Astra Clelia Bertelli's picture

Astra Clelia Bertelli PRO

as-cle-bert

·

https://astrabert.vercel.app

AI & ML interests

Biology + Artificial Intelligence = ❤️ | AI for sustainable development, sustainable development for AI | Researching on Machine Learning Enhancement | I love automation for everyday things | Blogger | Open Source

Recent Activity

updated a Space about 10 hours ago

as-cle-bert/pokemon-bot

posted an update about 10 hours ago

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 👉 https://huggingface.co/spaces/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: - https://huggingface.co/sentence-transformers/LaBSE - https://huggingface.co/prithivida/Splade_PP_en_v1 - https://huggingface.co/facebook/dinov2-large And datasets: - https://huggingface.co/datasets/Karbo31881/Pokemon_images - https://huggingface.co/datasets/wanghaofan/pokemon-wiki-captions - https://huggingface.co/datasets/TheFusion21/PokemonCards Have fun!🍕

liked a Space about 12 hours ago

as-cle-bert/pokemon-bot

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Articles

Building an AI-powered search engine from scratch

streamlit_supabase_auth_ui

AI is turning nuclear: a review

Is AI carbon footprint worrisome?

_Repetita iuvant_: how to improve AI code generation

BrAIn: next generation neurons?

What is going on with AlphaFold3?

Organizations

Posts 26

Post

196

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!🍕

Post

582

Hi HF Community!

I just published a blog article on building PrAIvateSearch (https://github.com/AstraBert/PrAIvateSearch), a user-owend, local and open-source AI-powered search engine🔍:

https://huggingface.co/blog/as-cle-bert/build-an-ai-powered-search-engine-from-scratch

"Own your AI, search the web with it🌐😎"

Feel free to try it out and contribute to it on GitHub: let's make OSS AI grown and thrive!🚀

Collections 2

spaces 22

Pokemon Bot

A bot that knows a lot about Pokemons

What A Git Year

Showcase your GitHub achievements in the past year!

Bsky Feedllama Demo

Demo for BlueSky FeedLlama with Streamlit and Cohere

BioMedicalPapersBot

Bot that scrapes Pubmed

Books Mixer Ai

Mix and twist your favorite books with AI!

Streamlit Supabase Auth Ui

Seamless Supabase authentication for seamless Streamlit apps

models 11

as-cle-bert/bcus-class-segformer

Image Classification • Updated Apr 29 • 9

as-cle-bert/tinyllama-essay-scorer

Text Generation • Updated Apr 29 • 26 • 1

as-cle-bert/tiny-fungal-llama

Text Generation • Updated Apr 15 • 36 • 1

as-cle-bert/carbon-footprint-prediction

Tabular Regression • Updated Apr 14 • 1

as-cle-bert/saccharomyces-pythia-v1

Text Generation • Updated Apr 12 • 18

as-cle-bert/resistBERT

Text Classification • Updated Apr 2 • 15 • 1

as-cle-bert/segformer-v1-breastcancer

Image Segmentation • Updated Apr 1 • 17

as-cle-bert/segformer-breastcancer

Image Segmentation • Updated Mar 31 • 16

as-cle-bert/beit-banana-diseases

Image Classification • Updated Mar 31 • 9 • 1

as-cle-bert/bus-deit

Image Classification • Updated Mar 29 • 18 • 1

datasets 14

as-cle-bert/architecture_vs_normal_image_prompts

Viewer • Updated Nov 8 • 6k • 10 • 1

as-cle-bert/speckledata

Viewer • Updated Jun 3 • 2.43k • 47

as-cle-bert/saccaromyces-cerevisiae-base

Viewer • Updated Apr 16 • 368 • 51 • 1

as-cle-bert/AMR-Gene-Families

Viewer • Updated Apr 1 • 1.5k • 44 • 1

as-cle-bert/scerevisiae-proteins-reduced

Viewer • Updated Apr 1 • 600 • 53

as-cle-bert/plastic-enzymes

Viewer • Updated Apr 1 • 1.64k • 38 • 1

as-cle-bert/scerevisiae-transcripts-biotypes

Viewer • Updated Mar 31 • 6.72k • 47 • 1

as-cle-bert/breastcancer-semantic-segmentation

Viewer • Updated Mar 31 • 40 • 48

as-cle-bert/banana-disease-classification

Viewer • Updated Mar 31 • 777 • 42 • 1

as-cle-bert/breastcancer-auto-objdetect

Viewer • Updated Mar 30 • 547 • 75 • 1