CustomGPT

We tried to obtain a result with our validation dataset through HuggingGPT. We would have replaced the very difficult image HuggingGPT failed to analyze correctly. In that case, we would have a shiny, optimistic notebook showing that AI is fantastic and easy to implement with automated near F-AGI tools.

Unfortunately, even an innovative HuggingGPT system cannot solve all AI problems.

The HuggingGPT system does not contain all the available models for all NLP and computer vision tasks although it’s a good initiative.

AI Experts will necessarily have to confirm whether a specific AI problem cannot be solved or not. In this section, we show that, in some cases, creative solutions can work.

We will build on the concept of a cross-platform multi-model system such as HuggingGPT. In this case, we create a custom pipeline to solve a specific problem. We will implement CustomGPT, a cross-platform chained-model solution shown in Figure 19.7:

Figure...