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AntStation search should match model names with spaces #599

@kc-zero-lab

Description

@kc-zero-lab

Summary

AntStation search/indexing currently appears to require hyphenated model names. A user searching for a model with spaces, e.g. Claude Opus 4.7, cannot find it unless they type the hyphenated service/id form Claude-Opus-4.7 / claude-opus-4-7.

User report

can you fix indexing in antseed, i can't search for model that i need with "space" like Claude Opus 4.7, i need to type Claude-Opus-4.7

Confirmed context from the user: AntStation on macOS.

Expected behavior

Searching natural model names with spaces should return the matching service/model entries, including hyphenated/slugged IDs.

Examples that should match the same relevant results:

  • Claude Opus 4.7
  • Claude-Opus-4.7
  • claude-opus-4-7
  • potentially opus 4.7

Actual behavior

The user reports that only the hyphenated form works.

Suggested fix direction

Normalize search/index tokens on both indexed values and query input, including at least:

  • case folding
  • treating spaces, hyphens, underscores, and dots as comparable separators where appropriate
  • preserving exact/slug matching so existing behavior does not regress

This likely belongs in the AntStation model/service search indexing or filtering layer.

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