Clelia Astra Bertelli's picture

Clelia Astra Bertelli

as-cle-bert

AI & ML interests

Biology + Artificial Intelligence = โค๏ธ | AI for sustainable development, sustainable development for AI | Researching on Machine Learning Enhancement | I love automation for everyday things | Blogger | Open Source

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commented on their article about 5 hours ago
streamlit_supabase_auth_ui
commented on their article about 8 hours ago
streamlit_supabase_auth_ui
posted an update 2 days ago
I built an AI agent app in less than 8 hours๐Ÿคฏ And, believe me, this is ๐—ป๐—ผ๐˜ clickbaitโŒ GitHub ๐Ÿ‘‰ https://github.com/AstraBert/PapersChat Demo ๐Ÿ‘‰ https://huggingface.co/spaces/as-cle-bert/PapersChat The app is called ๐๐š๐ฉ๐ž๐ซ๐ฌ๐‚๐ก๐š๐ญ, and it is aimed at ๐—บ๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐—ฐ๐—ต๐—ฎ๐˜๐˜๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐˜€๐—ฐ๐—ถ๐—ฒ๐—ป๐˜๐—ถ๐—ณ๐—ถ๐—ฐ ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ๐˜€ ๐—ฒ๐—ฎ๐˜€๐—ถ๐—ฒ๐—ฟ. ๐‡๐ž๐ซ๐ž ๐ข๐ฌ ๐ฐ๐ก๐š๐ญ ๐ญ๐ก๐ž ๐š๐ฉ๐ฉ ๐๐จ๐ž๐ฌ: ๐Ÿ“„ Parses the papers that you upload thanks to LlamaIndex๐Ÿฆ™ (either with LlamaParse or with simpler, local methods) ๐Ÿ“„ Embeds documents both with a sparse and with a dense encoder to enable hybrid search ๐Ÿ“„ Uploads the embeddings to Qdrant โš™๏ธ Activates an Agent based on https://huggingface.co/mistralai/Mistral-Small-24B-Instruct-2501 that will reply to your prompt ๐Ÿง  Retrieves information relevant to your question from the documents ๐Ÿง  If no relevant information is found, it searches PubMed and arXiv databases ๐Ÿง  Returns a grounded answer to your prompt ๐‡๐จ๐ฐ ๐๐ข๐ ๐ˆ ๐ฆ๐š๐ง๐š๐ ๐ž ๐ญ๐จ ๐ฆ๐š๐ค๐ž ๐ญ๐ก๐ข๐ฌ ๐š๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ข๐ง ๐Ÿ– ๐ก๐จ๐ฎ๐ซ๐ฌ? Three key points: - LlamaIndex๐Ÿฆ™ provides countless integrations with LLM providers, text embedding models and vectorstore services, and takes care of the internal architecture of the Agent. You just plug it in, and it works!๐Ÿ”Œโšก - Qdrant is a vector database service extremely easy to set up and use: you just need a one-line Docker command๐Ÿ˜‰ - Gradio makes frontend development painless and fast, while still providing modern and responsive interfaces๐Ÿ—๏ธ And a bonus point: - Deploying the demo app couldn't be easier if you use Gradio-based Hugging Face Spaces๐Ÿค— So, no more excuses: build your own AI agent today and do it fast, (almost) for free and effortlessly๐Ÿš€ And if you need a starting point, the code for PapersChat is open and fully reproducible on GitHub ๐Ÿ‘‰ https://github.com/AstraBert/PapersChat
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as-cle-bert's activity

commented on streamlit_supabase_auth_ui about 5 hours ago
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I could not find it either back in the days, when I wanted to suppress it, but my suspicion is that is linked to some not-so-up-to-date portions of the code (the code is based on a repo that used Streamlit 1.34, I believe). Nevertheless, what I did in my personal projects was suppressing all the warnings with:

from warnings import filterwarnings
filterwarnings(action="ignore")
# source -> https://www.geeksforgeeks.org/how-to-disable-python-warnings/

Hope this helps!

commented on streamlit_supabase_auth_ui about 8 hours ago
posted an update 2 days ago
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2093
I built an AI agent app in less than 8 hours๐Ÿคฏ
And, believe me, this is ๐—ป๐—ผ๐˜ clickbaitโŒ

GitHub ๐Ÿ‘‰ https://github.com/AstraBert/PapersChat
Demo ๐Ÿ‘‰ as-cle-bert/PapersChat

The app is called ๐๐š๐ฉ๐ž๐ซ๐ฌ๐‚๐ก๐š๐ญ, and it is aimed at ๐—บ๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐—ฐ๐—ต๐—ฎ๐˜๐˜๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐˜€๐—ฐ๐—ถ๐—ฒ๐—ป๐˜๐—ถ๐—ณ๐—ถ๐—ฐ ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ๐˜€ ๐—ฒ๐—ฎ๐˜€๐—ถ๐—ฒ๐—ฟ.

๐‡๐ž๐ซ๐ž ๐ข๐ฌ ๐ฐ๐ก๐š๐ญ ๐ญ๐ก๐ž ๐š๐ฉ๐ฉ ๐๐จ๐ž๐ฌ:

๐Ÿ“„ Parses the papers that you upload thanks to LlamaIndex๐Ÿฆ™ (either with LlamaParse or with simpler, local methods)
๐Ÿ“„ Embeds documents both with a sparse and with a dense encoder to enable hybrid search
๐Ÿ“„ Uploads the embeddings to Qdrant
โš™๏ธ Activates an Agent based on mistralai/Mistral-Small-24B-Instruct-2501 that will reply to your prompt
๐Ÿง  Retrieves information relevant to your question from the documents
๐Ÿง  If no relevant information is found, it searches PubMed and arXiv databases
๐Ÿง  Returns a grounded answer to your prompt

๐‡๐จ๐ฐ ๐๐ข๐ ๐ˆ ๐ฆ๐š๐ง๐š๐ ๐ž ๐ญ๐จ ๐ฆ๐š๐ค๐ž ๐ญ๐ก๐ข๐ฌ ๐š๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ข๐ง ๐Ÿ– ๐ก๐จ๐ฎ๐ซ๐ฌ?

Three key points:

- LlamaIndex๐Ÿฆ™ provides countless integrations with LLM providers, text embedding models and vectorstore services, and takes care of the internal architecture of the Agent. You just plug it in, and it works!๐Ÿ”Œโšก
- Qdrant is a vector database service extremely easy to set up and use: you just need a one-line Docker command๐Ÿ˜‰
- Gradio makes frontend development painless and fast, while still providing modern and responsive interfaces๐Ÿ—๏ธ

And a bonus point:

- Deploying the demo app couldn't be easier if you use Gradio-based Hugging Face Spaces๐Ÿค—

So, no more excuses: build your own AI agent today and do it fast, (almost) for free and effortlessly๐Ÿš€

And if you need a starting point, the code for PapersChat is open and fully reproducible on GitHub ๐Ÿ‘‰ https://github.com/AstraBert/PapersChat
posted an update 6 days ago
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1354
๐’๐œ๐ข๐๐ž๐ฐ๐ฌ๐๐จ๐ญ - ๐‘๐ž๐ฉ๐จ๐ซ๐ญ ๐๐š๐ข๐ฅ๐ฒ ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐ง๐ž๐ฐ๐ฌ ๐จ๐ง ๐๐ฅ๐ฎ๐ž๐’๐ค๐ฒ

GitHub ๐Ÿ‘‰ https://github.com/AstraBert/SciNewsBot
BlueSky ๐Ÿ‘‰ https://bsky.app/profile/sci-news-bot.bsky.social

Hi there HF Community!๐Ÿค—
I just created a very simple AI-powered bot that shares fact-checked news about Science, Environment, Energy and Technology on BlueSky :)

The bot takes news from Google News, filters out the sources that are not represented in the Media Bias Fact Check database, and then evaluates the reliability of the source based on the MBFC metrics. After that, it creates a catchy headline for the article and publishes the post on BlueSky๐Ÿ“ฐ

The cool thing? SciNewsBot is open-source and is cheap to maintain, as it is based on mistralai/Mistral-Small-24B-Instruct-2501 (via Mistral API). You can reproduce it locally, spinning it up on your machine, and even launch it on cloud through a comfy Docker setup๐Ÿ‹

Have fun and spread Science!โœจ
posted an update 8 days ago
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2720
๐๐ก๐ข๐๐ฐ๐ž๐ง๐’๐“๐„๐Œ - ๐š ๐ซ๐ž๐š๐ฌ๐จ๐ง๐ข๐ง๐  ๐š๐ฌ๐ฌ๐ข๐ฌ๐ญ๐š๐ง๐ญ ๐Ÿ๐จ๐ซ ๐ฒ๐จ๐ฎ๐ซ ๐’๐“๐„๐Œ ๐ž๐๐ฎ๐œ๐š๐ญ๐ข๐จ๐ง

Demo ๐Ÿ‘‰ https://pqstem.org
GitHub ๐Ÿ‘‰ https://github.com/AstraBert/PhiQwenSTEM

Hello HF community!๐Ÿค—
Ever struggled with some complex Maths problem or with a very hard Physics question? Well, fear no more, because now you can rely on PhiQwenSTEM, an assistant specialized in answering STEM-related question!
The assistant can count on a knowledge base of ๐Ÿญ๐Ÿฑ๐—ธ+ ๐˜€๐—ฒ๐—น๐—ฒ๐—ฐ๐˜๐—ฒ๐—ฑ ๐—ฆ๐—ง๐—˜๐—  ๐—พ๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป-๐—ฎ๐—ป๐˜€๐˜„๐—ฒ๐—ฟ ๐—ฝ๐—ฎ๐—ถ๐—ฟ๐˜€ spanning the domains of Chemistry, Physics, Matemathics and Biochemistry (from EricLu/SCP-116K). It also relies on the combined power of microsoft/Phi-3.5-mini-instruct and Qwen/QwQ-32B-Preview to produce reliable and reasoned answers.
For the next 30 days, you will be able to try for free the web demo: https://pqstem.org
In the GitHub repo you can find all the information to reproduce PhiQwenSTEM ๐—ผ๐—ป ๐˜†๐—ผ๐˜‚๐—ฟ ๐—น๐—ผ๐—ฐ๐—ฎ๐—น ๐—บ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ, ๐—ฏ๐—ผ๐˜๐—ต ๐˜ƒ๐—ถ๐—ฎ ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ ๐—ฐ๐—ผ๐—ฑ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐˜„๐—ถ๐˜๐—ต ๐—ฎ ๐—ฐ๐—ผ๐—บ๐—ณ๐˜† ๐——๐—ผ๐—ฐ๐—ธ๐—ฒ๐—ฟ๐Ÿ‹ ๐˜€๐—ฒ๐˜๐˜‚๐—ฝ: https://github.com/AstraBert/PhiQwenSTEM
upvoted an article 19 days ago
posted an update 20 days ago
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1018
Hi HuggingFace community!๐Ÿค—

I just published an article in which I try to articulate some counter-points to Dario Amodei's post "On DeepSeek and Export Control"๐Ÿ‘‰ https://huggingface.co/blog/as-cle-bert/why-we-dont-need-export-control

I try to address several key passages of the third section from Amodei's post (https://darioamodei.com/on-deepseek-and-export-controls), bringing my perspective on the importance of open source, open knowledge and multipolarity in a crucial field for our future such as Artificial Intelligence.

Happy reading!โœจ
published an article 20 days ago