{"id":30145136,"url":"https://github.com/ryu-ryuk/exam-whisperer","last_synced_at":"2025-10-17T19:13:28.251Z","repository":{"id":301551293,"uuid":"1009611781","full_name":"ryu-ryuk/exam-whisperer","owner":"ryu-ryuk","description":"a smart ai-powered exam revision assistant that explains concepts, quizzes you, and tracks your topic mastery in real time with a gamified leaderboard system","archived":false,"fork":false,"pushed_at":"2025-07-05T04:01:34.000Z","size":3151,"stargazers_count":0,"open_issues_count":1,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-05T05:18:50.049Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://whisper-rust.vercel.app","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ryu-ryuk.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,"zenodo":null}},"created_at":"2025-06-27T12:17:03.000Z","updated_at":"2025-07-05T04:01:37.000Z","dependencies_parsed_at":"2025-06-27T13:27:16.699Z","dependency_job_id":"3ecbfe93-b69d-4155-9ba2-e2f32aece013","html_url":"https://github.com/ryu-ryuk/exam-whisperer","commit_stats":null,"previous_names":["ryu-ryuk/exam-whisperer"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ryu-ryuk/exam-whisperer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryu-ryuk%2Fexam-whisperer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryu-ryuk%2Fexam-whisperer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryu-ryuk%2Fexam-whisperer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryu-ryuk%2Fexam-whisperer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ryu-ryuk","download_url":"https://codeload.github.com/ryu-ryuk/exam-whisperer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryu-ryuk%2Fexam-whisperer/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269850366,"owners_count":24485177,"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","status":"online","status_checked_at":"2025-08-11T02:00:10.019Z","response_time":75,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2025-08-11T08:09:30.592Z","updated_at":"2025-10-17T19:13:23.187Z","avatar_url":"https://github.com/ryu-ryuk.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\" style=\"background-color:#1e1e2e; padding: 12px 0; border-radius: 12px;\"\u003e\n  \u003cimg src=\"https://raw.githubusercontent.com/ryu-ryuk/exam-whisperer/main/docs/assets/whisper.png\" width=\"480\" alt=\"Whisper Banner\" /\u003e\n  \u003cbr/\u003e\n  \u003cspan style=\"color:#cdd6f4; font-size: 28px;\"\u003eWhisper\u003c/span\u003e\n\u003c/h1\u003e\n\n\u003ch6 align=\"center\" style=\"color:#5c5f77; margin-top: -12px;\"\u003e\n  a real-time, ai-powered exam revision assistant.\n\u003c/h6\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/ryu-ryuk/exam-whisperer/stargazers\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/stars/ryu-ryuk/exam-whisperer?colorA=1e1e2e\u0026colorB=cba6f7\u0026style=for-the-badge\u0026logo=github\u0026logoColor=cdd6f4\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/ryu-ryuk/exam-whisperer/issues\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/issues/ryu-ryuk/exam-whisperer?colorA=1e1e2e\u0026colorB=f38ba8\u0026style=for-the-badge\u0026logo=github\u0026logoColor=cdd6f4\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/ryu-ryuk/exam-whisperer/blob/main/LICENSE\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/License-MIT-a6e3a1?style=for-the-badge\u0026logo=openaccess\u0026logoColor=1e1e2e\u0026colorA=1e1e2e\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/FastAPI-Backend-89b4fa?style=for-the-badge\u0026logo=fastapi\u0026logoColor=white\u0026colorA=1e1e2e\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/PostgreSQL-DB-b4befe?style=for-the-badge\u0026logo=postgresql\u0026logoColor=white\u0026colorA=1e1e2e\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Pathway-Real_Time-cba6f7?style=for-the-badge\u0026logo=databricks\u0026logoColor=white\u0026colorA=1e1e2e\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/LLM-OpenAI/Ollama/Gemini-74c7ec?style=for-the-badge\u0026logo=openai\u0026logoColor=white\u0026colorA=1e1e2e\" /\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\" style=\"color:#bac2de; font-size: 14.5px; line-height: 1.6; max-width: 700px; margin: auto;\"\u003e\n  \u003cstrong style=\"color:#cdd6f4;\"\u003eWhisper\u003c/strong\u003e is a real-time exam revision agent that helps you \u003cem\u003elearn\u003c/em\u003e, not just get answers.\u003cbr/\u003e\n  it explains concepts, quizzes you, and tracks topic mastery using \u003cspan style=\"color:#89b4fa;\"\u003eLLMs\u003c/span\u003e and \u003cspan style=\"color:#cba6f7;\"\u003ePathway\u003c/span\u003e in a continuous feedback loop.\u003cbr/\u003e\u003cbr/\u003e\n  \u003cem style=\"color:#f38ba8;\"\u003enot a chatbot, but a learning engine.\u003c/em\u003e\n\u003c/p\u003e\n\n---\n\n## features\n\n- explain any concept in simple language  \n- generate topic-specific quizzes (MCQ, short answers)  \n- track your scores and mastery per topic  \n- real-time adaptive learning using Pathway  \n- switchable model support: OpenAI, Gemini, Ollama, local models  \n- beautiful and responsive UI (Next.js + Tailwind)  \n- user auth with email/password or OAuth login  \n- fully documented API in [`docs/api.md`](docs/api.md)\n\n---\n\n## how it helps you learn\n\ntraditional llm tools give you answers.  \nwhisper helps you build understanding.\n\n- monitors your progress by topic  \n- adapts questions based on performance  \n- suggests revisions when needed  \n- real-time feedback loop (no cron jobs or polling)\n\n---\n\n## architecture\n\n**core backend**\n- `fastapi` — api framework  \n- `pathway` — stream computation (topic mastery tracking)  \n- `postgres` — persistent store  \n- `ollama`, `openai`, `gemini` — interchangeable llm backends  \n\n**frontend**\n- `next.js` with `tailwindcss`  \n- login + protected routes  \n- clean, minimal ux focused on learning flow\n\n---\n\n## quickstart\n\n```bash\n# from backend/\nmake rebuild\nmake up\n\n# run adaptive learning flow\npython3 src/pathway_flow/pathway_main.py\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryu-ryuk%2Fexam-whisperer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fryu-ryuk%2Fexam-whisperer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryu-ryuk%2Fexam-whisperer/lists"}