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CLUSTER ANSWERS-ASSISTANT-CONTENT · 5 ENTRIES · EARLIEST ENTRY 2025-09-03

Self-hosted document research assistants

This cluster consists of self-hosted research assistants that answer questions and summarize content exclusively from a user's uploaded documents, with citation-backed responses. Before the index start, only four dated entries exist, so the cluster's dated history is too thin to read a shape from; it either predates the index or its members are undated. Among the traction leaders, Rag-saas-RetrivoVault leads with 1 star, while Solo-lm and Insight-LM1 each have 0 stars.

Entry timeline

ENTRY TIMELINE

SEP 2025: 4SEP 2026: 1
SEP 2025SEP 2026

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 · 4 ai-built · 1 unlabelled

Operator · 1 indie · 4 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. 01Rag-saas-RetrivoVault1★1 mo—indieIndividual-focused research assistant that answers questions only from a user's own documents with streaming, citation-backed responses.
  2. 02Solo-lm0★1 yrabandoned—ai-builtopen sourceA self-hosted research assistant that answers questions and summarizes content using only the documents a user uploads to it.
  3. 03Insight-LM10★1 yrabandoned—ai-builtopen sourceA self-hosted research assistant that answers questions and summarizes content using only the documents a user uploads to it.
  4. 04insightsLM0★1 yrabandoned—ai-builtopen sourceA self-hosted research assistant that answers questions and summarizes content using only the documents a user uploads to it.
  5. 05insightlm_import0★1 yrabandoned—ai-builtopen sourceA self-hosted research assistant that answers questions and summarizes content using only the documents a user uploads to it.

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.