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Show HN: SigMap – 81.1% retrieval hit 5, 96.9% token reduce,zero deps (github.com)
manoj079 2 days ago [-]
* * *
aka1356 12 hours ago [-]
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.
sudippoka 1 days ago [-]
Very helpful
manoj079 21 hours ago [-]
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?
manoj079 1 days ago [-]
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manoj079 1 days ago [-]
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bentesla 2 days ago [-]
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bentesla 2 days ago [-]
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