Kısaca
A Turkish quick-answers content engine — Redis caching, an AI summarisation cascade and SEO-first structure.
Kısaca is a hobby project: a Turkish quick-answers engine that pulls and summarises content into short, citable answers. It’s where I experiment with AI integration and content SEO at scale.
It uses an external-API cascade (Groq Llama → Gemini) for resilient summarisation, an Upstash Redis cache layer with a fallback-safe wrapper, and heavy SEO — JSON-LD FAQPage/Article, canonical URLs and featured-snippet-oriented content.
What I built
- AI summarisation cascade (Groq → Gemini)
- Redis caching with fallback-safe wrapper
- FAQPage / Article structured data
- Featured-snippet-oriented content
Tech stack
Want to build something similar?
Tell me about your project — I’ll come back with a clear scope and estimate.
varlikbbusiness@gmail.comMore work
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