1024, 1024 in 2023, is destined to be an extraordinary 1024. AIGC has become the theme of the entire year. Amazon Cloud Technology held the Generative AI Builders Conference on this most important day for developers every year. Let us learn about this Generative AI Builders Conference again and review the wonderful moments at the venue!
At present, the implementation of generative AI applications has moved from a hot "battle of hundreds of models" to a new stage in which a few excellent models stand out, tool chains are flourishing, and business executives are seriously looking for generative AI implementation scenarios. . Amazon Cloud Technology partners and customers are asking more: "Is this basic model suitable for me? Can I make it more suitable for my field? How can I innovate my IT architecture to quickly build AI Native applications? How? Measuring the value of introducing generative AI?" Based on this background, Amazon Cloud Technology specially held the Amazon Cloud Technology Generative AI Builders Conference, where industry leaders and technical experts focused in depth on the cutting-edge technology of generative AI. The hot technical topics and popular application scenarios of AI were shared and exchanged in depth, explaining how developers should deal with the opportunities brought by generative AI and maintain strong competitiveness in the AI era.
Take a six-way tour of the venue
This conference is divided into main venue, branch venues, developer forum and hands-on training camp
High-energy opening, empowered by AI
Empowering the new era of generative AI and promoting the universalization of data and AI
At the beginning of the conference, Chen Xiaojian, general manager of the product department of Amazon Cloud Technology Greater China, pointed out in a keynote speech titled "Empowering the new era of generative AI and promoting the inclusiveness of data and AI" that generative AI has now become a key technology for all industries and industries. The primary focus of organizational business leaders. The entire application of generative AI is like an iceberg floating on the sea. The basic model that people often mention is just the tip of the iceberg that we can see. At the bottom of the glacier, a large number of services other than the basic model are also needed to support it, such as Accelerate chips, databases, data management, application integration, etc.
Amazon Cloud Technology provides users with a complete end-to-end generative AI technology stack, from the underlying hardware to the top-level generative AI-related applications. Each layer continues to innovate according to the different needs of customers. At the same time, in practical scenarios, Amazon Cloud Technology aims to enhance customer experience, improve employee productivity and creativity, optimize business processes, help enterprises and builders start from typical scenarios to innovate business models, and quickly build cost-effective generative AI applications to Create differentiated competitive advantages and accelerate agile business innovation.
In addition, Amazon Cloud Technology has previously launched Amazon Bedrock and Amazon SageMaker JumpStart, two services designed to make it easier and safer for customers to choose a basic model.
Kingsoft Office:Amazon Bedrock helps WPS to accelerate the construction of generative AI applications
Liu Qiang, AI R&D Director from Kingsoft Office Software Co., Ltd., shared how Kingsoft Office uses generative AI and Amazon Bedrock to help enterprises simplify the process from unified data to personalized customer experience.
The leading large language model supported in Amazon Bedrock meets the needs of Kingsoft Office in multiple word processing scenarios. In addition to a variety of model options, Amazon Bedrock also provides full support for Kingsoft Office at the data security level, greatly improving Kingsoft Office's internal development efficiency and helping Kingsoft Office further innovate the office experience.
Siemens:Reshape the value of data and promote business innovation with the power of generative AI
In the process of Siemens promoting the implementation of generative AI, Siemens IT DA team has long-term and in-depth cooperation with Amazon Cloud Technology. Faced with the business problems faced by Siemens China IT such as dispersed information within the enterprise, insufficient data information transmission capabilities, and lack of knowledge operation capabilities, Amazon Cloud Technology jointly created the Siemens China business knowledge integrated solution "Xiaoyu", which greatly improved Siemens China's business knowledge integration solution. Internal team productivity and innovation effectiveness.
Covestro China: Significant improvement in development efficiency with Amazon CodeWhisperer
Yu Zhou, head of Covestro China Cloud Development and Operations Team, shared with everyone how they improve code development efficiency and accelerate the construction of generative AI applications based on Amazon CodeWhisperer.
With the support of Amazon CodeWhisperer, Covestro China’s daily code development efficiency and the accuracy of open source code application trackers have significantly improved, playing an important role in the process of building cloud native product applications. effect.
Talk about practical experience and showcase the future of AI
After the main venue, industry luminaries held a roundtable discussion titled "Discussing the Present and Future of Generative AI". Lepton AI CEO Jia Yangqing, Baichuan Intelligence co-founder COO Ru Liyun, and Aishi Technology CEO Wang Changhu , Chen Xiaojian, General Manager of the Product Department of Amazon Cloud Technology Greater China, and Hu Ying, Director of Startup Ecosystem and Investment Business Development of Amazon Cloud Technology Greater China, conducted an in-depth discussion on the opportunities and challenges faced by developers in the new stage of generative AI application implementation.
Hands-on training camp, practice brings true knowledge
In the hands-on training camp, we have prepared 4 projects, namely
- Amazon DeepRacer reinforcement learning and autonomous driving model practice
- Real-time AI programming assistant Amazon CodeWhisperer practical camp
- Amazon Bedrock First Time Explore an easy way to use the base model
- Build intelligent conversation robots based on large language models
The sub-forum explains the secrets of generative AI applications,Amazon Cloud Technology helps create best practices for generative AI applications
After the morning keynote speech, summit dialogue, and noon hands-on training camp, the afternoon session officially began. Three sessions and the developer forum started at the same time. There were senior evangelists of Amazon Cloud Technology, enterprise technology experts, and individual developers in different areas. Lectures on the track!
Key technology developments in generative AI for developers—Amazon CodeWhisperer
In the process of using generative AI for code development, how to write, speed up writing, and how to improve code quality are also issues that developers are concerned about. Amazon Cloud Technology foresees that programming will be one of the areas where generative AI technology will be rapidly applied. Amazon CodeWhisperer provided by Amazon Cloud Technology is a generative AI programming assistant that can be used in the advanced options of the basic model to generate code suggestions in real time, fundamentally improving developer productivity. Amazon CodeWhisperer currently leads the field of domestic AI programming tools and is currently the AI programming tool with the fastest growing user base in China. In the highlights of the "2023 AI Developer Ecosystem Report", Amazon CodeWhisperer is also in the leading position, accounting for a high usage rate among developers.
Efficient development of generative AI application practices based on large models—Amazon Bedrock
Through Amazon Bedrock, developers can reduce obstacles in the process of building generative AI applications. Amazon Bedrock is a fully managed service that can help developers build generative AI applications more efficiently and conveniently, simplifying development. Maintain privacy and security while maintaining privacy. Developers don’t have to manage any infrastructure and can securely integrate and deploy generative AI capabilities into their applications using familiar Amazon Cloud services.
How to play generative AI on K8S
ApeCloud co-founder & CTO Cai Trunglu shared how to play with generative AI on K8S. Nowadays, every company is using LLM + AIGC to improve efficiency. The supply of LLM + AIGC is experiencing explosive growth, with new developments happening every day. But maintaining LLM + AIGC infrastructure (especially privatized deployments) is very complex and requires LLMOps support. K8S is a natural breeding ground for LLMOps to breed and grow.
Graph RAG, a detailed explanation of the new technology stack for large model applications
RAG is the mainstream AI paradigm for building cognitive intelligence applications based on private knowledge. However, some existing segmentation and embedding methods still have many pain points and problems in production-level applications. Gu Si, the chief developer evangelist of NebulaGraph, introduced in detail the graph-based knowledge structure to break through more challenges in the RAG field.
He mentioned that Amazon SageMaker is very compatible with the LangChain and LlmaIndex communities. It only requires rewriting a small amount of code to migrate locally developed content. To Amazon Cloud Technology Platform.
From Cloud Native to AI Native, the vector database in the new era
Luan Xiaofan, partner and technical director of Zilliz, technical advisory committee member of LF AI & Data Foundation, introduced the new infrastructure of the AIGC era - vector database and its application scenarios, and shared the journey from Milvus 1.0, the world's first AI native database, to Milvus 2.0, how to build a cloud-native vector database.
unexpected surprise
Long before this conference, Amazon Cloud Technology launched a cloud exploration laboratory event. Many developers across the network were invited to experience Amazon CodeWhisperer and share their experience. During the event, they gained a lot, not only The rewards of learning Amazon CodeWhisperer are also very rich material rewards, such as grip balls, folding keyboards, hand-brewed coffee pots, etc., and even **Amazon Cloud Technology Re:Invent 2023 Tickets (Las Vegas),** The author was also very lucky to get the tickets
It's both the end and the beginning
At this point, the wonderful review of Amazon Cloud Technology’s Generative AI Builders Conference is over, but the future development is not over yet. Amazon Cloud Technology’s investment in generative AI is becoming increasingly huge, and its momentum in the field of generative AI is growing. Big, let us look forward to Amazon Cloud Technology providing more high-quality services to developers and enterprises!
Welfare time is up!
Amazon CodeWhisperer
Free and easy-to-use AI coding assistant, use your AI coding companion app to build apps faster and more securely
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Cloud Discovery Laboratory
Currently, Amazon Cloud Technology &CSDN [Cloud Discovery Laboratory] is still active. You can actively sign up to participate. You can redeem very generous prizes at the end of the event through event points!
Activity link: https://dev.amazoncloud.cn/experience/codewhisperer-2?sc_medium=corecontent&sc_campaign=product&sc_channel=CSDN&visitfrom =CSDN
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Relevant information
A wonderful review of Amazon Cloud Technology’s Generative AI Builders Conference
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