Astra Clelia Bertelli PRO

as-cle-bert
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AI & ML interests

- 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)

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Hi HF Community!

Did you know that you are a docker compose up away from unleashing some really powerful AI?

Let me introduce you to ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜†๐˜๐—ต๐—ถ๐—ป๐—ด-๐—ฎ๐—ถ๐Ÿค–

๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜†๐˜๐—ต๐—ถ๐—ป๐—ด-๐—ฎ๐—ถ is a multi-task, AI-powered and local assistant that allows you to:

- ๐Ÿ’ญ talk to ๐˜บ๐˜ฐ๐˜ถ๐˜ณ ๐˜ฑ๐˜ฅ๐˜ง๐˜ด thanks to a backend retrieval architecture built with LangChain and Qdrant (supports 50+ languages)
- โœ๏ธ chat with almost every text-generation model on Hugging Face hub (supports 50+ languages)
- ๐Ÿ“„ summarize texts and pdfs with almost every text-summarization model on HF hub (English-only)
- ๐ŸŽจ generate images with Pollinations AI API or stable diffusion models on HF hub (supports 50+ languages)
- ๐Ÿ–จ๏ธ describe images with image-to-text models on HF hub (English-only)
- ๐Ÿฉป classify images with image-classification models on HF hub (English-only)
- ๐Ÿ–ผ๏ธ implement an image-based search engine on *your images*, thanks to Qdrant, with almost every feature extraction model on HF hub

๐Ÿ–ฅ๏ธ There is now a brand new user interface that helps with selecting tasks, models, pdf files, images and languages

๐Ÿ‹ everything-ai is distributed as a multi-container application in Docker, available for Windows and Mac, and it is 100% local.

๐Ÿƒโ€โ™€๏ธ Head over to the documentation for a quick-start on the application: https://astrabert.github.io/everything-ai

๐Ÿฅฐ Make sure to check out the GitHub repo and leave a little โญ: https://github.com/AstraBert/everything-ai


๐Ÿš€ Features coming soon:
- ๐ŸŽ™๏ธAudio and video-related tasks
- ๐Ÿค— Integration with HF Spaces API to effortlessly chat with larger models on the Hub from your local computer
- ๐Ÿงฌ Biology-related tasks

โค๏ธ Shout-outs to Qdrant, LangChain, Hugging Face, Docker and Gradio for making all of this possible!

๐Ÿ’กInspired by Jan, Cheshire Cat AI, LM Studio, Ollama and other awesome local AI solutions!