Graph Theory to Harmonize Model Integration

Optimising multi-model collaboration with graph-based orchestration

Orchestra — photographer Arindam Mahanta by unsplash

Integrating the capabilities of various AI models unlocks a symphony of potential, from automating complex tasks that require multiple abilities like vision, speech, writing, and synthesis to enhancing decision-making processes. Yet, orchestrating these collaborations presents a significant challenge in managing the inner relations and dependencies. Traditional linear approaches often fall short, struggling to manage the intricacies of diverse models and dynamic dependencies.

By translating your machine learning …

algorithms data science graph-theory machine learning programming