At the beginning of December 2024 Microsoft released “Microsoft Fabric API for GraphQL™ for Azure Cosmos DB Mirroring.” https://devblogs.microsoft.com/cosmosdb/microsoft-fabric-api-for-graphql-for-azure-cosmos-db-mirroring/ With this feature, you can...
Cosmos DB offers a robust set of REST APIs that work well for general data operations. I wondered if it would be possible to push data from Cosmos DB into a Fabric Lakehouse. In Microsoft fabric Data Factory I came across a Cosmos DB connector for Fa...
In the first article of the series, I demonstrated how to implement vector embedding for text data stored in cosmos DB. In this article, we will explore how to leverage vector embeddings through OpenAI services to create RAG-based LLM responses on th...
I wrote a couple of articles explaining the fundamental mathematical concepts of vector similarities and how vector embeddings utilizes Euclidean distance, Cosine/Dot Product and Cosine Similarities to identify phrase similarities. This article will ...
In a previous write-up, I demonstrated various ways to perform CRUD operations in Cosmos DB including examples of iterating/inserting/updating/deleting data across the JSON nodes within a document. The data creation method and the operations on them ...
In an previous article I delved through process of inserting/updating/deleting documents in Cosmos DB. The process of data retrieval from documents can be a little tricky in Cosmos DB as the retrieval process needs to traverse across multiple array o...
