{"id":15711163,"url":"https://github.com/percival33/bhl2024","last_synced_at":"2025-10-14T17:31:24.551Z","repository":{"id":234891012,"uuid":"789342602","full_name":"Percival33/BHL2024","owner":"Percival33","description":"\"Unified Meeting Notes Framework\" enhances meeting productivity with AI-driven recording, summarization, and retrieval via a user-friendly browser extension.","archived":true,"fork":false,"pushed_at":"2024-04-24T21:28:11.000Z","size":4972,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-31T10:36:20.403Z","etag":null,"topics":["chromadb","extension-chrome","fastapi","whisper-ai"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Percival33.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":"2024-04-20T09:16:16.000Z","updated_at":"2024-06-04T22:38:53.000Z","dependencies_parsed_at":"2024-04-21T11:13:57.337Z","dependency_job_id":"dc42dd62-6de9-4f6a-93dc-febc02f1c6ac","html_url":"https://github.com/Percival33/BHL2024","commit_stats":null,"previous_names":["percival33/bhl2024"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Percival33/BHL2024","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Percival33%2FBHL2024","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Percival33%2FBHL2024/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Percival33%2FBHL2024/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Percival33%2FBHL2024/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Percival33","download_url":"https://codeload.github.com/Percival33/BHL2024/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Percival33%2FBHL2024/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279020077,"owners_count":26086806,"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":"2025-10-14T02:00:06.444Z","response_time":60,"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":["chromadb","extension-chrome","fastapi","whisper-ai"],"created_at":"2024-10-03T21:11:59.807Z","updated_at":"2025-10-14T17:31:23.609Z","avatar_url":"https://github.com/Percival33.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# BHL 2024 Hackathon Documentation\n## Team \"Ale to ty dzwonisz\"\n\n### Members\n- [Dawid Kaszyński](https://github.com/dawidkasz)\n- [Mikołaj Szawerda](https://github.com/MikolajSzawerda)\n- [Krzysztof Fijałkowski](https://github.com/kfijalkowski1)\n- [Marcin Jarczewski](https://github.com/Percival33)\n\n## Project Overview: Unified Meeting Notes Framework\n\n### Executive Summary\nOur project introduces an innovative framework designed to enhance meeting productivity by seamlessly integrating the recording, summarization, and retrieval of both online and offline meetings. Utilizing a browser extension, our system captures audio inputs and leverages cutting-edge AI technologies to process, summarize, and contextually link meeting content, presenting it through a highly accessible user interface.\n\n### System Components\n\n#### Browser Extension\n- **Functionality**: Captures microphone and system audio for real-time processing.\n- **Features**: Syncs processed data to provide contextually relevant notes in real time.\n- **Technology**: Developed using TailwindCSS, Vanilla JavaScript, and Chromium APIs.\n- **Accessibility**: Compliant with WCAG accessibility standards, ensuring usability for all users.\n\n#### Backend\n- **Speech-to-Text**: Employs OpenAI's Whisper model to accurately transcribe audio data.\n- **Content Summarization and Analysis**: Utilizes GPT models to summarize meetings and compute embeddings for semantic linkage of notes.\n- **Data Management**: Stores summaries and their associated embeddings in a structured database for efficient retrieval.\n- **Technology Stack**: OpenAI Whisper, ChatGPT, LangChain, ChromaDB, MongoDB, FastAPI.\n\n#### Frontend\n- **Display**: Showcases all meeting notes and provides detailed views of specific entries.\n- **Functionality**: Supports searching across all notes and dynamically presents notes similar to the current focus.\n- **Technology**: Built with React, TailwindCSS, HTML, and Vanilla JavaScript.\n\n### Technologies Employed\n- **Browser Extension**: TailwindCSS, Vanilla JavaScript, Chromium APIs.\n- **Backend**: OpenAI Whisper, ChatGPT, LangChain, ChromaDB, MongoDB, FastAPI.\n- **Frontend**: React, TailwindCSS, HTML, Vanilla JavaScript.\n\n## Installation Guide\n\n### Browser Extension\n```shell\n# Open your browser and navigate to the extensions page.\n# Enable developer mode.\n# Load the unpacked extension from the 'extension folder'.\n```\n\n### Backend Setup\n```shell\ncp .env.example .env\n# Insert your OPENAI_API_KEY here.\npython3 -m venv venv\nsource venv/bin/activate\npip install -r requirements.txt\ndocker-compose up\n```\n\n### Webpage Deployment\n```shell\nnpm install\nnpm start\n```\n\n## Future Development\n- **AI Model Enhancement**: Investigate the creation or fine-tuning of specialized models tailored for specific types of meetings and industries.\n\n### Summary\nOur framework is designed to transform how individuals and organizations manage their meeting workflows by automating the capture, analysis, and retrieval of meeting content. By integrating state-of-the-art AI technologies, we provide a scalable solution that enhances productivity and facilitates better decision-making processes. This proposal outlines our commitment to delivering a robust, accessible, and technologically advanced system for effective meeting management.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpercival33%2Fbhl2024","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpercival33%2Fbhl2024","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpercival33%2Fbhl2024/lists"}