Microsoft guide to pirating Harry Potter for LLM training (2024) [removed] (devblogs.microsoft.com)

Microsoft has unveiled enhanced capabilities for its Azure SQL and SQL database within Microsoft Fabric, specifically integrating native vector search functionalities alongside the new langchain-sqlserver package. This update allows developers to manage SQL Server as a Vectorstore within LangChain, offering an easy way to implement generative AI features in their applications. The integration facilitates working with datasets, such as the first book of the Harry Potter series, to create engaging applications like a Q&A system and an AI-driven fan fiction generator. This announcement is significant for the AI/ML community as it streamlines the process of using large language models (LLMs) for application development. The new features allow users to partition long texts, generate embeddings, and perform similarity searches efficiently—all through concise code. The dual-use case of providing context-rich answers about the Harry Potter universe while allowing users to craft their own stories illustrates a practical application of AI in enhancing user engagement and creativity. This innovative approach could inspire developers to explore similar integrations for diverse datasets and contexts, ultimately pushing the boundaries of interactive reading experiences.