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Cover image for hermitAI v0.3: LLM + RAG + MCP = Real-time Personalized AI Twin

hermitAI v0.3: LLM + RAG + MCP = Real-time Personalized AI Twin

Kai Chew on May 25, 2025

This is a submission for the Bright Data AI Web Access Hackathon What I Built I built two complementary products that demonstrate the f...
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Nevo David

insane work, honestly - you think long-term usefulness comes more from tech upgrades or just grinding out the boring daily stuff?

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Kai Chew

Thanks! Appreciate that. Maybe long-term usefulness comes more from grinding out the boring daily stuff—getting real feedback, refining workflows, and improving UX bit by bit. Tech upgrades help, but they’re nothing without consistency and real-world use.

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Dotallio

Super cool! Love the blend of RAG with real-time web actions - makes AI so much more useful. Are you planning to open up agent workflows for custom integrations?

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Kai Chew

Thanks! Yes, definitely in the roadmap. I’m exploring ways to let users plug in their own APIs or actions via a simple UI—maybe something like “if this, then AI does that.” Goal is to keep it powerful but accessible, especially for non-devs.

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Smit

Amazing work! I learned a lot from this. The explanation of RAG and how it enables real-time actions with data was especially interesting and insightful!

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Kai Chew

Thank you so much! I'm really glad it was helpful. I think RAG is still underrated in how it can bridge static knowledge with real-time action—especially when paired with lightweight agent logic. There’s a lot more to explore, so if you ever want to jam on ideas or use cases, feel free to reach out!

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anosh seo

Protect your vehicle and your peace of mind with our comprehensive Car Insurance ( تأمين سيارات) policy. Designed for drivers of all backgrounds, our insurance offers a range of coverage options to suit your individual needs, ensuring you’re safeguarded against unexpected events on the road.

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anosh seo • Edited

Protect your investment and drive with peace of mind with our comprehensive Vehicle Insurance (تأمين مركبات ). Designed for car owners who value security and reliability, our insurance plan offers extensive coverage tailored to meet your specific needs.

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Auviel

Insane work!