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Today's links look at function calling with LLMs, whether prompt engineering is already tired, and if "platform as product" is back.
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<p>Given the fast evolution of technology right now, I wonder if enterprises are doing strategic planning exercises more often. Annual plans don’t work in this climate. As I read the items below, I was thinking about how organizations are adapting!</p> <p>[blog] <strong><a href="https://medium.com/google-cloud/using-gemini-function-calling-in-java-for-deterministic-generative-ai-responses-4c86a5ab80a9">Deterministic Generative AI with Gemini Function Calling in Java</a></strong>. Sometimes you have to see something over and over again before it clicks. I’ve now read enough about function calling in LLMs to “get” it. Good post here from Abi.</p> <p>[blog] <strong><a href="https://medium.com/pinterest-engineering/how-we-built-text-to-sql-at-pinterest-30bad30dabff">How we built Text-to-SQL at Pinterest</a></strong>. Is natural language about to become the preferred interface into data sources? Maybe, with the help of generative AI. Here’s what Pinterest built.</p> <p>[guide] <strong><a href="https://cloud.google.com/architecture/rag-capable-gen-ai-app-using-gke">Infrastructure for a RAG-capable generative AI application using GKE</a></strong>. So good. Learn how to build an AI platform that makes it possible to deploy contextual apps that know about your domain.</p> <p>[article] <strong><a href="https://www.ciodive.com/news/prompt-engineering-AI-LLM-VMware-research/712190/">Is prompt engineering’s party over?</a></strong> That was fast. Will LLMs be better prompts, and are they already better than humans? I wouldn’t hire a dedicated “prompt engineer”, but the tech isn’t ready for the robots to take this on.</p> <p>[article] <strong><a href="https://techcrunch.com/2024/04/04/aerospike-raises-100m-for-its-real-time-database-platform-to-capitalize-on-the-ai-boom/">Aerospike raises $100M for its real-time database platform to capitalize on the AI boom</a></strong>. Done right, a lot of existing data vendors will find new life by legitimately serving AI use cases. Good for Aerospike.</p> <p>[blog] <strong><a href="https://medium.com/google-cloud/parsing-invoices-using-gemini-1-5-api-with-google-apps-script-1f32af1678f2">Parsing Invoices using Gemini 1.5 API with Google Apps Script</a></strong>. There are so many creative uses of LLMs, even when applied to “boring” scenarios like processing invoices. Fun example here.</p> <p>[blog] <strong><a href="https://firebase.blog/posts/2024/04/next-24">Firebase at Cloud Next ’24</a></strong>. This is the most straight-up dev content I’ve seen at our cloud conference. Learn Flutter and Angular, Go and Android. And go deep on Firebase.</p> <p>[blog] <strong><a href="https://www.syntasso.io/post/kubecon-eu-paris-the-re-emergence-of-platform-as-a-product">KubeCon EU Paris: The (Re)Emergence of Platform as a Product</a></strong>. I’ve been on the “platform as product” train for many years now, and modern platform engineering embraces that concept.</p> <p>[blog] <strong><a href="https://cloud.google.com/blog/products/networking/understanding-dns-options-for-gke/?e=48754805">DNS providers for Google Kubernetes Engine explained</a></strong>. Geeky topic, but there are performance and reliability outcomes that stem from your choices here.</p> <p>##</p> <p>Want to get this update sent to you every day? <a rel="noreferrer noopener" href="https://seroter.com/feed/" target="_blank">Subscribe to my RSS feed</a> or subscribe via email below:</p> <div class="wp-block-jetpack-subscriptions__supports-newline wp-block-jetpack-subscriptions"> <div> <div> <div> <p > <a href="https://seroter.com/?post_type=post&p=16179" style="font-size: 16px;padding: 15px 23px 15px 23px;margin: 0px; margin-left: 10px;border-radius: 0px;border-width: 1px; background-color: #113AF5; color: #FFFFFF; text-decoration: none; white-space: nowrap; margin-left: 0">Subscribe</a> </p> </div> </div> </div> </div>
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--- !ruby/object:Feedjira::Parser::RSSEntry title: Daily Reading List – April 4, 2024 (#291) summary: Today's links look at function calling with LLMs, whether prompt engineering is already tired, and if "platform as product" is back. content: "\n<p>Given the fast evolution of technology right now, I wonder if enterprises are doing strategic planning exercises more often. Annual plans don’t work in this climate. As I read the items below, I was thinking about how organizations are adapting!</p>\n\n\n\n<p>[blog] <strong><a href=\"https://medium.com/google-cloud/using-gemini-function-calling-in-java-for-deterministic-generative-ai-responses-4c86a5ab80a9\">Deterministic Generative AI with Gemini Function Calling in Java</a></strong>. Sometimes you have to see something over and over again before it clicks. I’ve now read enough about function calling in LLMs to “get” it. Good post here from Abi.</p>\n\n\n\n<p>[blog] <strong><a href=\"https://medium.com/pinterest-engineering/how-we-built-text-to-sql-at-pinterest-30bad30dabff\">How we built Text-to-SQL at Pinterest</a></strong>. Is natural language about to become the preferred interface into data sources? Maybe, with the help of generative AI. Here’s what Pinterest built.</p>\n\n\n\n<p>[guide] <strong><a href=\"https://cloud.google.com/architecture/rag-capable-gen-ai-app-using-gke\">Infrastructure for a RAG-capable generative AI application using GKE</a></strong>. So good. Learn how to build an AI platform that makes it possible to deploy contextual apps that know about your domain.</p>\n\n\n\n<p>[article] <strong><a href=\"https://www.ciodive.com/news/prompt-engineering-AI-LLM-VMware-research/712190/\">Is prompt engineering’s party over?</a></strong> That was fast. Will LLMs be better prompts, and are they already better than humans? I wouldn’t hire a dedicated “prompt engineer”, but the tech isn’t ready for the robots to take this on.</p>\n\n\n\n<p>[article] <strong><a href=\"https://techcrunch.com/2024/04/04/aerospike-raises-100m-for-its-real-time-database-platform-to-capitalize-on-the-ai-boom/\">Aerospike raises $100M for its real-time database platform to capitalize on the AI boom</a></strong>. Done right, a lot of existing data vendors will find new life by legitimately serving AI use cases. Good for Aerospike.</p>\n\n\n\n<p>[blog] <strong><a href=\"https://medium.com/google-cloud/parsing-invoices-using-gemini-1-5-api-with-google-apps-script-1f32af1678f2\">Parsing Invoices using Gemini 1.5 API with Google Apps Script</a></strong>. There are so many creative uses of LLMs, even when applied to “boring” scenarios like processing invoices. Fun example here.</p>\n\n\n\n<p>[blog] <strong><a href=\"https://firebase.blog/posts/2024/04/next-24\">Firebase at Cloud Next ’24</a></strong>. This is the most straight-up dev content I’ve seen at our cloud conference. Learn Flutter and Angular, Go and Android. And go deep on Firebase.</p>\n\n\n\n<p>[blog] <strong><a href=\"https://www.syntasso.io/post/kubecon-eu-paris-the-re-emergence-of-platform-as-a-product\">KubeCon EU Paris: The (Re)Emergence of Platform as a Product</a></strong>. I’ve been on the “platform as product” train for many years now, and modern platform engineering embraces that concept.</p>\n\n\n\n<p>[blog] <strong><a href=\"https://cloud.google.com/blog/products/networking/understanding-dns-options-for-gke/?e=48754805\">DNS providers for Google Kubernetes Engine explained</a></strong>. Geeky topic, but there are performance and reliability outcomes that stem from your choices here.</p>\n\n\n\n<p>##</p>\n\n\n\n<p>Want to get this update sent to you every day? <a rel=\"noreferrer noopener\" href=\"https://seroter.com/feed/\" target=\"_blank\">Subscribe to my RSS feed</a> or subscribe via email below:</p>\n\n\n<div class=\"wp-block-jetpack-subscriptions__supports-newline wp-block-jetpack-subscriptions\">\n\t\t<div>\n\t\t\t<div>\n\t\t\t\t<div>\n\t\t\t\t\t<p >\n\t\t\t\t\t\t<a href=\"https://seroter.com/?post_type=post&p=16179\" style=\"font-size: 16px;padding: 15px 23px 15px 23px;margin: 0px; margin-left: 10px;border-radius: 0px;border-width: 1px; background-color: #113AF5; color: #FFFFFF; text-decoration: none; white-space: nowrap; margin-left: 0\">Subscribe</a>\n\t\t\t\t\t</p>\n\t\t\t\t</div>\n\t\t\t</div>\n\t\t</div>\n\t</div>" image: https://2.gravatar.com/avatar/2fab44e2f8decc2654cf4cb6b3bef813b072a16c7206880423c14d2e4be6f910?s=96&d=https%3A%2F%2F2.gravatar.com%2Favatar%2Fad516503a11cd5ca435acc9bb6523536%3Fs%3D96 url: https://seroter.com/2024/04/04/daily-reading-list-april-4-2024-291/ author: Richard Seroter comments: https://seroter.com/2024/04/04/daily-reading-list-april-4-2024-291/#respond published: 2024-04-04 23:30:16.000000000 Z categories: - Daily Reading List entry_id: !ruby/object:Feedjira::Parser::GloballyUniqueIdentifier is_perma_link: 'false' guid: http://seroter.com/?p=16179 carlessian_info: news_filer_version: 2 newspaper: Richard Seroter Blog macro_region: Blogs rss_fields: - image - comments - title - summary - published - categories - entry_id - content - url - author
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Imported via /usr/local/google/home/ricc/git/gemini-news-crawler/webapp/db/seeds.d/import-feedjira.rb on 2024-04-05 09:23:10 +0200. Content is EMPTY here. Entried: image,comments,title,summary,published,categories,entry_id,content,url,author. TODO add Newspaper: filename = /usr/local/google/home/ricc/git/gemini-news-crawler/webapp/db/seeds.d/../../../crawler/out/feedjira/Blogs/Richard Seroter Blog/2024-04-04-Daily_Reading_List_–_April_4,_2024_(#291)-v2.yaml
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