Amazon hosted its annual AWS Summit in New York today, revealing updates on its generative artificial intelligence offerings. Among the key highlights were the introduction of AWS App Studio, a no-code platform for creating applications using generative AI. Users can build apps with features like data models, business logic, and user interfaces without any coding experience. Amazon Q Apps, which allows users to develop generative AI apps using their company’s data, was also announced as generally available. The tool has been updated to include features like specifying data sources at the individual card level and an API.
Furthermore, Amazon Q Developer, the company’s AI coding assistant, is now available in SageMaker Studio, providing ML development lifecycle plans, tool recommendations, code generation, and troubleshooting assistance. The tool has also been customized to utilize organization-specific libraries, APIs, and methods, and users can ask it questions about their organization’s codebase.
In addition, Amazon Bedrock now supports additional data sources like web domains, Confluence, Salesforce, and SharePoint for knowledge bases, allowing businesses to use private company data for generative AI applications. Agents for Amazon Bedrock have been updated to retain conversation summaries with users, enabling smoother user-facing tasks and advanced capabilities like data analysis and optimization problems.
Vector Search for Amazon MemoryDB has been introduced to store, index, retrieve, and search vectors, facilitating generative AI use cases like fraud detection and document retrieval with high recall rates. Guardrails for Amazon Bedrock have been enhanced to detect hallucinations and ensure responsible AI practices, incorporating contextual basing and an API for evaluating input cues and model responses from third-party base models.
These developments signify Amazon’s commitment to advancing generative AI capabilities and simplifying the development and deployment of AI applications for businesses. In a rapidly evolving technological landscape, these updates provide users with powerful tools to leverage AI effectively and responsibly.
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https://sdtimes.com/ai/aws-summit-aws-app-studio-amazon-q-apps-and-more/