August 2025
Intermediate to advanced
372 pages
8h 31m
English
Content preview from Node.js Projects
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Chapter 13. Building an AI-Powered Learning Assistant with Google’s Gemini API
This chapter covers the following:
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Setting up a Node application to interact with Google’s Gemini API
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Implementing AI-powered learning assistance for technical learning
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Integrating a user profile database to track learning progress
Large Language Models (LLMs) like Google’s Gemini or OpenAI’s ChatGPT are rapidly transforming the way applications interact with users, enabling more context-aware, intelligent, and adaptive experiences. AI-driven systems are no longer just about answering questions; they can now analyze user behavior, track learning progress, and provide personalized recommendations, making them invaluable for technical education and skill building. By integrating LLMs into applications, developers can create dynamic tools that enhance user engagement, educate more effectively, and adapt to individual learning and communication styles.
In this chapter, you’ll create an AI agent application designed to assist users in interactively preparing for technical interviews and learning programming concepts. The AI-powered assistant will guide users through their learning process, adjusting to their strengths, weaknesses, and learning styles. You will learn about API integrations, context-aware AI interactions, and using a database to store user learning profiles.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.