Google Cloud Partners’ Post

Ever tried navigating a city without a map? 🗺️ That’s what working with unstructured data can feel like. But with vector embeddings, your data finally gets a GPS! 📍 In our latest blog, we dive into how SnapLogic’s GenAI App Builder helps you seamlessly create, store, and query these powerful embeddings. Whether you're powering search, AI-driven recommendations, or next-gen applications, vector databases are the secret sauce. Curious to learn how SnapLogic + Vector Databases = AI magic? 👉 Read more here:  https://lnkd.in/gmmb2uTc

Why is building a GenAI application or agent different to building a traditional application? For one thing it’s a lot more data centric, both structured and unstructured. The below is a great guide to some of the approaches and technology required. It also shows why you see integration vendors like SnapLogic entering this market. Accuracy is the single biggest challenge to moving your AI prototype to production. And accuracy is as much, if not more about the data than how you tune, reinforce or augment the LLM response. #GenerativeIntegration Jocelyn Arcega Matt Sager Manish Joshi Manish Rai Toni Branco Nilesh Parmar Jee H. Thomas Peach

Key Features in Power Platform Updates 🛫 Again a ton of updates, including some of AI 🤖, but my top picks are the following: 🥇 Source Code Management: View and understand your app's underlying code for better functionality and integration with source control. 📷 Enhanced File Upload: Power Pages now support drag & drop and camera integration, making file management easier. 🗃️ Image Analysis with Copilot: Analyze images and get responses based on their content, enhancing app capabilities, meaning we get file upload in Copilots. A great set of new improvements are thus coming over the next months 🚀

I received a lot of questions about the app in this demo….it is built in our tool called Workshop. It’s a low code/no code tool to build data rich applications that empowers write back and integrating AI I built on top of the Ontology. Seriously that app was built with no code on the UI…..can your BI tool do that? https://lnkd.in/gQU3zWBJ

Building #GenAI apps that deliver highly accurate responses, rich context, and deep explainability? #KnowledgeGraphs are the answer. Learn more: https://bit.ly/3QP0ERh Full video: https://bit.ly/4dQJDjm

Building #GenAI apps that deliver highly accurate responses, rich context, and deep explainability? #KnowledgeGraphs are the answer. Learn more: https://bit.ly/3QP0ERh Full video: https://bit.ly/4dQJDjm

Having an AI control you desktop is one of those things everyone *thinks* already exists but is still very early. Well, check out this new demo of TestDriver v4 installing and onboarding to the brand new Wave Terminal terminal! The only prompt we gave the AI was "complete the onboarding of wave terminal" after running a shell script to download and install the app. Next, we'll have the AI generate 20 regression tests in parallel. Then finally, we'll run these tests for every feature branch within GitHub actions! This isn't some fake AI demo or speculation, this is real and in prod. Here's the GitHub PR (https://lnkd.in/g_p69Tky) and here's the test execution on our infra (https://lnkd.in/g5Vh8-dt). If you want TestDriver to generate tests for your own app, sign up for the waitlist at http://testdriver.ai or DM me!

Building #GenAI apps that deliver highly accurate responses, rich context, and deep explainability? #KnowledgeGraphs are the answer. Learn more: https://bit.ly/3QP0ERh Full video: https://bit.ly/4dQJDjm

🌐 Feature Alert! Metaphor's Universal Search & Auto-Documentation! Now, all catalog users can effortlessly ask questions about metadata in natural language - just like chatting with our data team. PLUS! Our Auto-Documentation feature enables you to generate insightful data documentation with just one click 🚀. Experience these features in our web app and through Slack and Teams integrations. Check out a recap of the best features we released in 2023: https://hubs.li/Q02fHF4X0 #Metaphor #DataSimplified #UniversalSearch #AutoDocumentation #InnovationInData

AI agents are amazing systems that use LLMs to select a series of actions to take. Today, I'll show you how to use LangChain agents for data analysis and build a simple web app with Streamlit. Happy learning 👇 https://lnkd.in/dWgwjV9M