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CLUSTER ANSWERS-ASSISTANT-COMPANY · 5 ENTRIES · EARLIEST ENTRY 2025-09-01

Self-hosted document QA assistants

This cluster consists of AI research tools that answer questions exclusively from user-uploaded documents, positioned as private, self-hosted alternatives to closed notebook-style AI products. The dated history shows 4 entries in September 2025 and a single later entry in November 2025, forming a small cluster with a concentrated early month and one trailing addition. Traction is flat across leaders—Test-1, my_test_LM2, and redesigned-invention each show 0 stars, so no product has emerged as a meaningful activity leader.

Entry timeline

ENTRY TIMELINE

SEP 2025: 4NOV 2025: 1
SEP 2025NOV 2025

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 · 5 ai-built

Operator · 5 open source

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 5 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Test-10★6 mo—ai-builtopen sourceAI research tool that answers questions using only documents users upload, providing a self-hosted knowledge assistant for private or company use.
  2. 02my_test_LM20★10 mostale—ai-builtopen sourceWeb app that answers questions using only documents users upload, acting as a private alternative to closed AI research notebook tools.
  3. 03redesigned-invention0★11 mostale—ai-builtopen sourceAI research tool that answers questions using only documents users upload, providing a self-hosted knowledge assistant for private or company use.
  4. 04insightslm10★1 yrabandoned—ai-builtopen sourceAI research tool that answers questions using only documents users upload, providing a self-hosted knowledge assistant for private or company use.
  5. 05Sample0★1 yrabandoned—ai-builtopen sourceAI research tool that answers questions using only documents users upload, providing a self-hosted knowledge assistant for private or company use.

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.