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Dify.AI

You've probably hit this before: searching for "authentication middleware" returns exact function names but misses related security docs. Or searching "database connection timeout" finds the error...

Hybrid search explained: Full-text meets vector search

Redis Blog
Redis Blog · 2026-01-14T00:00:00Z
基于Flux on G6e和 S3 Vector 的Icon 图片生成方案

本文介绍了一种基于Flux和S3 Vector的高性价比图标生成与检索方案,通过向量检索加速图标获取并降低成本。利用Python SDK实现图标向量库和检索,优化生成流程,适用于智能UI设计。

基于Flux on G6e和 S3 Vector 的Icon 图片生成方案

亚马逊AWS官方博客
亚马逊AWS官方博客 · 2026-01-13T06:06:16Z
sqlite-vector - 将嵌入存储和向量搜索集成到SQLite中,提供一个…

sqlite-vector是SQLiteAI推出的开源扩展,支持在嵌入式数据库中进行向量搜索,适用于离线搜索和轻量级推荐。该扩展优化了性能和内存占用,支持多平台部署,便于与现有工作流集成。

sqlite-vector - 将嵌入存储和向量搜索集成到SQLite中,提供一个…

云原生
云原生 · 2025-12-08T13:29:06Z

Executive Summary AI applications rely on vector embeddings to power search and recommendations, but these data-rich vectors introduce new security and privacy risks. This blog explains the main...

Protecting AI Vector Embeddings in MySQL: Security Risks, Database Protection, and Best Practices

Planet MySQL
Planet MySQL · 2025-12-01T17:19:20Z

Introducing vector storage in Supabase: a durable storage layer with similarity search built-in.

Introducing Vector Buckets

Blog - Supabase
Blog - Supabase · 2025-12-01T07:00:00Z

An AI-native search database that unifies vector, text, and structured data in a single engine to enable hybrid search and in-database AI workflows.

SeekDB - An AI-native search database that unifies vector, text, and structured data in a …

云原生
云原生 · 2025-11-17T04:10:03Z

Overview AI agents have grown from simple Q&A chatbots into systems that can independently plan, retrieve, act, and verify tasks. As developers work to recreate real-life workflows with agents, a...

Building Performant, Scaled Agentic Vector Search with Qdrant

Qdrant - Vector Database
Qdrant - Vector Database · 2025-10-26T00:00:00Z

Advanced vector search in air-gapped environments

Elastic Blog - Elasticsearch, Kibana, and ELK Stack
Elastic Blog - Elasticsearch, Kibana, and ELK Stack · 2025-10-24T00:00:00Z

For air-gapped organizations, deploying modern search and AI tech is tough. Elastic helps national security and defense teams power hybrid, AI, multimodal search in the most demanding disconnected...

Advanced vector search in air-gapped environments

Elastic Blog - Elasticsearch, Kibana, and ELK Stack
Elastic Blog - Elasticsearch, Kibana, and ELK Stack · 2025-10-24T00:00:00Z

Beyond Vector Search: 5 Next-Gen RAG Retrieval Strategies

MachineLearningMastery.com
MachineLearningMastery.com · 2025-09-24T12:00:46Z

MongoDB est heureuse d'annoncer l’aperçu public des fonctionnalités de recherche et de recherche vectorielle à utiliser avec MongoDB Community Edition et MongoDB Enterprise Server. Ces nouvelles...

Dynamisez vos applications autogérées grâce aux fonctionnalités de recherche et de Vector Search

MongoDB
MongoDB · 2025-09-17T13:04:46Z

MongoDB freut sich, die öffentliche Vorschau der Such- und Vektorsuchfunktionen für die Verwendung mit der MongoDB Community Edition und dem MongoDB Enterprise Server anzukündigen. Diese neuen...

Selbstverwaltete Apps mit Such- und Vector Search-Funktionen optimieren

MongoDB
MongoDB · 2025-09-17T13:04:46Z
通过视图支持提升MongoDB Atlas Search和Vector Search的性能

MongoDB Atlas Search和Atlas Vector Search现已支持视图功能,用户可以创建视图进行部分索引和文档转换,以提升搜索性能和降低成本。这一功能有助于在数据量增长时精细控制索引。

通过视图支持提升MongoDB Atlas Search和Vector Search的性能

MongoDB
MongoDB · 2025-08-07T15:12:03Z

Redis 8 is now available for preview on Redis Cloud Essentials. Starting today, you can create a Redis 8 database and experience the power of our most performant Redis version yet. Whether you're...

Redis 8 brings vector sets and is now in preview on Redis Cloud Essentials

Redis Blog
Redis Blog · 2025-07-22T00:00:00Z

In today's AI-driven landscape, the difference between retrieving relevant information and irrelevant noise can make or break your application's value proposition. Whether you're building a RAG...

Speed is accuracy: Why Redis Query Engine leads in vector search

Redis Blog
Redis Blog · 2025-07-10T00:00:00Z

MongoDB is pleased to announce new enhancements to the Spring Data MongoDB library with the release of version 4.5.0, increasing capabilities related to vector search, vector search index...

Spring Data MongoDB: Now with Vector Search and Queryable Encryption

MongoDB
MongoDB · 2025-06-23T17:00:00Z

Every few weeks, a new GenAI model arrives—smarter, faster, cheaper, and poised to outshine the rest. The claims stay the same, even as the names change. In just the past few weeks alone, we’ve...

Why vector embeddings are here to stay

Redis Blog
Redis Blog · 2025-06-23T00:00:00Z
新直播 – Java 启用预览:Vector API

本文与Daniel Hinojosa一起探讨Java中的Vector API,介绍其在高性能代码编写中的应用,包括SIMD技术、Vector API的设置、组件、掩码应用及性能比较,主要面向后端开发者和软件架构师。

新直播 – Java 启用预览:Vector API

The JetBrains Blog
The JetBrains Blog · 2025-06-16T10:18:02Z

There’s no doubt that search is one of the most fundamental problems in computing.

Implementing Vector Search from Scratch: A Step-by-Step Tutorial

MachineLearningMastery.com
MachineLearningMastery.com · 2025-06-10T14:49:47Z

Key Takeaways Vector quantization fundamentals: A technique that compresses high-dimensional embeddings from 32-bit floats to lower precision formats (scalar/int8 or binary/1-bit), enabling...

Scaling Vector Search with MongoDB Atlas Quantization & Voyage AI Embeddings

MongoDB
MongoDB · 2025-06-10T14:00:00Z
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