate_local.py: evaluates questions locally
- common_questions.py: finds common questions between validation.json and gaia_questions.json, and formats them in json.
- check_gpt4all.py: checks if the gpt4all model is working

## src/ agent's source files
- speech_to_text.py: speech-to-text tool
- file_processing.py: file processing tool


## data
- /downloaded_files/: folder with the 5 question's files
- /question_set/: files with the different jsons
    - gaia_questions.json and new_gaia_questions.json: 20 original questions
    - validation.json: full GAIA validation set
    - common_questions.json: gaia_questions with the answers from validation.json

## docs/ Project documentation:
- project_overview.md: overview of the project
- API.md: API documentation
- scorer.py: GAIA scoring function
- submission_instructions.py: GAIA submission instructions
- pdf/: PDF files for the project
- testing_recipe.md: testing recipe for the project (not used yet)
- evaluate_local_commands.md: commands to evaluate the agent locally
- log.md: log of the project

## question_set: GAIS question set
- gaia_questions.json: JSON file with the GAIA question set
- new_gaia_questions.json: JSON file with the new GAIA question set
- validation.json: JSON file with the validation set from GAIA
- common_questions.json: JSON file with the common questions between validation.json and gaia_questions.json, including the answers

## tests/
- conftest.py: tests configuration
- different test for the different tools

## answers/ agent's answers
- agent_answers.json: JSON file with the agent's answers