Engineering Blog

I write about Distributed Software Systems, APIs and Microservices, Software Development, Machine Learning, Deep Learning & Artificial intelligence, Web & Mobile Development

Build a Fullstack AI Chatbot Part 4 - Add Intelligence to Chatbots

In this section, we will focus on building a wrapper to communicate with the transformer model, send prompts from a user to the API in a conversational format, and receive and transform responses for our chat application.

Build a Fullstack AI Chatbot Part 3 - Real-Time Systems with Redis

Our application currently does not store any state, and there is no way to identify users or store and retrieve chat data. We are also returning a hard-coded response to the client during chat sessions.

Build a Fullstack AI Chatbot Part 2 - Chat Server

In this section, we will build the chat server using FastAPI to communicate with the user. We will use WebSockets to ensure bi-directional communication between the client and server so that we can send responses to the user in real-time.

Build a Fullstack AI Chatbot Part 1 - Introduction

This tutorial will take you through a step-by-step approach to building a fullstack intelligent AI-based chat system, with Redis, GPT Python, FastAPI

Fullstack AI Chatbot Series

This tutorial will take you through a step-by-step approach to building a fullstack intelligent AI-based chat system, with Redis, GPT Python, FastAPI, etc. to help you learn these concepts in depth.