{"id":23454851,"url":"https://github.com/busraoguzoglu/software-test-rag","last_synced_at":"2026-02-02T23:07:54.515Z","repository":{"id":268082920,"uuid":"903265108","full_name":"busraoguzoglu/Software-Test-RAG","owner":"busraoguzoglu","description":"Generation of software test scenarios using a RAG system with a local LLM (llama.cpp)","archived":false,"fork":false,"pushed_at":"2024-12-25T16:13:37.000Z","size":674,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-15T21:45:55.746Z","etag":null,"topics":["llamacpp","llm","rag","software-testing","testing"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/busraoguzoglu.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-14T06:24:31.000Z","updated_at":"2024-12-25T16:13:41.000Z","dependencies_parsed_at":"2025-01-20T16:00:47.587Z","dependency_job_id":"e60799a8-497b-4874-a518-bad59f88b9ea","html_url":"https://github.com/busraoguzoglu/Software-Test-RAG","commit_stats":null,"previous_names":["busraoguzoglu/software-test-rag"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/busraoguzoglu%2FSoftware-Test-RAG","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/busraoguzoglu%2FSoftware-Test-RAG/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/busraoguzoglu%2FSoftware-Test-RAG/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/busraoguzoglu%2FSoftware-Test-RAG/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/busraoguzoglu","download_url":"https://codeload.github.com/busraoguzoglu/Software-Test-RAG/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239060461,"owners_count":19574970,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["llamacpp","llm","rag","software-testing","testing"],"created_at":"2024-12-24T03:14:49.782Z","updated_at":"2025-10-30T21:30:25.905Z","avatar_url":"https://github.com/busraoguzoglu.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RAG-Based Test Case Generator\n\nThis 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. \n\n## Features\n\n### Software Design Document Integration:\n\nParses software design documents to extract relevant features and functionalities.\n\n### HTML Preprocessing:\n\nAnalyzes the HTML structure of the mock website to identify key elements such as buttons, forms, and links.\n\n### RAG-Based Test Case Generation:\n\nUses a Retrieval-Augmented Generation model to create detailed and structured test scenarios.\n\nSupports generating example QA pairs and step-by-step guidance for test cases.\n\nCode can be generated as well (Playwright or other, with given documentation or sample cases added to RAG)\n\n### Example Outputs\n\nExample results and progress can be seen on the wiki page: https://github.com/busraoguzoglu/Software-Test-RAG/wiki/Example-QA\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbusraoguzoglu%2Fsoftware-test-rag","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbusraoguzoglu%2Fsoftware-test-rag","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbusraoguzoglu%2Fsoftware-test-rag/lists"}