From centralized cloud to local machines, the AI software ecosystem is incredibly rich. It is crucial to navigate between off-the-shelf SaaS solutions and the independence offered by open-source models hosted on platforms like Hugging Face. We detail the installation of these models, the underlying software architecture, and the emergence of autonomous agents capable of executing complex workflows, offering developers and advanced users total freedom of action.
Vekia Presentation Vekia is a company specializing in artificial intelligence applied to the supply chain and procurement management. Its platform is based on a new-generation APS (Advanced Planning System) combining prediction, optimization, and automation. …
The history of artificial intelligence unfolds in a sequence of paradigm shifts. Following the era of statistical perception and the emergence of monolithic large language models focused solely on text reproduction, a …