Building an AI-powered search engine from scratch
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8
Astra Clelia Bertelli PRO
as-cle-bert
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
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about 20 hours ago
as-cle-bert/pokemon-bot
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about 20 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!🍕
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about 22 hours ago
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#1 opened about 1 month ago
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davanstrien
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#1 opened 5 months ago
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YaserDS-777
Librarian Bot: Add language metadata for dataset
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