RAG-Based Test Case Generator

This system is designed to showcase the capabilities of a Retrieval-Augmented Generation (RAG) system with a small local LLM (Llama.cpp) in generating structured and detailed test cases (and code, in different frameworks) using design documents and HTML files.

Features

Software Design Document Integration:

Parses software design documents to extract relevant features and functionalities.

HTML Preprocessing:

Analyzes the HTML structure of the mock website to identify key elements such as buttons, forms, and links.

RAG-Based Test Case Generation:

Uses a Retrieval-Augmented Generation model to create detailed and structured test scenarios.

Supports generating example QA pairs and step-by-step guidance for test cases.

Code can be generated as well (Playwright or other, with given documentation or sample cases added to RAG)

Example Outputs

Example results and progress can be seen on the wiki page: https://github.com/busraoguzoglu/Software-Test-RAG/wiki/Example-QA