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A common use case for developing AI chat bots is ingesting PDF documents and allowing users to ask questions, inspect the documents, and learn from them. In this tutorial we will start with a 100% blank project and build an end-to-end chat application that allows users to chat about the Epic Games vs Apple Lawsuit. There's a lot of content packed into this one video so please ask questions in the comments and I will do my best to help you get past any hurdles.

Learn how to easily set up and run your own coding assistant model in the cloud using Hetzner servers, NVIDIA GPU drivers, CUDA, and Ollama. The tutorial covers essential steps, from initial server setup with SSH keys to installing necessary drivers and software. Additionally, discover how to enhance security and control by integrating TailScale VPN, managing access with UFW firewall, and exposing models to the internet with TailScale Funnel for seamless access through coding assistants like Cursor. Ideal for developers seeking to manage their own coding infrastructure with full observability and security.

There are plenty of reasons why your company may still be using a legacy system — it's the backbone of your business, it's what your team knows, and it's what your customers are familiar with. But outdated technology is costing you financially and otherwise. The good news? You don't have to scrap everything. Legacy system integration lets you interconnect old infrastructure with modern platforms to get the best of both worlds.

Worldwide digital transformation spending is projected to reach 3.9 trillion dollars by 2027. Digital transformation isn't just a fad — it's a vital business strategy. But tackling it without experienced professionals can lead to missteps that impact your company's performance and bottom line. Digital transformation consulting services help you navigate these complexities with the guidance of seasoned technology experts who know what it takes to be successful.

El A/B testing puede mejorar la toma de decisiones y la experiencia del usuario. Aprende a implementarlo de forma efectiva, evitar errores comunes y evitar que los experimentos saturen tu código.

Modern enterprises rely on a mix of best-in-class digital assets to carry out critical tasks and manage important data. However, companies don't realize the total value of these solutions because the applications don't work together or talk to each other. That's why successful digital strategies incorporate enterprise integration services to connect systems, streamline business processes, and exchange data seamlessly.

As a software consultant, I've worked on everything from fast-moving greenfield projects to deeply coupled legacy systems with many obstacles to even the smallest changes. Some interesting challenges arise when applying XP principles to legacy software. Generally, the attributes with the highest impact include taking an incremental approach, leveraging existing value, and ensuring team involvement from both sides.

Digital innovation is a critical component of success for businesses across industries. Being able to change, adapt, and come up with new ideas is a must for surviving in today's technological world. But digital innovation requires more than just adopting cutting-edge technologies — you also need a culture that encourages creativity, experimentation, and constant improvement.

A whopping 70% of large-scale digital transformation projects fail, according to research from McKinsey. That may sound like a depressing statistic, but it's valuable to go into an important project like this with clear eyes and a solid digital transformation framework in place to make sure you're in the 30%.

Learn about the benefits of AI integration, challenges you may face, and best practices for successful AI implementation in your organization.

Learn about the advantages of custom software application development, downsides to be aware of, and 9 tips for picking the best partner.

Is your organization facing technology-induced headaches? It's only becoming more complicated to keep up with rapidly evolving tech while managing multiple systems. Technology consulting addresses this constantly shifting environment, and the market is booming — valued at $48.3 billion in 2020 and expected to grow at 11.5% CAGR through 2028. The right technology consultant doesn't just bring technical knowledge, but the ability to solve underlying business issues.

The “consulting hand-off” of software projects is notorious — and for good reason. There are many horror stories of major consulting companies leaving customers with a barely functioning product and a hefty invoice. A good partner will always leave their client in a better place, whether the engagement is a two-hour meeting or a two-year cloud migration.

We are thrilled to announce a strategic partnership between Focused Labs and Honeycomb.io, marking a significant milestone in our journey to drive incremental modernization of legacy systems. This collaboration is designed to extend the exceptional white-glove experience that Honeycomb's customers have come to know and expect, combining cutting-edge observability with hands-on engineering enablement.

Focused Labs is excited to announce its strategic partnership with LangChain, a leading provider of GenAI solutions and open source. This collaboration marks a significant step in bringing cutting-edge AI technologies to the forefront of enterprise development, combining Focused Labs' lean development expertise with LangChain's AI-driven tools and frameworks.

In Part 2 of this series, we build a React and TypeScript frontend for our AI chatbot using TailwindCSS. You'll learn how to stream LLM responses to the browser with Server Sent Events, display source documents alongside AI answers, and connect it all to the LangServe backend we built in Part 1.