Low-Code LLM Apps with LocalAI, Flowise, and Pulumi on AWS

Engin Diri Engin Diri
Low-Code LLM Apps with LocalAI, Flowise, and Pulumi on AWS

In a previous blog post from me, we discussed how easy it is to build your 🦜️🔗 LangChain LLM application and use 🦜️🏓 LangServe and Pulumi to deploy it on an AWS Fargate cluster. We even went a step further and deployed a Pinecone index, all in a few lines of Pulumi code, to provide a vector store for our LLM application. Let me walk you this time a different path on creating a LLM applications.

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Introducing the Latest ESC Editor Enhancements for Improved Authoring

Pat Gavlin Pat Gavlin Arun Loganathan Arun Loganathan
Introducing the Latest ESC Editor Enhancements for Improved Authoring

With Pulumi ESC, our goal is to not only create a tool that simplifies the development process but also one that developers love. In pursuit of this goal, we’re excited to announce enhancements to the Pulumi ESC environment editor. These enhancements are focused on addressing common challenges encountered when authoring environments: syntax errors, type errors, frequent context switches to and from documentation, and more. Our aim is to make the process of authoring environments as straightforward as possible by removing common hurdles.

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Beyond Productivity: Developer Experience is Business Critical

Sara Huddleston Sara Huddleston
Beyond Productivity: Developer Experience is Business Critical

“Developer experience is hard to sell,” said Cleve Littlefield, Engineering Manager at Pulumi, during a casual meeting. With experience as both an end-user developer and a lead in self-service platform implementation, Cleve’s observation stuck with me.

Though I have expertise in leading implementations and upgrades for internal platforms, none were specifically for developers. However, experience remains vital across departments, addressing tools, processes, systems, and best practices, aiming to reduce cognitive load, increase productivity, enhance collaboration, boost communication and much more.

Intriguingly, engineering teams may perceive its value differently. Therefore, we will dive into the concept of developer experience, aka DevEx, which, in truth, should translate into a competitive advantage.

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The Present and (Near) Future of AI and Infrastructure as Code

Luke Hoban Luke Hoban
The Present and (Near) Future of AI and Infrastructure as Code

AI is impacting almost every industry today, and for good reason - we are seeing fundamentally new experiences being made possible across a wide variety of products, and a set of new AI capabilities that promise even more incredible change in the near future.

Software development is among the earliest and most prominent fields to realize the benefits of AI, evidenced by the rapid adoption of tools like Github Copilot which is now one of the most heavily adopted developer tools of all time. Developers are benefiting from an incredible increase in their productivity with better scale and faster time to market.

We’re seeing the impacts of AI in the cloud Infrastructure development space in two impactful and complimentary directions:

  • 🤖➜☁️: AI is transforming how we author, build and manage cloud infrastructure
  • ☁️➜🤖: Cloud infrastructure tooling is changing how we build and deliver AI-based applications

At Pulumi, we’ve already seen profound impacts from AI in both of these directions.

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Easy LangServe Apps with Pulumi on AWS

Engin Diri Engin Diri
Easy LangServe Apps with Pulumi on AWS

We all know how easy it is to create, deploy, and manage any cloud infrastructure with Pulumi using your favorite programming language. With the rise of artificial intelligence (AI) more and more developers are working on LLM-powered applications and services. And with this, the need to have the same ease of use for creating, deploying, and managing the infrastructure for these applications is growing. In this blog post, we will show you how to this can be achieved with combining Pulumi and LangServe.

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Pulumi Release Notes: Pulumi ESC, Deployments GA, Pulumi AI Improvements, AWS S3 Express One Zone Support, and more!

Arun Loganathan Arun Loganathan Justin Van Patten Justin Van Patten
Pulumi Release Notes: Pulumi ESC, Deployments GA, Pulumi AI Improvements, AWS S3 Express One Zone Support, and more!

We’ve had a busy last few months at Pulumi. From shipping a brand new product offering, Pulumi ESC, to adding several major features in Pulumi Cloud and updates to various Pulumi providers - there is lots to catch up on. In addition to reading these release notes, check out the pulumi/pulumi repo changelog to stay up to date with CLI enhancements after each CLI release. For Pulumi Cloud updates, follow the new features blogs to stay updated on the latest feature releases. Let’s walk through the major updates across Pulumi from the last few months!

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Developer Portal Gallery: Org Templates, Pulumi Templates and AI Generated Templates

Meagan Cojocar Meagan Cojocar
Developer Portal Gallery: Org Templates, Pulumi Templates and AI Generated Templates

Late last year we announced Pulumi for Developer Portals: a suite of features designed to empower organizations to construct robust internal developer portals. Since launching the level of adoption and customer interest has led us to make further improvements to enhance developer productivity and collaboration in the authoring experience. We are excited to announce the latest enhancement in Pulumi Cloud: the introduction of a template gallery in New Project Wizard, making creating cloud infrastructure easier than ever.

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The Pulumi 'Push to start' GitOps Experience

Kat Morgan Kat Morgan
The Pulumi 'Push to start' GitOps Experience

As a skeptic of “quick starts” myself, I approach most marketing promises with a measure of cautious excitement. If the great and powerful algorithm, friends, or a peer brought your attention here, then I invite you to take this one seriously.

Pulumi, with its full support of many general-purpose programming languages, can appear like a chore to get started with. The feeling can haunt seasoned developers as much as practitioners new to infrastructure code.

However, I’ll show you that finding the proverbial easy street is easier than you might believe. The pulumi new developer story just gets sweeter when combined with a few other nice-to-have conveniences.

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Pinecone Provider Now Available for Pulumi

Engin Diri Engin Diri
Pinecone Provider Now Available for Pulumi

Hello, Pulumi Pinecone Provider! 👋 The Pinecone integration with Pulumi offers a native way to manage Pinecone indexes, including the newly-announced serverless indexes. Utilize any of Pulumi’s supported languages to effortlessly create, update, and remove your Pinecone indexes. This integration facilitates the application of Infrastructure as Code principles, helping you to work even more efficiently. Furthermore, this gives you the benefit of tapping into Pulumi’s wide range of providers, offering you a diverse and powerful set of tools to enhance your development work.

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