在AI应用爆发的当下，“语义搜索”“相似推荐”已成为高频需求——从文档检索到图片匹配，背后都离不开向量检索技术。传统关系型数据库依赖精确匹配，难以应对非结构化数据的语义关联需求，而专业向量数据库（如Milvus、Weaviate）虽功能强大，却存在部署 ...

FAISS（Facebook AI 相似性搜索）是 Meta 开发的开源库，用于以令人印象深刻的效率处理大规模、高维数据查询。它将原始数据（如图像、文本片段或交易记录）转换为特征嵌入，从而实现快速检索，而无需暴力破解每次比较。 许多人工智能驱动的系统在数据超过几 ...

Abstract: Vector databases typically manage large collections of embedding vectors. As AI applications are growing rapidly, the number of embeddings that need to be stored and indexed is increasing.

Git isn’t hard to learn. Moreover, with a Git GUI such as Atlassian’s Sourcetree, and a SaaS code repository such as Bitbucket, mastery of the industry’s most powerful version control tools is within ...

ABSTRACT: As the integration of Large Language Models (LLMs) into scientific R&D accelerates, the associated privacy risks become increasingly critical. Scientific NoSQL repositories, which often ...

Accomplished technology leader with 20+ years of experience in AI, Distributed systems and cloud technologies. computing, and AI/ML infrastructure. Accomplished technology leader with 20+ years of ...

If you’re completely new to Microsoft Word, you’re probably wondering where to begin. You’ve come to the right place because we’ll get you started. From what you see in the Word window to how to save ...