Grounding LLMs
I recently gave a talk at a Microsoft-internal event on everything I learned (so far) about grounding LLMs with Retrieval Augmented Generation and other techniques to get the to generate output that is accurate, reliable, and relevant. I am sharing it here in article form (masterfully produced by GPT-4 from the transcript and slides of the talk). Hope you find some of this useful as you start building solutions with LLMs.Strategies for Optimizing High-Volume Token Usage with Azure OpenAI
Addressing the challenges of building AI solutions with high-volume token usage, explore strategic recommendations for overcoming token limits, optimizing model deployments, and practical techniques for maximizing token usage with Azure OpenAI.Feature comparison of Azure SQL Database, Azure SQL Managed Instance and SQL Server on a VM
When migrating from on-premises to the Azure cloud, the choice of the SQL service can be challenging. The options available, the differences between them, and the implications of choosing each are often difficult to grasp.
