Implementing generative AI solutions on Google Cloud
In this section, we will create a Vertex AI Search and Conversation application that will enable us to ask questions about the contents of a set of documents. We will use some publicly available medical study reports as examples, but this pattern can be applied to many different kinds of use cases. The following are some other popular applications of this pattern:
- Enabling users of a retail website to get information about products on the site via a question-and-answer interface, in which they can ask human language questions and get factual responses about products in the catalog.
- Asking questions about financial documents. For example, employees in a company’s finance department could upload the company’s financial documents, such as quarterly earnings reports, and ask natural language questions about the contents of the reports to identify trends or other important information.
- Providing natural language...
