{"id":17494632,"url":"https://github.com/bsenst/board_certification","last_synced_at":"2025-04-22T23:12:50.138Z","repository":{"id":214804116,"uuid":"723171603","full_name":"bsenst/board_certification","owner":"bsenst","description":"A personalized learning environment build with Streamlit.","archived":false,"fork":false,"pushed_at":"2023-12-31T08:30:01.000Z","size":40,"stargazers_count":4,"open_issues_count":5,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-22T23:12:43.261Z","etag":null,"topics":["authentication","education","firebase-auth","google-sheets","kaggle","medical-questions","pandas","questions-and-answers","streamlit"],"latest_commit_sha":null,"homepage":"https://medical-board-certification-questions.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bsenst.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-11-24T21:36:36.000Z","updated_at":"2025-02-20T22:16:52.000Z","dependencies_parsed_at":null,"dependency_job_id":"8bca1d68-83ff-4d9b-8c58-695d646a3b8a","html_url":"https://github.com/bsenst/board_certification","commit_stats":null,"previous_names":["bsenst/board_certification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fboard_certification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fboard_certification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fboard_certification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fboard_certification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bsenst","download_url":"https://codeload.github.com/bsenst/board_certification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250337946,"owners_count":21414104,"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":["authentication","education","firebase-auth","google-sheets","kaggle","medical-questions","pandas","questions-and-answers","streamlit"],"created_at":"2024-10-19T13:28:48.117Z","updated_at":"2025-04-22T23:12:50.132Z","avatar_url":"https://github.com/bsenst.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Streamlit Q\u0026A Personalized Learning Platform\nUse Streamlit to create a learning platform :books: A preview of questions clustered by topic is available in the public area. In the private area (Google Firebase user authentication :closed_lock_with_key:) the learning experience is personalized. The questions and answers can be easily managed by the administrator in Google Sheets :floppy_disk: and are connected to the Streamlit app.\n\n![app-architecture](https://github.com/bsenst/board_certification/assets/8211411/8e535fc7-1649-4940-85b8-f0b8500fb775)\n\nHave a look and try out the public facing and personalized sites of the Streamlit app. To enter the personalized area create an user account and manage your individual content.\n\n[https://medical-board-certification-questions.streamlit.app/](https://medical-board-certification-questions.streamlit.app/)\n\nMedical questions are presented in this use case. The questions have been collected from a web forum of exam protocols. The data was processed on the Kaggle platform translating them into English language, using a Large-Language Model to extract the questions, clustering with k-Means and adding LLM-generated answers that have been curated manually (human-in-the-loop). Use the application for your question and answer collection.\n\n### Sources\n* [https://www.kaggle.com/docs/api](https://github.com/Kaggle/kaggle-api)\n* [https://github.com/burnash/gspread](https://github.com/burnash/gspread)\n* [https://github.com/googleapis/google-api-python-client](https://github.com/googleapis/google-api-python-client)\n* [https://github.com/googleapis/oauth2client](https://github.com/googleapis/oauth2client)\n* [https://github.com/cmayoracurzio/streamlit_firebase_auth](https://github.com/cmayoracurzio/streamlit_firebase_auth)\n\n### Disclaimer\nThe questions and answers displayed are for learning purposes only.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbsenst%2Fboard_certification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbsenst%2Fboard_certification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbsenst%2Fboard_certification/lists"}