aeat.application.command_search package

Semantic-ish discovery search over the aeat command surface.

The MCP console advertises only an orientation core by default (ADR mcp-progressive-discovery P1); the long-tail verb universe is reached through the search meta-tool. That search must bridge the operator’s natural vocabulary to the command’s own tokens, which a naive token-substring scorer cannot (it misses declare quarterly VAT -> modelo.work.calculate across the Spanish/English and concept/verb gaps). This package builds a small FTS5 lexical index with Spanish stemming and diacritics folding over the command corpus (command key, tool name, description, per-verb help, toolset) and ranks by BM25, degrading to a pure-Python token scorer when SQLite FTS5 is unavailable - the same lexical-first, degrade-cleanly posture as the corpus grounding search.

Submodules

• aeat.application.command_search._index module
  • RRF_K
  • CommandDoc
    • CommandDoc.command_key
    • CommandDoc.tool_name
    • CommandDoc.key_and_name
    • CommandDoc.description
    • CommandDoc.aliases
    • CommandDoc.help
    • CommandDoc.combined_text
  • CommandHit
    • CommandHit.command_key
    • CommandHit.tool_name
    • CommandHit.rank
    • CommandHit.score
  • CommandIndex
    • CommandIndex.search()
  • build_command_index()