Thanks! Happy to go deeper on any part — the TF-IDF ranking logic, the import graph construction, or the benchmark methodology. What are you working on?
Yes. Flask goes from 242,600 tokens down to 3,400 — 98.6% reduction. Django, FastAPI, any Python project works the same way. The Python extractor captures functions, class methods, dataclass fields, and Pydantic BaseModel fields including return types.
Yes, completely. SigMap runs entirely on your machine — no API calls, no cloud, no telemetry. It reads your files and writes a context file locally. Works on a plane, in a VPN-locked environment, anywhere.