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!🍕
liked
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about 22 hours ago
as-cle-bert/pokemon-bot
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updated
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Space
about 20 hours ago
posted
an
update
about 20 hours ago
Post
456
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 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!🍕
liked
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about 22 hours ago
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5 days ago
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14 days ago
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584
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!🚀
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!🚀
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Building an AI-powered search engine from scratch
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21 days ago
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23 days ago
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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,
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!🎉
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!🎉
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28 days ago
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29 days ago
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1035
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!🤗🦋
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!🤗🦋
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#1 opened about 1 month ago
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davanstrien
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