Ụlọ ngosi ndị enyemaka ọha

Ndị enyemaka AI obodo wuru

Chọgharịa Custom Shans pụrụ iche, site na personas dị mfe ruo ndị enyemaka nwere knowledge na context e bulitere. A na-render ugbu a ibe a ozugbo n’ime Astro na VPS stack.

1 ndị enyemaka ọha Profaịlụ maara ihe SSR Astro route

1 ndị enyemaka ahaziri site n’iji obodo eme ihe.

Jikwaa Ndị enyemaka Gị

Ihe bụ 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.