End-to-End Chatbot Web App Development with Azure AI and PromptFlow

Overview

Learn to build and deploy a complete chatbot web application using Azure AI services and PromptFlow in this 47-minute conference talk from Conf42 Prompt 2024. Follow along with a step-by-step demonstration covering Azure environment setup, PromptFlow creation and deployment, data uploading and indexing, semantic configuration, and web application integration. Master essential concepts including Azure AI Hub navigation, system message configuration, prompt flow testing, and deployment strategies. Gain practical insights into building a functional chatbot that can interact with custom datasets through a comprehensive walkthrough that takes you from initial setup to final implementation.

Syllabus

Introduction to Azure AI and Chatbot Overview
Meet the Presenter: Konstantinos Pasalis
Setting Up Your Azure Environment
Creating and Deploying PromptFlow
Understanding Azure AI Hub and Projects
Uploading and Indexing Data
Building and Testing Your PromptFlow
Setting Up the Semantic Configuration
Registering and Selecting the Index
Configuring the Lookup Function
System Message and Variants
Testing the Prompt Flow
Deploying the Prompt Flow
Integrating with a Web Application
Final Thoughts and Recap