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#OpenAI

2 projects · 1 article

▸ Projects

Pikkuna — Multilingual RAG AI System

RAG system on OpenAI and Upstash Vector with 25+ language support. Includes streaming chatbot, hybrid search (semantic + keyword), AI ticket classifier, and incremental indexing with SHA-256 caching.

AI RAG
i18n
Next.js
OpenAI
Case study

Pikkuna — E-commerce for Vinyl Curtains & PVC Products

International e-commerce platform with 30 locales, product configurators, AI chatbot, and fully automated order flow: Stripe → Zoho CRM → Airtable → Mailgun → PDF.

i18n
Next.js
Node.js
OpenAI
Case study

▸ Articles

Building a Multilingual RAG Chatbot for E-commerce: 1,614 Docs, 25 Languages, 70% Ticket Resolution

How I built a RAG chatbot that resolves 70% of support queries across 25 languages — ingestion pipeline, hybrid search, confidence thresholds, and streaming UI.

AI
RAG
Next.js
TypeScript