Clelia Astra Bertelli

as-cle-bert

https://www.cleliasportfolio.xyz

AI & ML interests

Recent Activity

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

liked a Space 3 days ago

PapersChat

📚

Chatting with scientific papers made easy

liked a dataset 17 days ago

EricLu/SCP-116K

Viewer • Updated 13 days ago • 117k • 675 • 51

liked a model 22 days ago

Qwen/Qwen2.5-VL-3B-Instruct

Image-Text-to-Text • Updated 5 days ago • 404k • 215

liked a dataset 22 days ago

FreedomIntelligence/medical-o1-verifiable-problem

Viewer • Updated Dec 30, 2024 • 40.6k • 842 • 59

liked a dataset 24 days ago

FreedomIntelligence/medical-o1-reasoning-SFT

Viewer • Updated Jan 13 • 50.1k • 15k • 253

liked a model 25 days ago

sentence-transformers/static-retrieval-mrl-en-v1

liked a model 29 days ago

Alibaba-NLP/gte-modernbert-base

liked a dataset 29 days ago

greenfit-ai/synthetic-sport-products-sustainability

Viewer • Updated 27 days ago • 100 • 108 • 1

liked a Space about 1 month ago

421

Synthetic Data Generator

🧬

Build datasets using natural language

liked 4 models about 1 month ago

Qdrant/bm25

nomic-ai/modernbert-embed-base

OrcaDB/cde-small-v1

Feature Extraction • Updated Jan 2 • 7.11k • 4

deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

Text Generation • Updated 12 days ago • 1.06M • • 887

liked a Space about 1 month ago

Pdfitdown

📚

Convert (almost) everything to PDF!

liked a dataset about 1 month ago

greenfit-ai/claude-reviewed-sport-sustainability-papers

Viewer • Updated Jan 19 • 24 • 100 • 1

liked 3 models about 1 month ago

liked 2 models about 2 months ago

Qwen/Qwen2.5-1.5B-Instruct

Text Generation • Updated Sep 25, 2024 • 751k • • 328

meta-llama/Llama-3.2-1B-Instruct

Text Generation • Updated Oct 24, 2024 • 1.72M • • 771