Announcing Anthropic’s Claude 3 models in Google Cloud Vertex AI

At Google Cloud, we’re committed to empowering customer choice and innovation through our curated collection of first-party, open-source, and third-party models available in Vertex AI. That’s why we’re thrilled to announce that Claude 3 — Anthropic’s new family of state-of-the-art models — will be generally available in Vertex AI Model Garden over the coming weeks, …

Google Cloud databases stand ready to power your gen AI apps with new capabilities

At Google Cloud, we help our customers unify their data and connect it with groundbreaking AI to build transformative experiences. Data, whether it’s structured data in an operational database or unstructured data in a data lake, helps make AI more effective. For businesses to truly take advantage of generative AI, they need to access, manage, …

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Knowledge Bases for Amazon Bedrock now supports hybrid search

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). In a previous post, we described how Knowledge Bases for Amazon Bedrock manages the end-to-end …

Live at GTC: Hear From Industry Leaders Using AI to Drive Innovation and Agility

Interest in new AI applications reached a fever pitch last year as business leaders began exploring AI pilot programs. This year, they’re focused on strategically implementing these programs to create new value and sharpen their competitive advantage. GTC, NVIDIA’s conference on AI and accelerated computing, set for March 18-21 at the San Jose Convention Center, …

Think inside the box: Container use cases, examples and applications

Container management has come a long way. For decades, managing containerized environments was a relatively simple affair. The modern idea of a computer container originally appeared back in the 1970s, with the concept first being used to help define application code on Unix systems. Modern containerization technology has moved on steadily from those early beginnings, …

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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

Amazon Bedrock provides a broad range of models from Amazon and third-party providers, including Anthropic, AI21, Meta, Cohere, and Stability AI, and covers a wide range of use cases, including text and image generation, embedding, chat, high-level agents with reasoning and orchestration, and more. Knowledge Bases for Amazon Bedrock allows you to build performant and …

Unleash the power of generative AI with BigQuery and Vertex AI

Organizations dream of unlocking new insights and efficiencies with AI. To do this, they need a data and AI platform that makes it easy and seamless to access all enterprise data, both structured and unstructured, in a secure and governed way. To help customers accomplish this, we are announcing innovations that further connect data and …

What is managed DNS, anyway?

Managed DNS is where a third-party hosts and optimizes your DNS resolution architecture to provide the fastest, most secure, most reliable experience. Perhaps the easiest way to explain it is by looking at the opposite scenario: what if you don’t have a managed DNS service in place? Every query in the Domain Name System (DNS) follows the …

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Build a robust text-to-SQL solution generating complex queries, self-correcting, and querying diverse data sources

Structured Query Language (SQL) is a complex language that requires an understanding of databases and metadata. Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. The solution in this post aims to …

Code samples to get started building generative AI apps on Google Cloud

Last year, we surveyed over 100 senior executives from leading companies on the top generative AI use cases for 2024. They told us their top use cases delivered near-term benefits for their business and had a lower time to and risk to implement. Specifically, they identified improving customer service, increasing the productivity of software development …