SigMap
81.1% retrieval hit 5, 96.9% token reduce,zero deps
Details
- External ID
- 47956790
- Source
- HN
- Company
- —
- Product
- SigMap
- Website domain
- github.com
- Launched
- April 30, 2026
- Cohort
- —
- Upvotes
- 14
- Upvotes percentile
- 0.6876606683804627
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- web development and browser utilities
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- retrieval optimization with token reduction
- Manually corrected
- False
Could you build this?
Yes It is an open-source, zero-dependency contextual retrieval / token reduction utility for LLM prompts, easily implementable using standard text parsing and AST extraction.
Discussion
4 comments analyzed.
Competitors
Other products that read as similar to this one — 77 launches clear the similarity bar, closest 8 shown.
Attention rank: #19 of 78 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 174 days after the earliest competitor.
- NEP · hn · 2026-06-06 · 6 upvotes · similarity 0.46
- is-gpt-nerfed · github · 2026-09-15 · 149 upvotes · similarity 0.44
- Reducing LLM input tokens by 70% · hn · 2026-05-12 · 56 upvotes · similarity 0.42
- Captain - The Reliable Alternative to RAG · yc · 2025-11-07 · 115 upvotes · similarity 0.42
- IResearch · hn · 2026-05-20 · 15 upvotes · similarity 0.41
- TokenOptim · ph · 2026-09-20 · 1 upvotes · similarity 0.39
- Graft · hn · 2026-08-14 · 39 upvotes · similarity 0.39
- jev-rag-benchmark · github · 2026-09-19 · 14 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.