I will engineer a rag system that does not hallucinate

Need a chatbot that actually works, not one that confidently makes stuff up the moment someone asks something unexpected?

That's what I build. RAG and LLM systems engineered to hold up in production, not just look good in a demo.

What I can do for you:

-Build a full RAG chatbot for your website, WhatsApp, or Telegram

-Fast retrieval with semantic caching, repeat questions return in under 50ms

-Failover between multiple LLMs so your bot keeps working if one provider goes down

-Full instrumentation so you can see cost and failures instead of flying blind

-Vector database setup (ChromaDB, Pinecone) and backend

-Clean, documented code

Where this comes from:

I'm currently lead engineer on a production RAG platform a company has adopted internally. I built the query routing, caching, failover, and monitoring myself, fixing problems most chatbot gigs ignore until a client complains.

If you've been burned by a chatbot that hallucinated or broke under real traffic, message me before ordering so we can scope it properly.