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as-cle-bert  updated a Space about 1 month ago
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as-cle-bert  updated a Space about 1 month ago
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as-cle-bert 
posted an update 1 day ago
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821
Hi HuggingFacers!🤶🏼

As my last 2024 project, I've dropped a Discord Bot that knows a lot about Pokemons🦋

GitHub 👉 https://github.com/AstraBert/Pokemon-Bot
Demo Space 👉 as-cle-bert/pokemon-bot

The bot integrates:
- Chat features (Cohere's Command-R) with RAG functionalities (hybrid search and reranking with Qdrant) and chat memory (managed through PostgreSQL) to produce information about Pokemons
- Image-based search to identify Pokemons from their images (via Qdrant)
- Card package random extraction and description

HuggingFace🤗, as usual, plays the most important role in the application stack, with the following models:

- sentence-transformers/LaBSE
- prithivida/Splade_PP_en_v1
- facebook/dinov2-large

And datasets:

- Karbo31881/Pokemon_images
- wanghaofan/pokemon-wiki-captions
- TheFusion21/PokemonCards

Have fun!🍕
as-cle-bert 
posted an update 14 days ago
as-cle-bert 
posted an update 24 days ago
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1411
Hi HuggingFacers!🤗
December is here and time has come, for most of us, to wrap up our code projects and take stock of our 2024 contributions🗓️
In order to do this, I made a small Gradio application, what-a-git-year:

as-cle-bert/what-a-git-year

that scrapes information from your GitHub profile and summarizes them, producing also nice plots📊
Find also the GitHub repo here: https://github.com/AstraBert/what-a-git-year ⭐

Hope that everyone had a Git year!🎉
as-cle-bert 
posted an update 29 days ago
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Hi there!🤗

I just deployed a Streamlit-based space on HF that fetches your Home Feed on BlueSky and summarizes it with Cohere's CommandR via Langchain🧪

Find it here:
as-cle-bert/bsky-feedllama-demo

I'm also working on a Gradio local implementation with Llama3.2 that for now only works with source code and doesn't have docs, but that will be soon supported by Docker🐳 and have a nice README:

https://github.com/AstraBert/bluesky-feedllama

Contributions and feedback are always welcome!🤗🦋
as-cle-bert 
posted an update about 1 month ago
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1257
Hi HuggingFacers!🤗
I'm thrilled to introduce my latest project: 𝗦𝗲𝗻𝗧𝗿𝗘𝘃 (𝗦𝗲𝗻tence 𝗧𝗿ansformers 𝗘𝘃aluator), a python package that offers simple customizable evaluation for text retrieval accuracy and time performance of Sentence Transformers-compatible text embedders on PDF data!📊

Learn more in my LinkedIn post: https://www.linkedin.com/posts/astra-clelia-bertelli-583904297_python-embedders-semanticsearch-activity-7266754133557190656-j1e3

And on the GitHub repo: https://github.com/AstraBert/SenTrEv

Have fun!🍕
as-cle-bert 
updated 2 Spaces about 1 month ago
as-cle-bert 
posted an update about 2 months ago
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1664
Hi HugginfgFacers!🤗

If you're into biomedical sciences, you will know the pain that, sometimes, searching PubMed can be🙇‍♀️

For these purposes, I built a bot that scrapes PubMed for you, starting from the exact title of a publication or key word search - all beautifully rendered through Gradio✅

Find it here: as-cle-bert/BioMedicalPapersBot

And here's the GitHub repository🐱: https://github.com/AstraBert/BioMedicalPapersBot

It's also available as a Docker image!🐳

docker pull ghcr.io/astrabert/biomedicalpapersbot:main


Best of luck with your research!

PS: in the very near future some AI summarization features will be included!
as-cle-bert 
posted an update about 2 months ago
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761
Hi there HuggingFacers!🤗

Are you working with Streamlit on Spaces and struggling with authentication and user management?🧐

Well, you can check out my last community article (https://huggingface.co/blog/as-cle-bert/streamlit-supabase-auth-ui) on a new python package I've been working on, that connects Supabase to Streamlit UI, in order to create a seamless authentication for your seamless Streamlit apps!🚀

You can find a demo of it on Spaces: as-cle-bert/streamlit-supabase-auth-ui

Have fun!🍕
as-cle-bert 
posted an update 2 months ago
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3214
Hi HuggingFacers!🤗

As you may have probably heard, in the past weeks three Tech Giants (Microsoft, Amazon and Google) announced that they would bet on nuclear reactors to feed the surging energy demand of data centers, driven by increasing AI data and computational flows.

I try to explain the state of AI energy consumptions, its environmental impact and the key points of "turning AI nuclear" in my last article on HF community blog: https://huggingface.co/blog/as-cle-bert/ai-is-turning-nuclear-a-review

Enjoy the reading!🌱
as-cle-bert 
posted an update 2 months ago
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1353
Hi there HuggingFacers!

Have you ever dreamt of an improbable books crossover, like Frodo from 𝘓𝘰𝘳𝘥 𝘰𝘧 𝘵𝘩𝘦 𝘙𝘪𝘯𝘨𝘴 becoming the main character of the 𝘖𝘥𝘺𝘴𝘴𝘦𝘺 or Emma Bovary from 𝘔𝘢𝘥𝘢𝘮𝘦 𝘉𝘰𝘷𝘢𝘳𝘺 acting as a modern-days Shakespearean Juliet?

Well, all of this is now possible! I'm thrilled to introduce my latest opensource product for storytelling: 𝐛𝐨𝐨𝐤𝐬-𝐦𝐢𝐱𝐞𝐫-𝐚𝐢 𝐯𝟎.𝟎.𝟎 !

Built with ReactJS and shipped directly to you on Spaces thanks to Docker, this webapp combines the power of two AI tools:

- gpt-4o-mini by OpenAI, which takes care of cooking new and intriguing plots starting from the user's instructions, the titles and the summaries of the two books to mix (summaries are scraped through Wikipedia)
- text2img realtime API by ModelsLab, which provides a stable diffusion pipeline to create a thumbnail for your newly-generated story

Everything is provided under a simple and intuitive UI, which uses chatscope's React template kit.
Curious of trying? The app is already live at:

as-cle-bert/books-mixer-ai

And you can also have a tour of the GitHub repo (and leave a little ⭐ while you're there):

https://github.com/AstraBert/books-mixer-ai

The documentation is still under construction, but will become available soon😊

Have fun!📚📚
as-cle-bert 
posted an update 5 months ago
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5059
Hi HF Community!🤗

In the past days, OpenAI announced their search engine, SearchGPT: today, I'm glad to introduce you SearchPhi, an AI-powered and open-source web search tool that aims to reproduce similar features to SearchGPT, built upon microsoft/Phi-3-mini-4k-instruct, llama.cpp🦙 and Streamlit.
Although not as capable as SearchGPT, SearchPhi v0.0-beta.0 is a first step toward a fully functional and multimodal search engine :)
If you want to know more, head over to the GitHub repository (https://github.com/AstraBert/SearchPhi) and, to test it out, use this HF space: as-cle-bert/SearchPhi
Have fun!🐱
as-cle-bert 
posted an update 5 months ago
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2600
Hi HF community!🤗
Hope y'all are as excited as me for the release of Llama 3.1! 🦙
Following the release, I built a space exploiting HF Inference API, thanks to a recipe you can find in this awesome GitHub repo (https://github.com/huggingface/huggingface-llama-recipes/): you can now run Llama-3.1-405B customizing its system instructions and other parameters, for free! 😇
Follow this link: as-cle-bert/Llama-3.1-405B-FP8 and let the fun begin!🍕
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as-cle-bert 
posted an update 5 months ago
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1402
Hi HuggingFacers!🤗

Good news concerning as-cle-bert/smolLM-arena, the chat arena where you can compare some of the Small Language Models (<1.7B) on the Hub and cast your vote to choose the best!📱
The space now has a new interface with chatbots instead of textboxs, it runs faster and it also comes with usage instructions :)
Have fun!🍕
as-cle-bert 
posted an update 5 months ago
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Hi HF Community!🤗

As you may know, small language models like the SmolLM series have been on the rise recently: although it may not be completely fair to compare them with larger models, my thought was that we could build a space where these SLMs could compete against each other in a chat arena, and here is what came out: as-cle-bert/smolLM-arena 🚀
Even though there might be some little issues and hiccups due to GPU resources allocation, this space offers you the possibility to compare and play around with several Small Language Models, coming also with a leaderboard page (make sure to refresh it for the latest updates!)👑
Have fun!🍕
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as-cle-bert 
posted an update 5 months ago
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1076
Responsibly building AI also means knowing its impact on the environment and the hidden carbon costs associated with it🌱
If you're interested in the subject, you can check out my latest community article: https://huggingface.co/blog/as-cle-bert/is-ai-carbon-footprint-worrisome
Where I try to unravel AI's carbon footprint and potential solutions to reduce it🌻
Enjoy!🤗
as-cle-bert 
posted an update 6 months ago
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Hi HF community! 🤗

There's a new space out in the wild! as-cle-bert/self-reviewing-coding-assistant 🦜

It's a self-correcting and self-reviewing python coding assistant based on GPT4-o and LangChain, inspired by Codium-AI's AlphaCodium 👾

Have fun! 🐙
as-cle-bert 
posted an update 6 months ago
as-cle-bert 
posted an update 6 months ago
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3629
🤗 Hi HF Community!
🧬 As you may now, Evolutionary Scale recently released EvolutionaryScale/esm3-sm-open-v1 model here on the Hub, "a frontier generative model for biology, able to jointly reason across three fundamental biological properties of proteins: sequence, structure, and function" - as it is described on the dedicated GitHub page.
⚡ If you are curious about it and you want to try it out, you can do it with a space I built, as-cle-bert/proteins-with-esm
Hope this helps with your research!🚀
as-cle-bert 
posted an update 6 months ago
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2010
Hi HuggingFacers!🤗
💥 If you are Bioinformaticians or Biologists, you may be familiar with BLAST, a search algorithm that allows researchers to identify the group of organisms (species, taxa...) from which DNA/Protein sequences come.
🥱 You may also be familiar with the difficulties to interpret long and multi-parametric results coming out from BLAST searches: here's where we can operate with LLMs, summarizing the outputs and/or replying to queries about them!
🧬 You can now run BLAST for 16S rRNA bacterial sequences here on HF, summarizing and/or asking questions about the results, or make sense of your online BLAST searches uploading description tables, using the last space I built: as-cle-bert/BLAST-SummarAIzer
Have fun and may this be helpful to your research!💻