- Bioinformatics ML
- NLP for academic notes, learning and productivity
- ML Python frameworks
- Blogging about this kind of contents (on CoderLegion: https://coderlegion.com/user/Astra+Bertelli; on DEV Community: https://dev.to/astrabert)
Did you know that you are a docker compose up away from unleashing some really powerful AI?
Let me introduce you to ๐ฒ๐๐ฒ๐ฟ๐๐๐ต๐ถ๐ป๐ด-๐ฎ๐ถ๐ค
๐ฒ๐๐ฒ๐ฟ๐๐๐ต๐ถ๐ป๐ด-๐ฎ๐ถ is a multi-task, AI-powered and local assistant that allows you to:
- ๐ญ talk to ๐บ๐ฐ๐ถ๐ณ ๐ฑ๐ฅ๐ง๐ด thanks to a backend retrieval architecture built with LangChain and Qdrant (supports 50+ languages) - โ๏ธ chat with almost every text-generation model on Hugging Face hub (supports 50+ languages) - ๐ summarize texts and pdfs with almost every text-summarization model on HF hub (English-only) - ๐จ generate images with Pollinations AI API or stable diffusion models on HF hub (supports 50+ languages) - ๐จ๏ธ describe images with image-to-text models on HF hub (English-only) - ๐ฉป classify images with image-classification models on HF hub (English-only) - ๐ผ๏ธ implement an image-based search engine on *your images*, thanks to Qdrant, with almost every feature extraction model on HF hub
๐ฅ๏ธ There is now a brand new user interface that helps with selecting tasks, models, pdf files, images and languages
๐ everything-ai is distributed as a multi-container application in Docker, available for Windows and Mac, and it is 100% local.
๐ Features coming soon: - ๐๏ธAudio and video-related tasks - ๐ค Integration with HF Spaces API to effortlessly chat with larger models on the Hub from your local computer - ๐งฌ Biology-related tasks
โค๏ธ Shout-outs to Qdrant, LangChain, Hugging Face, Docker and Gradio for making all of this possible!
๐กInspired by Jan, Cheshire Cat AI, LM Studio, Ollama and other awesome local AI solutions!