Neural Search - From Prototype to Production with Jina - Build deep learning–powered search systems that you can deploy and manage with ease

Susana Guzmán, Bo Wang, Feng Wang, Jina AI, Cristian Mitroi, Shubham Saboo

Beschreibung

Search is a big and ever-growing part of the tech ecosystem. Traditional search, however, has limitations that are hard to overcome because of the way it is designed. Neural search is a novel approach that uses the power of machine learning to retrieve information using vector embeddings as first-class citizens, opening up new possibilities of improving the results obtained through traditional search.
Although neural search is a powerful tool, it is new and finetuning it can be tedious as it requires you to understand the several components on which it relies. Jina fills this gap by providing an infrastructure that reduces the time and complexity involved in creating deep learning–powered search engines. This book will enable you to learn the fundamentals of neural networks for neural search, its strengths and weaknesses, as well as how to use Jina to build a search engine. With the help of step-by-step explanations, practical examples, and self-assessment questions, you'll become well-versed with the basics of neural search and core Jina concepts, and learn to apply this knowledge to build your own search engine.
By the end of this deep learning book, you'll be able to make the most of Jina's neural search design patterns to build an end-to-end search solution for any modality.

Verfügbar seit: 14.10.2022.

Drucklänge: 188 Seiten.

Wissenschaft & Technologie

Weitere Bücher, die Sie mögen werden

LLM Transformer RAG AI -...

Et Tu Code

Explore the world of language models with "LLM, Transformer, RAG AI: Mastering Large Language Models, Transformer Models, and Retrieval-Augmented Generation (RAG) Technology." Dive into the fundamentals of language model development, from Natural Language Processing basics to choosing the right framework. Learn the intricacies of data collection and preprocessing, model architecture design, and the art of training and fine-tuning.
Discover crucial aspects like evaluation metrics, validation, and ethical considerations in language model development. Delve into the optimization of performance and efficiency, exploring popular large language models like BERT and GPT.
Unveil the power of Transformer models, unraveling their architecture and building them from scratch. Explore encoder-only, decoder-only, and encoder-decoder Transformer models, and their applications in various contexts. Master the training and fine-tuning of Transformers, and harness the potential of transfer learning.
Embark on a journey into the realm of RAG AI, understanding retrieval models and generative language models. Delve into the architecture of RAG, its applications, and fine-tuning processes. Navigate through challenges and considerations while exploring future trends and best practices in RAG AI. Immerse yourself in case studies and project examples, and gain insights into cloud support, multimodal RAG, cross-language applications, and real-time implementations.
This comprehensive guide goes beyond theory, offering practical insights into implementing language models and RAG AI in industry. Encounter ethical considerations at every turn, and stay ahead of the curve with discussions on challenges and future trends. Collaborate with the community, contribute to open-source initiatives, and become a master in the dynamic landscape of large language models, Transformers, and Retrieval-Augmented Generation technology.

Zum Buch

Life's Rich Mix

Vinson Chard

Working in industry as a Chemical Engineer boring ... who says it is? Most people consider working in the Industrial world to be fairly mundane and boring. Well I am able to contradict that erroneous belief. My forty years in industry have been far from ordinary and unexciting. In fact those years have been so eventful and exhilarating, I felt compelled to put events, incidents and a plethora of eclectic, fascinating characters into print and write about my career as a Chemical Engineer from the late sixties to the beginning of the eighties. While I typed away, it occurred to me, these stories are so way out, fantastic and implausible, no-one will believe a word of it. Using that old cliché, fact is often stranger than fiction. Read more and make your own mind up, as it is indeed Life‛s Rich Mix.

Zum Buch

Ultimate Deno for Web...

Prof. Veerendra Jain

Master Modern Web App Development with Deno, TypeScript, and Rust
Book Description
Deno is a modern, secure runtime for JavaScript and TypeScript, offering developers a simplified, efficient way to build high-performance web applications with built-in tooling and a robust standard library.
In Ultimate Deno for Web Development, you'll dive deep into the Deno ecosystem—from setting up the runtime and understanding its architecture to mastering TypeScript, integrating Rust modules, and leveraging Deno’s security-first execution model.
You'll progressively build full-stack applications using modern tools like React, Next.js, and Visual Studio Code, while learning to manage dependencies with Chocolatey and deploy seamlessly with Docker and Microsoft Azure. Real-world examples guide you through creating RESTful APIs, managing users, implementing robust testing strategies, and preparing your applications for production. Each chapter builds upon the last, ensuring a seamless learning journey from fundamentals to deployment.
Whether you're a student, freelancer, or professional developer, this book equips you to harness Deno’s full potential and build secure, scalable web applications with confidence. Don’t get left behind—step into the future of web development with Deno today.
Table of Contents
1. Introduction to Deno-Based Web Development
2. The Deno Toolchain Ecosystem, Components, and Architecture
3. TypeScript, JavaScript, and Rust
4. Introduction to Node.js and Deno versus Node.js
5. Using Visual Studio Code
6. Standard Library, Rust, and LSP
7. The Stateful of Web Frameworks on Deno
8. React, HTML, and Next.js
9. Using Microsoft Azure with Deno
10. Deno Web Development Using Chocolatey
11. Adding Users and Migrating to Oak
12. Testing in Deno
13. Web (HTTP) Server
14. Deploying Deno Applications, Websites and Projects

Index

Zum Buch

This Is Your Captain Speaking -...

Doug Morris

For everyone from frequent fliers to aviation geeks, travel buffs to nervous travelers, Captain Doug Morris tells you everything you want (and need!) to know about flight
		 
Captain Doug Morris has been writing for his airline’s in-flight magazine for 24 years and has answered a gamut of questions. This Is Your Captain Speaking will draw from his extensive experience and explain everything you ever wanted to know about airline travel: whether airliners have keys, why the bumps, what aircrew get up to on layovers, what’s the deal with “mile-high memberships,” and how to become a pilot. It also provides entertaining anecdotes from air travel’s unsung heroes — flight attendants. It’s the A to Z of airline travel with a twist of humor. The flight deck door will always be closed, but Doug exposes the unique inner world of aviation to the public.

Zum Buch

Social Media Tactics Bundle 2 in...

Lindsey Hemming, Marvin Rufus

Social Media Tactics Bundle, 2 in 1 Bundle: The Social Media Sales Revolution and Social Media Marketing TipsYou can use social media sites as a way to market your business, services or products. Using social media allows the business owner to interact on a more personal level with his or her audience and create a ripple through the internet. One simple video can turn into a plethora of traffic. Social media marketing can be a very daunting task, especially if you are new to the process. Knowing what to do and not to do is the key to your success in this area. A lot of marketers have all sorts of wrong ideas about social media marketing. Some think that you only need to post "viral content" to get tons of traffic overnight. There is an assumption that social traffic, regardless of which platform it comes from and regardless of how you qualify that traffic, converts to sales readily. Sadly, none of these assumptions are true. In fact, all of them are tragically mistaken.In this bundle, you will learn the social media marketing strategies that truly work and will actually get money to your bank account. You will learn what actually works and those that don’t so you don’t waste time, money and resources. It will teach you useful tips that will help you to maximize your return on your social media marketing campaign. It will teach you how to come up with a marketing plan that you can work from to make the social sites on the internet your new marketing domain.This 2 in 1 bundle includes the following audiobooks:1. The Social Media Sales Revolution: The Ultimate Guide on Social Media Marketing. Discover How Social Media Campaigns Can Translate to More Sales for Your Business2. Social Media Marketing Tips: Get All the Proven Social Media Marketing Strategies that are Guaranteed to Turn Traffic into Hard Cash in Your Bank Account!If you want to learn more, download your copy of Social Media Tactics 2 in 1 Bundle today!

Zum Buch

Solfeggio Healing Frequency 285...

Sara Dylan

In this audio listening experience, Sara Dylan will be leading you gently into a quiet healing meditation using Solfeggio Frequency 285 Hz: Solfeggio Frequency 285 Hz music is known to help heal tissue and bring it to its original form by sending a message to restructure the damaged organs and tissues. It helps in rapid healing of burns, fractures, sprains, cuts, and other injuries. It is also said to enhance the immune system. 
 
Relax and enjoy.

Zum Buch