Too many options? Treat your friends and family to their favourite stores with a Bayshore Shopping Centre gift card, redeemable at participating retailers throughout the centre. Click below to purchase yours today!Purchase Here
Coles AI Application Architecture Using Hugging Face: Designing API Driven, Production Ready AI Applications at Bayshore Shopping Centre in Ottawa, ON
*Product information may vary - to confirm product availability, pricing, shipping and return information please contact Coles
Design and build AI‑powered applications using the Hugging Face ecosystem through a clear, structured framework. This book introduces the architectural principles, workflows, and integration patterns required to create functional, API‑driven AI tools using Hugging Face Spaces, Gradio, and modern open‑source models.
You will design and implement multiple AI components, including:
Chat Assistant - an interactive conversational interface
Text Generator - a component for producing model‑driven content
Prompt Improver - a refinement tool for structured prompt design
Text Summarizer - a system for condensing long‑form text
Document Summarizer - a file‑based analysis workflow
Prompt Builder - a configurable, multi‑step prompt‑engineering tool
Each component is developed using reproducible workflows that demonstrate how to structure a Hugging Face Space, integrate the Inference Router, design interfaces with Gradio, and connect application logic to live AI models.
You will also learn how to:
configure secure API tokens
design modular, reusable Python functions
manage user input and file‑based data
chain multiple model calls into cohesive workflows
implement configurable settings for personalization
diagnose issues and refine system behavior
prepare and publish a functional Hugging Face Space
This framework is designed for creators, students, and professionals who want to apply AI in practical contexts without relying on traditional software engineering. The result is a complete, multi‑component AI application that demonstrates the full workflow required to architect, integrate, and deploy modern AI systems.
Design and build AI‑powered applications using the Hugging Face ecosystem through a clear, structured framework. This book introduces the architectural principles, workflows, and integration patterns required to create functional, API‑driven AI tools using Hugging Face Spaces, Gradio, and modern open‑source models.
You will design and implement multiple AI components, including:
Chat Assistant - an interactive conversational interface
Text Generator - a component for producing model‑driven content
Prompt Improver - a refinement tool for structured prompt design
Text Summarizer - a system for condensing long‑form text
Document Summarizer - a file‑based analysis workflow
Prompt Builder - a configurable, multi‑step prompt‑engineering tool
Each component is developed using reproducible workflows that demonstrate how to structure a Hugging Face Space, integrate the Inference Router, design interfaces with Gradio, and connect application logic to live AI models.
You will also learn how to:
configure secure API tokens
design modular, reusable Python functions
manage user input and file‑based data
chain multiple model calls into cohesive workflows
implement configurable settings for personalization
diagnose issues and refine system behavior
prepare and publish a functional Hugging Face Space
This framework is designed for creators, students, and professionals who want to apply AI in practical contexts without relying on traditional software engineering. The result is a complete, multi‑component AI application that demonstrates the full workflow required to architect, integrate, and deploy modern AI systems.
Coles is renowned for its outstanding customer service and great selection of books. Along with the vast array of magazines, stationary, audio-books, children's literature, fiction, non-fiction and reference books, you can find accessories to make your reading experience more pleasurable. We can recommend the very best in reading today. We will help you search our titles for exactly what you need, and if we do not have it in stock, we will order it for you.
