Co-founder project · IT operations
Nanites
A ReAct agent over monitoring context, built with LangGraph and Grafana.
- AI
Co-founder project · Education
AskMuslim
An assistant that answers from curated Islamic texts, not the open web.
- Built by
- Muhammad Zubair, Sortup co-founder
- Sector
- Education
- What was built
- AI
- Stack
- OpenAI
- Pinecone
- Chainlit
- LiteralAI
- Webflow
- Client
- An Islamic education assistant.
- Engagement
- Zubair built the retrieval assistant and its signed-in experience.
Proof you can open
The challenge
Religious and educational questions need answers grounded in trusted sources, not generic chatbot output.
The solution
Retrieval over curated texts in Pinecone with OpenAI, a Chainlit interface with sign-in, and conversation monitoring through LiteralAI.
The impact
- Answers grounded in a curated library.
- Signed-in users.
- Conversations monitored.
Building something like AskMuslim?
No pitch deck. An engineer, and a straight answer.