Efficiency and Flexibility in Model Testing and Improvement

Utilizing existing models and APIs with the right tooling enables rapid prototyping and testing of systems. The Spacey LLM library powered by a large language model allows for predictive behavior via OpenAI API locally, facilitating quick testing and improvement on data. This approach enables identifying areas where general purpose models excel and others where simpler solutions like regular expressions are more effective, emphasizing the importance of having a baseline for comparison.