Retrieval Augmented Generation based Application

Work in Progress

This app is an AI-powered customer support chat application that uses an LLM to interact with the user

Technology Stack:

• Vaadin Hilla for building the Front End.
• Spring Boot for building the back end.
• Spring AI for orchestrating calls with the AI models and Vector Store
• Azure OpenAI for the AI model
• Azure AI Search for the Vector Store

Requirements

• Java 17+
• Azure OpenAI endpoint and API key
• Azure AI Search endpoint and key

Running the application

Run the app by running Application.java in your IDE or ./mvnw spring-boot:run in the command line.

Note

Also exploring other AI models like Open AI and vector databases like PgVector. Also giving Langchain4j a try. Please check other branches for their implementations.