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Samer Hany

Knowledge-Base AI Assistant with Source-Backed Answers

A production-grade conversational AI assistant that answers questions about the services and projects on this site, grounded in a real knowledge base through retrieval. It runs agentic tools (knowledge retrieval, web search, and durable memory), streams responses token by token, and renders custom in-chat UI like project cards and a human-approved contact form, with voice input built in. The centerpiece is a live knowledge graph that grows in real time as the assistant learns about each visitor and links their needs to the right services.

This public demo was created after a real private project and rebuilt to highlight a specific concept or tool without exposing the original system, data, or proprietary workflow. It is fully working, and you are welcome to try it.

Knowledge-Base AI Assistant with Source-Backed Answers interface

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