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Shamel

An Arabic AI agent that writes and acts
An AI agent we customised for our own work, with a full Arabic web interface. It writes reports, research and slide decks in Arabic, and sends each task to the model that suits it.
InterfaceChatTask routingTemplatesSkills

101Pick the model from inside the chat
202Past chats kept in the sidebar

303Each side task goes to a cheaper model on its own
404A model and a token cap for each task

505Ready Arabic Word reports and PowerPoint decks

606Skills switched on and off, and a store for more
Structure
What lies under the interface.


01 · FRONTENDInterface
02 · BACKENDServer
03 · DATAData
The roots
// architecture Hermes Agent baseFastAPI + React dashboard
Side tasks go to free or cheaper models, so the strongest model is kept for the work that needs it.
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