Let’s Build a Movie Recommendations Next.js App with Vector Embeddings (Generative AI for beginners)

Build now with Astra DB: 👉 https://dtsx.io/SonnySanghaAstraDB
GitHub Source Code: 👉 https://github.com/sonnysangha/movie-recommendation-nextjs-astradb-openai

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Join me as I show you how to build a Movie Recommendation App with Next.js 14. You'll learn the following in this build:

👉 What are Vector Embeddings and their Use Cases
👉 What is Generative AI and its Use Cases
👉 Explaining Chatbots vs AI Agents
👉 Building a Movie Recommendation app which generates "Similar Movie Results" using Similarity Comparisons
👉 How to implement a Vector Database such as Astra DB using DataStax to generate similar movie results
👉 How to implement OpenAI Embeddings
👉 How to build a fully responsive site with Tailwind CSS!
👉 How to use TypeScript to reduce the overall number of Bugs and Errors

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🕐 TIMESTAMPS:
00:00 Introduction
00:39 Explaining Vector Embeddings
03:40 Movie Recommendation App Demo
05:55 Why Implement DataStax & Astra DB
06:37 What is GenAI (Generative AI)?
08:52 Chatbots vs AI Agents
09:36 Setting Up Astra DB [using DataStax] (1/2)
10:54 Implementing OpenAI Embeddings
12:25 Setting Up Astra DB [using DataStax] (2/2)
18:30 Initialising the Movie Recommendation App
22:22 Explaining How to Fetch All the Movies
25:38 Explaining How the Movie Search Functionality Works
26:33 Explaining How Search Results are Produced by Vector Embedding
28:44 Explaining How Similar Film Results are Produced
32:53 Use Cases for Vector Embeddings
33:25 Outro

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#nextjs14 #vector #datastaxpartner #ai #vectordb #astradb #tailwindcss #typescript #openai #reactjs #javascript