GitHub

Azure Hybrid RAG Agent

A production-ready Python project demonstrating how to build a Hybrid RAG (Retrieval-Augmented Generation) Agent using Azure AI Foundry Agents. This project serves as: A technical reference for ...
IEEE

A Hybrid SQL-RAG-LLM Question Answering System for Plastic Waste Management

Abstract: Plastic waste management is a critical global challenge, demanding rapid synthesis of large and heterogeneous research outputs. Conventional literature review methods are labour-intensive, ...
51CTO

Azure OpenAI服务大揭秘：如何实现检索增强生成（RAG）？

检索增强生成（RAG）这玩意儿，说白了就是把搜索引擎的 “找资料” 能力和大语言模型（LLM）的 “写答案” 能力捏到一块儿，让 AI 能基于你公司自己的数据，给出有依据、贴需求还靠谱的回答 —— 再也不用怕 AI 瞎编 “幻觉答案” 啦！ 检索增强生成（RAG ...
搜狐

自动化 RAG 索引：Azure OpenAI 和 AI 搜索源文档处理

使用RAG（检索增强生成）应用程序时，检索器（例如Azure AI Search）在获取语言模型最相关结果以向最终用户提供响应方面起着至关重要的作用。存储与特定用户搜索语义相似的数据表示（例如向量）至关重要，它们是向量和混合搜索中的关键组件。 解析、分块 ...
搜狐

在C#中基于Semantic Kernel的检索增强生成（RAG）实践

玩过大语言模型（LLM）的都知道OpenAI，然后微软Azure也提供了OpenAI的服务：Azure OpenAI，只需要申请到API Key，就可以使用这些AI服务。使用方式可以是通过在线Web页面直接与AI聊天，也可以调用AI的API服务，将AI的能力集成到自己的应用程序中。不过这些服务都是 ...
GitHub

Issues: Azure-Samples/rag-data-openai-python-promptflow

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Microsoft

Announcing SQL Server 2022 preview: Azure-enabled with continued performance and security ...

Today we are announcing the preview of SQL Server 2022, the most Azure-enabled release of SQL Server yet, with continued innovation in performance, security, and availability. The rise of data ...