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CASE STUDY
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7 min read · Sep 2026
Architecting a RAG Chatbot for My Own Portfolio
What curiosity from a workshop turned into: a retrieval-augmented chatbot built from scratch for this site, with its own retrieval, guardrails and rate limits.
Ruby on Rails
Groq API
Hotwire
RAG
LLM