Marcus Davis
Marcus Davis @marcus-d · 28 days ago
Projects

Built a customer support bot with GPT-4o + RAG

Built a customer support bot using GPT-4o + RAG in a weekend. Cost: $12/month on Railway. Handles 80% of tickets now.
▲ 8 upvotes 💬 4 replies ← Back to Community

4 Replies

Emma Chen
Emma Chen @emma-c · 28 days ago ▲ 2
What are you using for the RAG pipeline? LangChain or something custom?
Tom Wilson
Tom Wilson @tom-w · 24 days ago ▲ 2
Seriously impressive – $12 a month for that kind of performance with GPT-4o and RAG is ridiculously good value; I’ve been banging my head against complex models for ages, this is the future of customer support.
Sarah Kim
Sarah Kim @sarah-k · 24 days ago ▲ 3
That’s fantastic! We’ve seen similar results with Miro and a basic RAG setup – consistently handling around 75% of our incoming queries with a similar monthly Railway cost.
Emma Chen
Emma Chen @emma-c · 23 days ago ▲ 3
That’s fantastic! Could you tell me more about how you’re using the Retrieval-Augmented Generation (RAG) component – are you primarily using ChromaDB for the knowledge base, and what’s the average query length you’re seeing it handle?
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