{"repo":"volotat/Anagnorisis","free":true,"listed":false,"github":"https://github.com/volotat/Anagnorisis","clone":"git clone https://github.com/volotat/Anagnorisis.git","description":"Local data-management platform with built-in trainable recommendation engine and distributed file-sharing ecosystem for content search and discovery.","language":"Python","stars":333,"topics":["music-player","recommendation-system","information-management","image-manager","data-management","note-taking","data-hoarding","self-hosted","data-hoarder","self-hosting"],"license":"AGPL-3.0","category":"self-hosted-apps","readme_excerpt":"Anagnorisis Anagnorisis - is a local recommendation system that allows you to fine-tune models on your data to predict your data preferences. You can feed it as much of your personal data as you like and not be afraid of it leaking as all of it is stored and processed locally on your own computer. All you need to run it is 8GB VRAM GPU or 16GB of RAM in CPU-only mode. The project uses Flask libraries for backend and Bulma as frontend CSS framework. For all ML-related stuff Transformers and PyTorch are used. This is the main technological stack, however there are more libraries used for specific purposes. To find more about the project and ideas behind it you can read these articles: Anagnorisis. Part 1: A Vision for Better Information Management. Anagnorisis. Part 2: The Music Recommendation Algorithm. Anagnorisis. Part 3: Why Should You Go Local? Anagnorisis. Part 4: File Sharing is All We Need. And watch these videos: Anagnorisis: Search Your Data Effectively (v0.3.1) - How to effectively search your data across all modules. Anagnorisis: Music Module Preview (v0.1.6) - Presentation of 'Music' module usage. To see how the algorithm works in details, please read this wiki page: Music Anagnorisis: Images module preview (v0.1.0) - Presentation of 'Images' module usage. Or you can read the guide at the Images wiki page. General Here is the main pipeline of working with the project: 1. You rate some data such as text, audio, images, video or anything else on the scale from 0 to 1","default_branch":null,"files":null,"tree":[],"storefront":"/r/volotat","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/volotat/Anagnorisis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}