search
HomeTechnology peripheralsAIThe 'golden partner' of large models is here! Tencent Cloud officially releases AI native vector database, providing 1 billion-level vector retrieval capabilities

On July 4, Tencent Cloud officially released the AI ​​native (AI Native) vector database Tencent Cloud VectorDB. This database can be widely used in scenarios such as large model training, inference, and knowledge base supplementation. It is the first vector database in China that provides full life cycle AI from the access layer, computing layer, to storage layer.

Known in the industry as the "hippocampus" of large models, vector databases are specifically designed to store and query vector data. According to reports, Tencent Cloud's vector database supports up to 1 billion vector retrieval scale, with latency controlled at the millisecond level. Compared with traditional stand-alone plug-in databases, the retrieval scale is increased by 10 times, and it also has a peak query capacity of one million levels per second (QPS).

Tencent Cloud defines AI Native vector database

With the advent of the big model era, embracing big models has become a necessity for enterprises.

By vectorizing data for storage, vector databases can significantly improve efficiency and reduce costs. It can solve the problems of high pre-training costs for large models, no "long-term memory", insufficient knowledge updates, and complex prompt word engineering. It breaks through the time and space limitations of large models and accelerates the implementation of large models in industry scenarios.

Statistics show that using Tencent Cloud Vector Database for classification, deduplication and cleaning of large model pre-training data can achieve a 10 times improvement in efficiency compared to traditional methods. If the vector database is used as an external knowledge base for model reasoning, Then the cost can be reduced by 2-4 orders of magnitude.

It is worth noting that Tencent Cloud has redefined the development paradigm of AI Native and provided a comprehensive AI solution for the access layer, computing layer, and storage layer, enabling users to use vector databases throughout the entire life cycle. Apply to AI capabilities.

Specifically, at the access layer, Tencent Cloud Vector Database supports the input of natural language text, adopts the "scalar vector" query method, supports full memory indexing, and supports up to one million queries per second (QPS). ; At the computing layer, the AI ​​Native development paradigm can realize full-scale data AI calculations, and one-stop solves problems such as text segmentation (segmentation) and vectorization (embedding) when enterprises build private domain knowledge bases; at the storage layer, Tencent Cloud Vector database supports intelligent storage distribution of data, helping enterprises reduce storage costs by 50%.

The golden partner of large models is here! Tencent Cloud officially releases AI native vector database, providing 1 billion-level vector retrieval capabilities

It used to take about a month for enterprises to access a large model. After using Tencent Cloud Vector Database, it can be completed in 3 days, which greatly reduces the enterprise's access costs.

It is understood that the vectorization capability (embedding) of Tencent Cloud Vector Database has been recognized by authoritative organizations many times. In 2021, it topped the MS MARCO list and related results have been published in the NLP Summit ACL.

Luo Yun, deputy general manager of Tencent Cloud Database, said that the era of AI Native has arrived. "Vector database large model data" and the three will produce a "flywheel effect" and jointly help enterprises enter the AI ​​Native era. )era.

Tencent Cloud Vector Database helps data access efficiency increase by 10 times

Tencent Cloud Vector Database is based on Tencent Group’s vector engine (OLAMA), which processes hundreds of billions of searches every day. After practice in Tencent’s internal massive scenarios, the efficiency of data access to AI is also 10 times higher than that of traditional solutions, and the operational stability is as high as 99.99%, it has been used in more than 30 national-level products such as Tencent Video, QQ Browser, QQ Music, etc.

Tencent Cloud vector database can effectively help products improve operational efficiency. Data shows that after using Tencent Cloud Vector Database, the per capita listening time of QQ Music increased by 3.2%, the per capita effective exposure time of Tencent Video increased by 1.74%, and the cost of QQ Browser decreased by 37.9%.

Take the application of Tencent Video as an example. Images, audio, title text and other contents in the video library use Tencent Cloud vector database. The average monthly retrieval and calculation volume is up to 20 billion times, which effectively meets the needs of copyright protection and original identification. , similarity retrieval and other scenario requirements.

Large model accelerated vector databases have entered a period of rapid development. According to Northeast Securities’ forecast, the global vector database market is expected to reach US$50 billion by 2030, and the domestic vector database market is expected to exceed RMB 60 billion.

Vector databases can help enterprises use large models more efficiently and conveniently to maximize the value of data. With the continuous development and popularization of large models, AI Native vector databases will become the standard for enterprise data processing.

The above is the detailed content of The 'golden partner' of large models is here! Tencent Cloud officially releases AI native vector database, providing 1 billion-level vector retrieval capabilities. For more information, please follow other related articles on the PHP Chinese website!

Statement
This article is reproduced at:搜狐. If there is any infringement, please contact admin@php.cn delete
The AI Skills Gap Is Slowing Down Supply ChainsThe AI Skills Gap Is Slowing Down Supply ChainsApr 26, 2025 am 11:13 AM

The term "AI-ready workforce" is frequently used, but what does it truly mean in the supply chain industry? According to Abe Eshkenazi, CEO of the Association for Supply Chain Management (ASCM), it signifies professionals capable of critic

How One Company Is Quietly Working To Transform AI ForeverHow One Company Is Quietly Working To Transform AI ForeverApr 26, 2025 am 11:12 AM

The decentralized AI revolution is quietly gaining momentum. This Friday in Austin, Texas, the Bittensor Endgame Summit marks a pivotal moment, transitioning decentralized AI (DeAI) from theory to practical application. Unlike the glitzy commercial

Nvidia Releases NeMo Microservices To Streamline AI Agent DevelopmentNvidia Releases NeMo Microservices To Streamline AI Agent DevelopmentApr 26, 2025 am 11:11 AM

Enterprise AI faces data integration challenges The application of enterprise AI faces a major challenge: building systems that can maintain accuracy and practicality by continuously learning business data. NeMo microservices solve this problem by creating what Nvidia describes as "data flywheel", allowing AI systems to remain relevant through continuous exposure to enterprise information and user interaction. This newly launched toolkit contains five key microservices: NeMo Customizer handles fine-tuning of large language models with higher training throughput. NeMo Evaluator provides simplified evaluation of AI models for custom benchmarks. NeMo Guardrails implements security controls to maintain compliance and appropriateness

AI Paints A New Picture For The Future Of Art And DesignAI Paints A New Picture For The Future Of Art And DesignApr 26, 2025 am 11:10 AM

AI: The Future of Art and Design Artificial intelligence (AI) is changing the field of art and design in unprecedented ways, and its impact is no longer limited to amateurs, but more profoundly affecting professionals. Artwork and design schemes generated by AI are rapidly replacing traditional material images and designers in many transactional design activities such as advertising, social media image generation and web design. However, professional artists and designers also find the practical value of AI. They use AI as an auxiliary tool to explore new aesthetic possibilities, blend different styles, and create novel visual effects. AI helps artists and designers automate repetitive tasks, propose different design elements and provide creative input. AI supports style transfer, which is to apply a style of image

How Zoom Is Revolutionizing Work With Agentic AI: From Meetings To MilestonesHow Zoom Is Revolutionizing Work With Agentic AI: From Meetings To MilestonesApr 26, 2025 am 11:09 AM

Zoom, initially known for its video conferencing platform, is leading a workplace revolution with its innovative use of agentic AI. A recent conversation with Zoom's CTO, XD Huang, revealed the company's ambitious vision. Defining Agentic AI Huang d

The Existential Threat To UniversitiesThe Existential Threat To UniversitiesApr 26, 2025 am 11:08 AM

Will AI revolutionize education? This question is prompting serious reflection among educators and stakeholders. The integration of AI into education presents both opportunities and challenges. As Matthew Lynch of The Tech Edvocate notes, universit

The Prototype: American Scientists Are Looking For Jobs AbroadThe Prototype: American Scientists Are Looking For Jobs AbroadApr 26, 2025 am 11:07 AM

The development of scientific research and technology in the United States may face challenges, perhaps due to budget cuts. According to Nature, the number of American scientists applying for overseas jobs increased by 32% from January to March 2025 compared with the same period in 2024. A previous poll showed that 75% of the researchers surveyed were considering searching for jobs in Europe and Canada. Hundreds of NIH and NSF grants have been terminated in the past few months, with NIH’s new grants down by about $2.3 billion this year, a drop of nearly one-third. The leaked budget proposal shows that the Trump administration is considering sharply cutting budgets for scientific institutions, with a possible reduction of up to 50%. The turmoil in the field of basic research has also affected one of the major advantages of the United States: attracting overseas talents. 35

All About Open AI's Latest GPT 4.1 Family - Analytics VidhyaAll About Open AI's Latest GPT 4.1 Family - Analytics VidhyaApr 26, 2025 am 10:19 AM

OpenAI unveils the powerful GPT-4.1 series: a family of three advanced language models designed for real-world applications. This significant leap forward offers faster response times, enhanced comprehension, and drastically reduced costs compared t

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

WebStorm Mac version

WebStorm Mac version

Useful JavaScript development tools

mPDF

mPDF

mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

EditPlus Chinese cracked version

EditPlus Chinese cracked version

Small size, syntax highlighting, does not support code prompt function

DVWA

DVWA

Damn Vulnerable Web App (DVWA) is a PHP/MySQL web application that is very vulnerable. Its main goals are to be an aid for security professionals to test their skills and tools in a legal environment, to help web developers better understand the process of securing web applications, and to help teachers/students teach/learn in a classroom environment Web application security. The goal of DVWA is to practice some of the most common web vulnerabilities through a simple and straightforward interface, with varying degrees of difficulty. Please note that this software

SublimeText3 English version

SublimeText3 English version

Recommended: Win version, supports code prompts!