Add bm25 prefilter stage; unify candidates cache; validate reasoning quality

Refactor JD extraction: relocate artifact & optimize parsing

Switch JD-parse/T1 polish to Qwen3-1.7B

Add LLM call timeout and streaming pipeline phases

Enhance JD extraction (Qwen3.5-2B + richer prompt) and Step-11 reasoning

Tune JD parse: generic compressed prompt, best-of-N recall, JD phases in explorer

Add field-scoped BM25 and composite blending

Drop disqualifiers field — remove dead JD signal

Update Dockerfile and refine JD parsing prompts

Fix JD OBJECTIVE prompt: request all fields the funnel scores on

Prefer prebuilt llama-cpp-python wheels

Add reasoning LLM, perf tweaks, and UI timing

Add full pipeline, submission & reasoning support

Add retrieval & soft/composite ranking stages

Add JD parsing, central config, checkpoints & LLM