Working with Amazon Cloud Technology, Beijing Lingao Technology helps enterprises seamlessly combine large models and data​

As the generative AI era continues to develop, more and more companies are beginning to pay attention to, apply and even Train large models and want to create greater business value. This idea is certainly correct. The emergence of large models will definitely bring innovation and breakthroughs to enterprises. However, the basic model relies on large-scale high-quality data sets, and we want to use generative AI to bring enterprises# The key to ##differentiation advantage is the company's proprietary data. Data is one of the core competitiveness of the company. #Recently, Amazon Cloud Technology has launched "

No data, no model - Generative## A media communication meeting was held with the theme of "#Data Base in the AI ​​Era". At the meeting, Beijing Lingao Technology CEO Li Qipeng introduced how Vanushelps companies solve data problems, thus seamlessly integrating with large models. Beijing Lingao Technology is a

fast-growing

start-up company, dedicated to Promote the popularization of generative AI technology, thereby accelerating the business success of enterprises. Beijing Lingao Technology firmly believes that AI Agent will become the driving force behind the rapid growth of corporate business As the key strength, and successively launched three SaaS products, Vanus Connect, Vanus AI and VanChat, Enterprise provides a SaaS platform that helps build AI Agent, and has served a total of 30,000 users around the world.

#Large Model

and

Enterprise Data 'sSeamless integration Why is it difficult for enterprises to combine their business data with large models?

#First of all, requires high learning ability of the model. The enterprise

has many types of data, the format is messy and the sources cannot be unified, requires a modelthat can deeply understand the diversity of the enterprise ized data;Second,

has high requirements for the model to perceive changes. Business data changes in real time with enterprise operations, models need to continuously learn from different sources of continuously changing business information; Third ,

model compliance issues. Enterprises must not only let the model understand the data well, but also need to be safe and compliant, and cannot touch the red line; ##Fourth, the model is biased. Because different large language models have different sources of training data and different focuses, the models will be biased.

So LiQi Peng

believes that

data is One of the core challenges of enterprise implementation of large-scale models,If there is an intermediate link that can help users connect the past and the next, this pain point may be solved. The large model middleware is between the large model and the application. It is the last mile to get through the large model enterprise implementation. It is an essential component for enterprises to build AI applications, is the key to helping enterprises solve data problems. Beijing Lingao Technology can not only help enterprises solve data pain points, but also help enterprises seamlessly integrate their business data with large models :

In the neural network layer,

Vanus Connect can connect different data sources of the enterprise, perceive changes in enterprise business events in real time, and push them to the nerve center , and then receive instructions from the nerve center to execute them to solve the problem; at the nerve center layer, Vanus AI combines knowledge base (vector database) and large models to help enterprises make business decisions . At the same time, the large model middlewareVanus

can combine the advantages of

with the enterprise Seamless data integration, provides users with multiple model choices such as Claude 3, and realizes automatic synchronization of product data, Including automatic product data update, Shopify data automatic access, etc., and also and websites, DingTalk, Feishu, Enterprise WeChat and other third-party applications are seamlessly integrated. ##Amazon Cloud Technology empowers Beijing Lingao Technology in many aspects

Beijing Lingao Technology helps enterprises solve data problems, which is inseparable from the empowerment of Amazon Cloud Technology. Beijing Lingao Technology joined the Amazon Cloud Technology Partner Network (APN) at the beginning of 's establishment. not only obtained resources such as recommended customers and partners, but also obtained technical empowerment. Accelerate the entry of generative AI products into the market. For a start-up company with many uncertain factors, Beijing Lingao Technology has benefited a lot.

From a technical perspective, Beijing Lingao Technology is based on Amazon Cloud Technology’s three types of cloud services: basic cloud services, large language models, and data storage, as well as Amazon The elastic scalability, high availability, low latency, strong reasoning capabilities and other features of cloud technology products build the Vanus platform .

Specifically, BeijingLingao Technology utilizesAmazon Elastic Kubernetes Service (Amazon EKS) The elastic expansion capability based on network traffic enables the Agent built by Vanus AI to smoothly and elastically expand according to user business traffic. Helping enterprises reduce average costs by 30% and increase cost performance by 20%;

Via Amazon DocumentDB Native 3 Availability Zone, 6Copy of Design, Beijing Lingao Technology not only improves the availability and reliability of the system, but also achieves a service level agreement (SLA) of no less than 99.99% uptime.

At the same time, with the help of Amazon Simple Storage Service (Amazon S3) and the high concurrent data query capabilities of the database, Improved large model context loading time; and Amazon Cloud Technology's global network node acceleration capability reduces Agent response system delay by 40%, greatly reducing the delay.

Claude model provided by Amazon Bedrock, Provides very strong language understanding and logical reasoning capabilities for the AI Agent of the Vanus platform.

Through the easy-to-use and powerful cloud services provided by Amazon Cloud Technology, Vanus encountered the Most technical questionscan be answered onAmazon Cloud Technology. In addition, Amazon Cloud Technology also provides a full range of technical services, including technical solutions and architects, to accelerate the implementation of Vanus products.

From the perspective of promotion resources and support, Amazon Cloud Technology helps Beijing Lingao Technology accelerate product entry market. 李Qipeng said that since Beijing Lingao Technology is a start-up company driven by technology, Therefore, resources are not abundant in operations, market , etc., and users need to be aware of the new brand. The process of knowledge and acceptance is a big challenge for start-up companies. But Amazon Cloud Technology Partner Network (APN) helps BeijingLingao Technology’s products quickly be introduced to the market and get more Exposure, also met many channel partners.

李QipengWhen interviewed, said " Special thanks to Amazon Cloud Technology for bringing us certainty and helping us build a stable and robust data base so that we can easily face the uncertainty of user business. #In the future, Amazon Cloud Technology

will continue to lead the construction of data base Three essentialsCoreCapabilities, i.e., model fine-tuning and pre-training required data processing capabilities, utilization of specialized The ability to quickly combine data and models to generate unique value, as well as the ability to effectively process new data to promote the continued and rapid development of generative AI applications, helps enterprises succeed in the era of generative AI and will bring more "uncertain" turns into "certain".

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