infoaitek24 / ai-superagent

bedrock AI superagent with muti features

Building an Advanced Web App with Generative AI Integration Tutorial

Welcome to our in-depth tutorial on integrating Generative AI into your web application! This comprehensive guide will walk you through the process of creating a super-agent that not only scrapes the web for data but also connects seamlessly to the most advanced foundation models, including Claude 3 Sonnet.

Watch the Full Tutorial Here:

Watch the full tutorial here

By the end of this tutorial, you will learn:

• 🤖 How to create an AI super agent that scrapes the internet to answer your questions

• 🧠 Train your personal model with a knowledge base by simply uploading files

• 📤 Implement a multipart upload with AWS S3 for efficient file handling

• 📡 Manage a stream and receive chat responses divided into chunks for better handling

• 🔍 Understand deeply how Amazon Bedrock works for robust infrastructure

• 🚀 Access the most advanced FM in the market like Claude 3 Sonnet, LLama, Amazon Titan, Stable Diffusion, and others

• 💬 Create a smart chat with even better features than GPT-4

• 🌐 Create a complete web app with Next.js featuring a 3-mode chat with GPT

• ☁️ Integrate other AWS services like Lambda and OpenSearch for enhanced functionality

• ⏱️ Build real-time communication features using Socket.io for seamless interactions between users and AI agents

• 🕸️ Create web scraping capabilities using Python and Beautiful Soup, allowing your app to gather data from various online sources.

• Basic understanding of JavaScript (Node.js), Python, and web development concepts.

• Installed Node.js and npm (Node Package Manager) on your system.

• Access to Amazon Web Services (AWS) account (for deployment).

• Familiarity with Next.js, Socket.io, and AWS Lambda is beneficial but not mandatory.

By the end of this tutorial, you'll have a comprehensive understanding of integrating Generative AI into your web application, along with advanced concepts and tools to enhance its functionality and performance. Let's get started!