Clelia Astra Bertelli

as-cle-bert

https://www.cleliasportfolio.xyz

AI & ML interests

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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 hours🤯 And, believe me, this is 𝗻𝗼𝘁 clickbait❌ GitHub 👉 https://github.com/AstraBert/PapersChat Demo 👉 https://huggingface.co/spaces/as-cle-bert/PapersChat The app is called 𝐏𝐚𝐩𝐞𝐫𝐬𝐂𝐡𝐚𝐭, and it is aimed at 𝗺𝗮𝗸𝗶𝗻𝗴 𝗰𝗵𝗮𝘁𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝘀𝗰𝗶𝗲𝗻𝘁𝗶𝗳𝗶𝗰 𝗽𝗮𝗽𝗲𝗿𝘀 𝗲𝗮𝘀𝗶𝗲𝗿. 𝐇𝐞𝐫𝐞 𝐢𝐬 𝐰𝐡𝐚𝐭 𝐭𝐡𝐞 𝐚𝐩𝐩 𝐝𝐨𝐞𝐬: 📄 Parses the papers that you upload thanks to LlamaIndex🦙 (either with LlamaParse or with simpler, local methods) 📄 Embeds documents both with a sparse and with a dense encoder to enable hybrid search 📄 Uploads the embeddings to Qdrant ⚙️ Activates an Agent based on https://huggingface.co/mistralai/Mistral-Small-24B-Instruct-2501 that will reply to your prompt 🧠 Retrieves information relevant to your question from the documents 🧠 If no relevant information is found, it searches PubMed and arXiv databases 🧠 Returns a grounded answer to your prompt 𝐇𝐨𝐰 𝐝𝐢𝐝 𝐈 𝐦𝐚𝐧𝐚𝐠𝐞 𝐭𝐨 𝐦𝐚𝐤𝐞 𝐭𝐡𝐢𝐬 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐢𝐧 𝟖 𝐡𝐨𝐮𝐫𝐬? Three key points: - LlamaIndex🦙 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!🔌⚡ - Qdrant is a vector database service extremely easy to set up and use: you just need a one-line Docker command😉 - Gradio makes frontend development painless and fast, while still providing modern and responsive interfaces🏗️ And a bonus point: - Deploying the demo app couldn't be easier if you use Gradio-based Hugging Face Spaces🤗 So, no more excuses: build your own AI agent today and do it fast, (almost) for free and effortlessly🚀 And if you need a starting point, the code for PapersChat is open and fully reproducible on GitHub 👉 https://github.com/AstraBert/PapersChat

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as-cle-bert's activity

New activity in greenfit-ai/synthetic-sport-products-sustainability 27 days ago

Librarian Bot: Add language metadata for dataset

#2 opened 28 days ago by

librarian-bot

New activity in bluesky-community/README 3 months ago

Ideas!

#1 opened 3 months ago by

davanstrien

New activity in as-cle-bert/Llama-3.1-405B-FP8 7 months ago

why

#1 opened 7 months ago by

YaserDS-777

New activity in as-cle-bert/saccaromyces-cerevisiae-base 10 months ago

Librarian Bot: Add language metadata for dataset

#2 opened 10 months ago by

librarian-bot

New activity in as-cle-bert/saccaromyces-cerevisiae-base 11 months ago

[bot] Conversion to Parquet

#1 opened 11 months ago by

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New activity in huggingchat/chat-ui 11 months ago

[ASSISTANTS] Community thread

185

#356 opened about 1 year ago by

victor

New activity in as-cle-bert/plastic-enzymes 11 months ago

[bot] Conversion to Parquet

#1 opened 11 months ago by

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New activity in as-cle-bert/scerevisiae-transcripts-biotypes 11 months ago

[bot] Conversion to Parquet

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New activity in as-cle-bert/breastcancer-auto-objdetect 11 months ago

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New activity in as-cle-bert/genetics-arxiv-wiki 11 months ago

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New activity in as-cle-bert/VirBiCla-training 11 months ago

[bot] Conversion to Parquet

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