Databases

In Part 1 of this post, we covered how Retrieval Augmented Generation (RAG) can be used to enhance responses in…

Migrating a MySQL database from an on-premises environment to AWS brings with it an array of advantages. However, it can…

This is the second post in a series where we dive deep into performance testing MySQL environments being migrated from…

This is the third post in a series where we dive deep into performance testing of MySQL environments being migrated…

Aktivo Labs, a pioneering health-tech startup based in Singapore, has made significant strides in the fight against chronic diseases. Aktivo…

To ensure that you properly size your Amazon Relational Database Service (Amazon RDS) for Db2 instances and achieve comparable or…

Welcome to the latest article in our “Away From the Keyboard” series, which features interviews with people at MongoDB, discussing…

This is a guest post co-written with Itay Kirshenbaum from Claroty. Claroty is a leading provider of industrial cybersecurity solutions,…

Amazon Relational Database Service (Amazon RDS) makes it straightforward to set up, operate, and scale a relational database in the…

人工智能（AI) 世界正在以闪电般的速度发展，各种应用层出不穷，其中包括目前最为炫酷的新AI聊天机器人之一：角色AI。角色AI可以进行有趣的对话，帮助学习一门新语言，或者创建用户自己的聊天机器人。 YoMio.AI是一家专注角色AI的天使轮初创公司，聚焦AI娱乐，致力于从各方面让AI成为人类的陪伴。YoMio.AI目前主要开发了AI原生娱乐产品Rubii，并围绕Rubii构建了一整套产品矩阵，将Rubii中的功能解构，创造一套独立的服务，其中包括：全球最快的语音生成推理引擎之一；从Rubii上一键将角色放到其他社交平台，例如QQ；提供公开竞技场测评大语言模型的角色扮演能力（Roleplay LLM Arena）；快速定制富知识机器人等。 初创公司，尤其是AI初创公司正在以最大限度的想象力在改变着我们每天的生活。他们每天在为我们创造工具，而在这个过程中，AI初创公司也迫切需要好用的工具。YoMio.AI创始人Junity指出，就开发而言，初创公司首先最需要的是统一有效的云架构解决方案，将全部应用迁移到一家云；其次，初创公司需求变化快，需要随时更改表单，非关系型数据库更为适配；此外，多语言全文搜索也是一项必要功能。 为了应对以上挑战与需求，MongoDB Atlas成为了YoMio.AI近乎完美的适配解决方案。 利用二进制存储缓存张量，实现MongoDB版Prompt Cache，打造全球最快TTS推理引擎之一。 利用MongoDB储存二进制文件的能力，YoMio.AI实现了行业首个GPT-SoVITS极速推理，成功将原版3秒左右一条音频优化到15秒推理出160条音频（注：GPT-SoVITS是一款先进的TTS框架，在Github上超过30000星标，以跨语言、3秒语音无需训练即可克隆而著称）。据Junity介绍，通过MongoDB Atlas，YoMio.AI无需像PostgreSQL装插件来实现中文全文搜索，也无需像Elastic Search专门配置搜索节点，配置Atlas Index后，仅需简单的代码即可搜索。 Search Index实现多语言全文搜索。 MongoDB 的全文索引可以帮助用户快速地查找包含特定关键字或短语在内的数据。这对很多应用程序来说非常重要，因为可以使用全文索引来快速查找相关数据。在MongoDB支持之下，YoMio.AI不但实现了中日英韩粤多语言搜索，而且能够实现跨语言搜索，甚至是在同一句话中进行混读。 Atlas Vector…

As enterprises continue to scale, the need for powerful, seamless data migration tools becomes increasingly important. Adiom, founded by industry…

Purge is a housekeeping operation in a MySQL database. The InnoDB storage engine relies on it to clean up undo…

Amazon DocumentDB (with MongoDB compatibility) is a fully managed native JSON document database that makes it straightforward and cost-effective to…

Roughly 20% of the US population is neurodiverse, which means that you likely work with a colleague who learns and…

Amazon Aurora PostgreSQL-Compatible Edition supports the pgvector extension. It enables you to store and manipulate vector embeddings directly within your…

In this post, we highlight common challenges encountered during homogeneous database migrations and how using AWS Database Migration Service (AWS…

Interesting ideas are bound to emerge when great minds come together, so there was no shortage of interesting ideas on…

As organizations modernize their applications, they are increasingly choosing containerization as their preferred approach. Containerization decouples applications from the underlying…

Amazon Aurora is a global-scale managed relational database service, purpose-built for the cloud with full MySQL and PostgreSQL compatibility. It…

For insurance companies, determining the right technology investments can be difficult, especially in today’s climate where technology options are abundant…