Part 5/8:
VMware, in particular, plays a pivotal role in this new frontier. With their solutions, organizations can fine-tune AI models without needing extensive infrastructure or resources. VMware’s private AI offerings come pre-equipped with all necessary tools, allowing organizations to streamline processes and operationalize AI capabilities more efficiently.
Advanced Applications: Retrieval-Augmented Generation (RAG)
For those seeking greater functionality, the concept of Retrieval-Augmented Generation allows local models to access external databases of information, ensuring that responses are accurate and comprehensive. This feature enhances the AI's ability to answer queries based on up-to-date resources without needing the whole model to be retrained.