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CLUSTER ANSWERS-BASES-BUSINESS · 3 ENTRIES · EARLIEST ENTRY 2025-06-22

Self-hosted source-grounded AI research tools

This cluster consists of open-source AI research tools that answer questions exclusively from user-provided sources and support self-hosting for private or business knowledge bases. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are insightslmimport, thynkr, and insightsLM, each with zero stars, indicating minimal early activity.

Entry timeline

ENTRY TIMELINE

JUN 2025: 3
JUN 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 · 3 ai-built

Operator · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 3 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01insightslmimport0★1 yrabandoned—ai-builtOpen-source AI research tool that answers questions only from user-provided sources and can be self-hosted for private or business knowledge bases.
  2. 02thynkr0★1 yrabandoned—ai-builtOpen-source AI research tool that answers questions only from user-provided sources and can be self-hosted for private or business knowledge bases.
  3. 03insightsLM0★1 yrabandoned—ai-builtOpen-source AI research tool that answers questions only from user-provided sources and can be self-hosted for private or business knowledge bases.

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.