Gallery yeVabatsiri Veruzhinji

Vabatsiri veAI Vakavakwa neNharaunda

Bhurawuza Custom Shans vakasarudzika, kubva kuma persona akareruka kusvika kuvabatsiri vane knowledge-backed context yakaiswa. Peji iri zvino riri kurenderwa zvakananga muAstro paVPS stack.

1 vabatsiri veruzhinji Ma profile anoziva ruzivo SSR Astro route

1 vabatsiri vakarongwa zvinoenderana nekushandiswa kwenharaunda.

Tonga Vabatsiri Vako

Chii chinonzi Custom Shan

A Custom Shan is a public Shannon AI assistant with its own instructions, tone, and optional knowledge files. The public gallery lets users discover high-signal community assistants without loading the entire old SPA.

Why knowledge-backed assistants matter

Some assistants include uploaded knowledge sources, which helps them stay on-topic for narrow domains and deliver more consistent answers than a generic prompt-only persona.

Why this route changed

The old implementation was a full React page wrapper. The new implementation renders as a native Astro route and resolves its public data from the VPS API domain only.