AI agents have fundamentally changed the threat model of AI model-based applications. By equipping these models with plugins (also called tools), your agents no longer just generate text; they now ...

Abstract: Complex Text-to-SQL generation remains challenging due to the lack of explicit modeling of hierarchical schema structures and persistent semantic mismatches between natural-language queries ...

Microsoft has made SQL Server 2025 generally available. The latest version of the database focuses on built-in AI functionality and developer improvements. In addition, the release offers improved ...

在上几篇文章中，我们探讨了Semantic Kernel的规划器如何自动化多步任务，让AI像传统工作流一样高效运行。作为一个专注.NET开发的博主，我发现Memory机制是让系统真正“聪明”的基础。它不是简单的缓存，而是能让AI记住上下文、检索知识，就像传统数据库在 ...

Semantic Kernel Quick-start is a .NET Web API CRUD Microservice solution with Blazor Copilot-ish Chat client that demonstrates the most basic use cases of the Microsoft Semantic Kernel in a Clean ...

Organizations are using generative AI to stay ahead of the competition, but the real advantage lies in harnessing the power of your own data securely and at scale. One of the most exciting new ...

Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...

Large language models (LLMs) by themselves are less than meets the eye; the moniker “stochastic parrots” isn’t wrong. Connect LLMs to specific data for retrieval-augmented generation (RAG) and you get ...

在当今快速发展的机器学习和人工智能领域，本地大语言模型（LLM）的集成和应用已成为一项关键技术。这种技术的灵活性在于其无需依赖云服务即可运行，为开发者提供了更多自主性。 Ollama作为一个开源的大语言模型平台，使得开发者能够在本地环境中与LLM ...