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Big Update: A Whole New Chatbots Life

Big news from Chatbots Life! We’re thrilled to announce a major upgrade and expansion of our platform, making it the ultimate destination for anyone looking to dive deep into AI and transform their career. We’re rolling out 150+ tutorials over the next 90 days, designed to enrich your learning and ensure you stay at the forefront of …

Samplable Anonymous Aggregation for Private Federated Data Analytics

We revisit the problem of designing scalable protocols for private statistics and private federated learning when each device holds its private data. Locally differentially private algorithms require little trust but are (provably) limited in their utility. Centrally differentially private algorithms can allow significantly better utility but require a trusted curator. This gap has led to …

Maestro: Netflix’s Workflow Orchestrator

By Jun He, Natallia Dzenisenka, Praneeth Yenugutala, Yingyi Zhang, and Anjali Norwood TL;DR We are thrilled to announce that the Maestro source code is now open to the public! Please visit the Maestro GitHub repository to get started. If you find it useful, please give us a star. What is Maestro Maestro is a general-purpose, horizontally scalable workflow …

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Lowe’s innovation: How Vertex AI Vector Search helps create interactive shopping experiences

At Lowe’s, we are always striving to make the shopping experience more enjoyable and convenient for our customers. A common challenge we’ve identified is that many shoppers visit our ecommerce site or mobile application without a clear idea of what they want but believe that they will recognize the right product when they see it.  …

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How to build user authentication into your gen AI app-accessing database

Generative AI agents introduce immense potential to transform enterprise workspaces. Enterprises from almost every industry are exploring the possibilities of generative AI, adopting AI agents for purposes ranging from internal productivity to customer-facing support. However, while these AI agents can efficiently interact with data already in your databases to provide summaries, answer complex questions, and …

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AI-powered slide generation and formula assistant come to Gemini in Looker

Today’s business intelligence (BI) offerings are rapidly transforming into powerful, generative AI-driven data analysis tools that can be accessed by all members of your organization. Today, as part of that transformation, we are bringing two key features of Gemini in Looker to preview: automated Google Slides generation, and an AI-powered formula assistant that can speed …

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If You Could Ask Googles AI Team Anything, What Would It Be?

Dear Chatbot Enthusiasts, Ready for some exciting news? We’ve got Google’s Gemini Team in our sights for the upcoming Chatbot Conference in San Francisco (Sept 24–26), and we need YOUR help to make it great! 🎉 To ensure we select the topics that matter most to you, we’d love your input. We’ve prepared a quick poll to gather …

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Intelligent document processing using Amazon Bedrock and Anthropic Claude

Generative artificial intelligence (AI) not only empowers innovation through ideation, content creation, and enhanced customer service, but also streamlines operations and boosts productivity across various domains. To effectively harness this transformative technology, Amazon Bedrock offers a fully managed service that integrates high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, …

Projected Language Models: A Large Model Pre-Segmented Into Smaller Ones

This paper has been accepted at the Foundation Models in the Wild workshop at ICML 2024. Large language models are versatile tools but are not suitable for small inference budgets. Small models have more efficient inference but their lower capacity means that their performance can be good only if one limits their scope to a …