Remove Generative AI Remove IDP Remove Metadata
article thumbnail

Secure a generative AI assistant with OWASP Top 10 mitigation

Flipboard

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

article thumbnail

Build a generative AI enabled virtual IT troubleshooting assistant using Amazon Q Business

AWS Machine Learning Blog

It handles a wide range of tasks such as answering questions, providing summaries, generating content, and completing tasks based on data in your organization. Amazon Q Business offers over 40 data source connectors that connect to your enterprise data sources and help you create a generative AI solution with minimal configuration.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Unleashing the multimodal power of Amazon Bedrock Data Automation to transform unstructured data into actionable insights

AWS Machine Learning Blog

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling. billion in 2025 to USD 66.68 billion by 2032 with a CAGR of 30.1 %.

article thumbnail

Discover insights from Gmail using the Gmail connector for Amazon Q Business

AWS Machine Learning Blog

Amazon Q Business is a fully managed, generative AI-powered assistant designed to enhance enterprise operations. The Gmail connector for Amazon Q Business also supports the indexing of a rich set of metadata from the various entities in Gmail. These field mappings allow you to map Gmail field names to Amazon Q index field names.

IDP 117
article thumbnail

Build private and secure enterprise generative AI applications with Amazon Q Business using IAM Federation

AWS Machine Learning Blog

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access.

IDP 127
article thumbnail

Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

AWS Machine Learning Blog

Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, unstructured enterprise documents.

IDP 128
article thumbnail

Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

AWS Machine Learning Blog

Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.

IDP 136