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Build a Text-to-SQL solution for data consistency in generative AI using Amazon Nova

Favorite Businesses rely on precise, real-time insights to make critical decisions. However, enabling non-technical users to access proprietary or organizational data without technical expertise remains a challenge. Text-to-SQL bridges this gap by generating precise, schema-specific queries that empower faster decision-making and foster a data-driven culture. The problem lies in obtaining

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Shared by AWS Machine Learning June 7, 2025

Implement semantic video search using open source large vision models on Amazon SageMaker and Amazon OpenSearch Serverless

Favorite As companies and individual users deal with constantly growing amounts of video content, the ability to perform low-effort search to retrieve videos or video segments using natural language becomes increasingly valuable. Semantic video search offers a powerful solution to this problem, so users can search for relevant video content

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Shared by AWS Machine Learning June 7, 2025

Build a serverless audio summarization solution with Amazon Bedrock and Whisper

Favorite Recordings of business meetings, interviews, and customer interactions have become essential for preserving important information. However, transcribing and summarizing these recordings manually is often time-consuming and labor-intensive. With the progress in generative AI and automatic speech recognition (ASR), automated solutions have emerged to make this process faster and more

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Shared by AWS Machine Learning June 7, 2025