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October 21, 2024
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Recommended experience
Intermediate level
This project is designed for intermediate to advanced web developers. Not there yet? Explore our AI Engineering Specialization here on Coursera.
Recommended experience
Intermediate level
This project is designed for intermediate to advanced web developers. Not there yet? Explore our AI Engineering Specialization here on Coursera.
Build a personalized AI chatbot using web technologies and a vector database.
Implement conversational responses based on custom data you provide.
Integrate voice recognition and response features for a more interactive experience.
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Only available on desktop
In this project, you’ll create a personalized AI assistant called "AI-SH" to help users (or you!) stay organized by tracking personal information such as appointments and reminders.
Using HTML, CSS, JavaScript, and a vector database, you’ll build a chatbot that can respond to your questions based on custom data you provide in a text file. Here’s what you’ll do: ✨ Build from scratch: Start with minimal code to develop the AI assistant. 💬 Create a chatbot: Design an interface where you can ask questions and get responses based on your data. 🗂️ Use a vector database: Store and retrieve personalized data using Supabase. 📝 Capture mode: Add a feature to input data directly, allowing you to update information on the go. 🎨 Personalize it: Customize the assistant's tone, style, and even add voice interaction features. 🎤 Voice integration: Make your assistant interactive by speaking to it and having it respond. Through this project, you’ll improve your web development skills, learn to integrate databases, and work with natural language processing. You’ll also explore voice interaction and customization features, ultimately creating a functional AI assistant to assist with everyday tasks.
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Write the required HTML.
Craft the chatbot interface using a provided Figma layout and CSS.
Integrate a text file containing personal data into the app.
Build a conversational chatbot that responds based on user data.
Implement a vector database to store and retrieve data.
Add a "capture mode" allowing users to input and store new data.
Personalize the assistant with custom colors, fonts, and styles.
Incorporate voice recognition, allowing users to interact through speech.
Add speech synthesis so the chatbot can respond verbally.
This project is designed for intermediate to advanced web developers. Not there yet? Explore our AI Engineering Specialization here on Coursera.
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.
Guided Projects are not eligible for refunds. See our full refund policy.
Financial aid is not available for Guided Projects.
Auditing is not available for Guided Projects.
At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.