In today's rapidly changing AI technology environment, software engineers often struggle to build real-world applications with large language models (LLM). The benefits of incorporating open source LLMs into existing workflows is often offset by the need to create custom components. That's where Haystack comes in. This open source framework is a collection of the most useful tools, integ

Containers change how developers build, test, and deploy code. Adopting them takes time, and using them incorrectly can slow down the delivery process. Not every organization has a dedicated team of engineers to focus on this transition, unlike companies such as Spotify or Netflix. A startup CTO, for example, may need to prioritize shipping features over spending hundreds of hours config

This book is a must-have for anyone serious about rendering in real time. With the announcement of new ray tracing APIs and hardware to support them, developers can easily create real-time applications with ray tracing as a core component. As ray tracing on the GPU becomes faster, it will play a more central role in real-time rendering. Ray Tracing Gems provides key building blocks for d

Moore's law has finally run out of steam for CPUs. The number of x86 cores that can be placed cost-effectively on a single chip has reached a practical limit, making higher densities prohibitively expensive for most applications. Fortunately, for big data analytics, machine learning, and database applications, a more capable and cost-effective alternative for scaling compute performance

Cloud deployments have not only changed the way companies run mission critical databases; they've also transformed the roles of many people in production. With this practical report, database and system administrators, IT managers, and DevOps engineers will learn the ins and outs of running databases in the cloud. You'll explore the types of databases available, the difference between st

Optimizing HPC Applications with Intel Cluster Tools takes the reader on a tour of the fast-growing area of high performance computing and the optimization of hybrid programs. These programs typically combine distributed memory and shared memory programming models and use the Message Passing Interface (MPI) and OpenMP for multi-threading to achieve the ultimate goal of high performance a

We've gathered up the best bits of wearable technology from the first two years of HackSpace magazine for this amazing book. Its 164 pages are packed with step-by-step tutorials and inspirational projects to help you add a unique look to your wardrobe! Ditch the circuit board, step away from the computer: it's time to use your tech skills to make your clothes electronic. You'll find proj

Understanding and creating a mobile app development strategy is an important process for today's development decision-makers opening up new business opportunities or empowering employees to be more productive with new capabilities. Microsoft defines an end-to-end platform for the agile creation of mobile apps that can target any platform (iOS, Android, or Windows), provides easy consumpt

Introductory statistics courses prepare students to think statistically but cover relatively few statistical methods. Building on the basic statistical thinking emphasized in an introductory course, a second course in statistics at the undergraduate level can explore a large number of statistical methods. This text covers more advanced graphical summaries, One-Way ANOVA with pair-wise co

The goals of this textbook are to help students acquire the technical skills of using software and managing a database, and develop research skills of collecting data, analyzing information and presenting results. We emphasize that the need to investigate the potential and practicality of GIS technologies in a typical planning setting and evaluate its possible applications. GIS may not b