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feat/Catalog Retrieval System (#1)
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query

Catalog-driven query subsystem. User question → IR → SQL/pandas → result.

Subpackages:

  • ir/ — JSON IR Pydantic models + validator
  • planner/ — LLM step: question + catalog → IR
  • compiler/ — deterministic IR → SQL or pandas op chain (no LLM)
  • executor/ — runs the compiled query against DB or Parquet

See ARCHITECTURE.md (root) for the full design.