Empowering AI Applications with Vector Search in Azure Cosmos DB
Enabling your database for AI applications has never been easier. With the native vector support in Azure Cosmos DB, you can effortlessly deliver rich AI experiences to your users. We’ll start by covering the basics of vector embeddings, vector indexing, vector search, and Retrieval Augmented Generation (RAG). These fundamentals set the stage for live demos showing how you can leverage the power of AI right inside your transactional database. You’ll see how Azure Cosmos DB can store and index vector embeddings from Azure OpenAI right alongside your transactional data, run blazing fast vector searches, and deliver natural language responses to natural language questions about your data. Attend this session to accelerate your AI readiness for the future! You will: Get familiar with vector search, vector indexing, retrieval augmented generation, and other foundational AI concepts Learn how to integrate your database with Azure OpenAI to deliver a rich AI experience See live demos that showcase these capabilities in Azure Cosmos DB
Identify latest result and count
What DAX, or combination of DAX, do I need to use to achieve the following please: I have a data source (excel based rn) which lists a project reference number, the date and the RAG status of that project. This data source is going to grow as each new months status updates are gathered together and added to the list. What I would like to do is have a measure for each RAG outcome which tots up the latest update - whether that's all the most recent months entries or from months ago (it could be that there are no updates for a few months on the trot). Data is organised in columns with reference numbers, date of update and RAG outcome (red, amber or green). In a matrix this looks like this: And you can see how some references have an updated RAG for every month, some have gaps and some have none. How do I count the most recent RAG statuses only (regardless of whether june or april for example), one time for each reference number only and for each RAG (3 sep measures)..?? I've tried other solutions to similar queries but relicating them hasn't worked and only given me the single most recent result.
