| """JD-parse phase — load JD → objective (keywords) + subjective → ONE combined jd_extraction.json (live, Qwen3). | |
| ``run_jd_parse`` writes the single JSON each run (objective keyword fields + ``subjective.ideal_summary``); | |
| ``extract_spec`` / ``read_subjective`` consume it. Live-only — when the JSON is absent, ``extract_spec`` | |
| returns an empty default spec (no committed fallback). Each part is independently testable. | |
| """ | |
| from .pipeline import run_jd_parse | |
| from .spec import JDSpec, embed_query, extract_spec, read_subjective | |
| __all__ = [ | |
| "JDSpec", | |
| "embed_query", | |
| "extract_spec", | |
| "read_subjective", | |
| "run_jd_parse", | |
| ] | |