AI Tech & Automation Blog

Announcing new MCP integrations to Google Cloud Databases to enable AI-assisted development

Jun 5, 2025

5 min

Announcing new MCP integrations to Google Cloud Databases to enable AI-assisted development

Last month at Google Cloud Next ‘25, we announced MCP Toolbox for Databases to make it easier to connect generative AI agents to databases, and automate core en

Impel enhances automotive dealership customer experience with fine-tuned LLMs on Amazon SageMaker

Jun 5, 2025

9 min

Impel enhances automotive dealership customer experience with fine-tuned LLMs on Amazon SageMaker

This post is co-written with Tatia Tsmindashvili, Ana Kolkhidashvili, Guram Dentoshvili, Dachi Choladze from Impel. Impel transforms automotive retail through a

Jun 5, 2025

2 min

This sub has SERIOUSLY slept on Chroma. Chroma is basically Flux Pony. It's not merely "uncensored but lacking knowledge." It's the thing many people have been waiting for

I've been active on this sub basically since SD 1.5, and whenever something new comes out that ranges from "doesn't totally suck" to "Amazing," it gets wall to

Emulating the air-gapped experience: GDC Sandbox is now generally available

Jun 4, 2025

7 min

Emulating the air-gapped experience: GDC Sandbox is now generally available

Many organizations in regulated industries and the public sector that want to start using generative AI face significant challenges in adopting cloud-based AI s

Unlocking the power of Model Context Protocol (MCP) on AWS

Jun 4, 2025

22 min

Unlocking the power of Model Context Protocol (MCP) on AWS

We’ve witnessed remarkable advances in model capabilities as generative AI companies have invested in developing their offerings. Language models such as Anthro

Build GraphRAG applications using Amazon Bedrock Knowledge Bases

Jun 3, 2025

14 min

Build GraphRAG applications using Amazon Bedrock Knowledge Bases

In these days, it is more common to companies adopting AI-first strategy to stay competitive and more efficient. As generative AI adoption grows, the technology

Cloud CISO Perspectives: How governments can use AI to improve threat detection and reduce cost

May 31, 2025

8 min

Cloud CISO Perspectives: How governments can use AI to improve threat detection and reduce cost

Welcome to the second Cloud CISO Perspectives for May 2025. Today, Enrique Alvarez, public sector advisor, Office of the CISO, explores how government agencies

Deploy Amazon SageMaker Projects with Terraform Cloud

May 31, 2025

5 min

Deploy Amazon SageMaker Projects with Terraform Cloud

Amazon SageMaker Projects empower data scientists to self-serve Amazon Web Services (AWS) tooling and infrastructure to organize all entities of the machine lea

Create shareable generative AI apps in less than 60 seconds with Vertex AI and Cloud Run

May 30, 2025

3 min

Create shareable generative AI apps in less than 60 seconds with Vertex AI and Cloud Run

Want to turn your generative AI ideas into real web applications with one click? Any developer knows it’s a complex process to build shareable, interactive appl

Revolutionizing earth observation with geospatial foundation models on AWS

May 30, 2025

21 min

Revolutionizing earth observation with geospatial foundation models on AWS

Emerging transformer-based vision models for geospatial data—also called geospatial foundation models ( GeoFMs )—offer a new and powerful technology for mapping

Digital Marketing Courses to Sell Digital Marketing Courses

May 29, 2025

7 min

Digital Marketing Courses to Sell Digital Marketing Courses

There’s a strange loop taking over social media right now. Scroll through TikTok, YouTube Live, or Instagram, and you’ll see a parade of “digital marketing expe

Part 3: Building an AI-powered assistant for investment research with multi-agent collaboration in Amazon Bedrock and Amazon Bedrock Data Automation

May 29, 2025

17 min

Part 3: Building an AI-powered assistant for investment research with multi-agent collaboration in Amazon Bedrock and Amazon Bedrock Data Automation

In the financial services industry, analysts need to switch between structured data (such as time-series pricing information), unstructured text (such as SEC fi

Calling all devs: Build multi-agent systems in the Agent Development Kit Hackathon with Google Cloud

May 28, 2025

3 min

Calling all devs: Build multi-agent systems in the Agent Development Kit Hackathon with Google Cloud

Heard of AI agents lately? We know many of you are itching to start building them! Here’s your chance with the Agent Development Kit Hackathon with Google Cloud

May 28, 2025

6 min

New Amazon Bedrock Data Automation capabilities streamline video and audio analysis

Organizations across a wide range of industries are struggling to process massive amounts of unstructured video and audio content to support their core business

May 24, 2025

3 min

Mistral AI's Le Chat Enterprise and Mistral OCR 25.05 model are available on Google Cloud

At Google Cloud, we’re committed to providing the most open and flexible AI ecosystem for you to build solutions best suited to your needs. Today, we’re excited

Principal Financial Group increases Voice Virtual Assistant performance using Genesys, Amazon Lex, and Amazon QuickSight

May 24, 2025

8 min

Principal Financial Group increases Voice Virtual Assistant performance using Genesys, Amazon Lex, and Amazon QuickSight

This post was cowritten by Mulay Ahmed, Assistant Director of Engineering, and Ruby Donald, Assistant Director of Engineering at Principal Financial Group. The

May 23, 2025

4 min

Announcing Anthropic’s Claude Opus 4 and Claude Sonnet 4 on Vertex AI

Today, we're expanding the choice of third-party models available in Vertex AI Model Garden with the addition of Anthropic’s newest generation of the Claude mod

Optimize query responses with user feedback using Amazon Bedrock embedding and few-shot prompting

May 23, 2025

15 min

Optimize query responses with user feedback using Amazon Bedrock embedding and few-shot prompting

Improving response quality for user queries is essential for AI-driven applications, especially those focusing on user satisfaction. For example, an HR chat-bas

FM-Intent: Predicting User Session Intent with Hierarchical Multi-Task Learning

May 22, 2025

8 min

FM-Intent: Predicting User Session Intent with Hierarchical Multi-Task Learning

Authors: Sejoon Oh , Moumita Bhattacharya , Yesu Feng , Sudarshan Lamkhede , Ko-Jen Hsiao , and Justin Basilico Motivation Recommender systems have become essen

Integrate Amazon Bedrock Agents with Slack

May 22, 2025

14 min

Integrate Amazon Bedrock Agents with Slack

As companies increasingly adopt generative AI applications, AI agents capable of delivering tangible business value have emerged as a crucial component. In this

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