tests/test_main.py

from main import run_query
from utils.general_utils import timeit

@timeit
def test_with_llm_video():
    db_path = "data/single_video.db"
    
    question = "What are the components of an LLM?"
    print("Question: ", question)
    
    answer = run_query(question,
                   db_path=db_path
                   )
    
    print("Answer: ", answer)

@timeit
def test_with_subset():
    db_path = "data/videos_subset_more_context.db"
    
    question = "How should I train for anerobic capacity?"
    print("Question: ", question)
    
    answer = run_query(question,
                   db_path=db_path,
                   num_rel_segments=10,
                   llm_model="gpt-3.5-turbo-0125",
                   llm_temp=0.1
                   )
    
    print("Answer: ", answer)    
    
    
@timeit
def test_with_fullset():
    db_path = "data/videos.db"
    
    question = "How should I train for anerobic capacity?"
    print("Question: ", question)
    
    answer = run_query(question,
                   db_path=db_path,
                   num_rel_segments=10,
                   llm_model="gpt-3.5-turbo-0125",
                   llm_temp=0.1
                   )
    
    print("Answer: ", answer)


if __name__ == '__main__':
    choice = input("Test with:\n1. fullset\n2. subset\n3. LLM video\nEnter option number: ")
    
    if choice == "1":
        test_with_fullset()
    elif choice == "2":
        test_with_subset()
    elif choice == "3":
        test_with_llm_video()
    else:
        print("Invalid choice")
        exit(1)