35k+ paper psychedelic library that knows LSD from Lumpy Skin Disease
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HN · launched Aug 9, 2026 · 31 upvotes (top 19%) · 0 views
Niche: digital history and reference archives · 150 launches, 6 in the last 7 days ▼ -57% · Explore this niche →
Category and tags
- Healthcare
- Search & retrieval
- B2C
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 150 launches in digital history and reference archives →
Could you build this?
Partial While the web interface and search portal (built on Rails/Turbo) are straightforward to build, accurately scraping, deduplicating, disambiguating biomedical entities across 35,000+ academic papers (e.g., distinguishing LSD from Lumpy Skin Disease) requires specialized data pipelines and NER/entity-linking models.
What it would actually take: The system requires an automated ingestion pipeline for PubMed, bioRxiv, and crossref APIs, combined with biomedical Named Entity Recognition (like ScispaCy/BioBERT) and domain-specific ontology mapping (MeSH/UMLS). The critical difficulty is curating and disambiguating ambiguous acronyms across diverse scientific domains and maintaining updated paper metadata. It requires specialized data engineering and biomedical NLP expertise.
Discussion
12 comments analyzed.
Competitors mentioned: Google Scholar, Erowid, Effect Index
Concerns raised: Evidence for psychedelic claims is thin and low-confidence, Psychedelic hype cycle far beyond what science supports, Search results differ for variant Sanskrit/Pali terms
Feature requests: Multi-language search support (Sanskrit, Pali, German, Portuguese), Browsable feed of study-at-a-glance factoids aggregated across corpus, Integration of trip/experience reports from meditation and dreams, Include trip reports alongside academic research
Competitors
Other products that read as similar to this one : 75 launches clear the similarity bar, closest 8 shown.
Attention rank: #11 of 76 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 274 days after the earliest competitor.
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- Bicitv · github · 2026-10-20 · 22 upvotes · similarity 0.43
- Mycodosing.wtf · hn · 2025-12-11 · 5 upvotes · similarity 0.43
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