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Simon Pagezy

pagezyhf

pagezyhf

AI & ML interests

Healthcare ML

Recent Activity

updated a dataset 1 day ago

amazon-sagemaker/repository-metadata

reacted to as-cle-bert's post with 🔥 1 day ago

Llama-4 is out and I couldn't resist but to cook something with it... So I came up with 𝐋𝐥𝐚𝐦𝐚𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 (https://llamaresearcher.com), your deep-research AI companion!🔎 The workflow behind 𝗟𝗹𝗮𝗺𝗮𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿 is simple: 💬 You submit a query 🛡️ Your query is evaluated by Llama 3 guard model, which deems it safe or unsafe 🧠 If your query is safe, it is routed to the Researcher Agent ⚙️ The Researcher Agent expands the query into three sub-queries, with which to search the web 🌐 The web is searched for each of the sub-queries 📊 The retrieved information is evaluated for relevancy against your original query ✍️ The Researcher Agent produces an essay based on the information it gathered, paying attention to referencing its sources The agent itself is also built with easy-to-use and intuitive blocks: 🦙 LlamaIndex provides the agentic architecture and the integrations with the language models ⚡Groq makes Llama-4 available with its lightning-fast inference 🔎 Linkup allows the agent to deep-search the web and provides sourced answers 💪 FastAPI does the heavy loading with wrapping everything within an elegant API interface ⏱️ Redis is used for API rate limiting 🎨 Gradio creates a simple but powerful user interface Special mention also to Lovable, which helped me build the first draft of the landing page for LlamaResearcher!💖 If you're curious and you want to try LlamaResearcher, you can - completely for free and without subscription - for 30 days from now ➡️ https://llamaresearcher.com And if you're like me, and you like getting your hands in code and build stuff on your own machine, I have good news: this is all open-source, fully reproducible locally and Docker-ready🐋 Just go to the GitHub repo: https://github.com/AstraBert/llama-4-researcher and don't forget to star it, if you find it useful!⭐ As always, have fun and feel free to leave your feedback✨

upvoted an article 7 days ago

CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG

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pagezyhf's activity

updated a dataset 1 day ago

amazon-sagemaker/repository-metadata

Updated 1 day ago • 134 • 1

reacted to as-cle-bert's post with 🔥 1 day ago

Post

1952

Llama-4 is out and I couldn't resist but to cook something with it... So I came up with 𝐋𝐥𝐚𝐦𝐚𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 (https://llamaresearcher.com), your deep-research AI companion!🔎

The workflow behind 𝗟𝗹𝗮𝗺𝗮𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿 is simple:
💬 You submit a query
🛡️ Your query is evaluated by Llama 3 guard model, which deems it safe or unsafe
🧠 If your query is safe, it is routed to the Researcher Agent
⚙️ The Researcher Agent expands the query into three sub-queries, with which to search the web
🌐 The web is searched for each of the sub-queries
📊 The retrieved information is evaluated for relevancy against your original query
✍️ The Researcher Agent produces an essay based on the information it gathered, paying attention to referencing its sources

The agent itself is also built with easy-to-use and intuitive blocks:
🦙 LlamaIndex provides the agentic architecture and the integrations with the language models
⚡Groq makes Llama-4 available with its lightning-fast inference
🔎 Linkup allows the agent to deep-search the web and provides sourced answers
💪 FastAPI does the heavy loading with wrapping everything within an elegant API interface
⏱️ Redis is used for API rate limiting
🎨 Gradio creates a simple but powerful user interface

Special mention also to Lovable, which helped me build the first draft of the landing page for LlamaResearcher!💖

If you're curious and you want to try LlamaResearcher, you can - completely for free and without subscription - for 30 days from now ➡️ https://llamaresearcher.com
And if you're like me, and you like getting your hands in code and build stuff on your own machine, I have good news: this is all open-source, fully reproducible locally and Docker-ready🐋
Just go to the GitHub repo: https://github.com/AstraBert/llama-4-researcher and don't forget to star it, if you find it useful!⭐

As always, have fun and feel free to leave your feedback✨