CLUSTER ASSISTANT-AUGMENTED-GENERATION · 21 ENTRIES · EARLIEST ENTRY 2026-08-13
RAG document Q&A assistants
This cluster consists of AI assistants that use retrieval-augmented generation to answer questions from academic papers, administrative documents, or study materials. The dated history before the index start shows a sporadic pattern: single entries in March and September 2025, two in February 2026, and one each in June and July 2026, with no sustained upward trend. Traction is led by Intelligent-Research-Paper-Assistant and agentic-rag-assistant, both at 3 stars, while document-brain has 0 stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 1 unlabelled
Operator · 1 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 1 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 21FinanceBro0★1 yrabandoned—Finance AI agent that answers questions using retrieval-augmented generation for accurate information.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.