Labels.io

AI chat & search

A streaming assistant and semantic search, ready for your provider.

Two AI screens ship finished and clickable:

  • Chat (/app/chat): a streaming assistant UI with a model picker, message bubbles, and source chips, running on mock replies
  • Search (/app/search): semantic knowledge search with ranked results, running on a mock index

Wiring chat

Say "wire the AI chat". The wire-ai-chat.md skill connects the Vercel AI SDK, adds your provider key (OpenAI, Anthropic, or Gemini), and swaps mock replies for a real streaming endpoint. The model picker in the UI is already provider-agnostic.

Say "add AI search". The wire-ai-search.md skill sets up embeddings over your content, ranking, and source links. Until then the search screen renders believable mock matches so the demo stays whole.

Bring your own key

Both features run on the AI subscription you already have. There is no middleman key and no markup baked into the kit.

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