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Getting AI to write good SQL: Text-to-SQL techniques explained

Organizations depend on fast and accurate data-driven insights to make decisions, and SQL is at the core of how they access that data. With Gemini, Google can generate SQL directly from natural language — a.k.a. text-to-SQL. This capability increases developer and analysts’ productivity and empowers non-technical users to interact directly with the data they need. …

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How Apoidea Group enhances visual information extraction from banking documents with multimodal models using LLaMA-Factory on Amazon SageMaker HyperPod

This post is co-written with Ken Tsui, Edward Tsoi and Mickey Yip from Apoidea Group. The banking industry has long struggled with the inefficiencies associated with repetitive processes such as information extraction, document review, and auditing. These tasks, which require significant human resources, slow down critical operations such as Know Your Customer (KYC) procedures, loan …

Expanding our Risk Protection Program with new insurance partners and AI coverage

Today’s businesses have a vital need to manage and, when appropriate, transfer cyber risk in their cloud environments — even with robust security measures in place. At Google Cloud Next last month, we unveiled significant advancements to our Risk Protection Program, an industry-first collaboration between Google and leading cyber insurers that provides competitively priced cyber-insurance …