Nicheloom visitors: 12,364 all-time · 7,526 in the last 7 days

The opportunity tracker for new startups.

Today: 970 launchs · Niche of the day: niche social and lifestyle utilities · See full report →

research-evidence-analyst

An evidence-grounded RAG research assistant that combines semantic search, BM25 keyword retrieval, Reciprocal Rank Fusion, and cross-encoder reranking to answer questions from research papers with PDF page citations and evidence sufficiency checks.

Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.

This is 1 of 163 launches in search infrastructure and machine learning libraries — see how it stacks up on momentum and crowding →

383 other launches read as similar to this one →

Details

External ID
1415154364
Source
GITHUB
Company
—
Product
research-evidence-analyst
Website domain
github.com
Launched
Oct. 12, 2026
Cohort
—
Upvotes
10
Upvotes percentile
0.09
Tags
—

Enrichment

Niche
search infrastructure and machine learning libraries
Vertical
Horizontal
Function
Agent / copilot
Audience
Prosumer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
rag research assistant for academic papers
Manually corrected
False

Competitors

Other products that read as similar to this one — 383 launches clear the similarity bar, closest 8 shown.

Attention rank: #333 of 384 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 347 days after the earliest competitor.

Other launches for this product