Show HN: SigMap – 81.1% retrieval hit 5, 96.9% token reduce,zero deps(github.com)

14 pointsby manoj0792 माह पहले4 comments

Show HN: SigMap – 81.1% retrieval hit 5, 96.9% token reduce,zero deps

https://github.com/manojmallick/sigmap

8 comments

aka13562 माह पहले

Impressive: SigMap shows you can get ~80%+ hit@5 and ~97% token reduction with simple signature-based heuristics—no embeddings, no deps, just smart context pruning.

sudippoka2 माह पहले

Very helpful

manoj0792 माह पहले

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?

manoj0792 माह पहले

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manoj0792 माह पहले

bentesla2 माह पहले