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CLUSTER ANSWERS-BASE-DOCUMENTS · 21 ENTRIES · EARLIEST ENTRY 2025-06-24

Self-hosted private AI research assistants

This cluster consists of self-hosted AI tools that answer questions strictly from user-uploaded documents, functioning as private research assistants or team knowledge bases. All 11 members were dated before the index start, with entries rising from 2 in November 2025 to 4 in January 2026, then declining to 1 each in March and July 2026. No member shows meaningful traction: the highest-signal members (insights-lm-public-unclean, securedocai, Dee) each have 0 stars. The cluster uniformly emphasizes source-grounded answers and privacy, with no apparent differentiation in collaboration or multimedia support.

Entry timeline

ENTRY TIMELINE

JUN 2025: 3NOV 2025: 3DEC 2025: 2JAN 2026: 4MAR 2026: 1JUL 2026: 2SEP 2026: 4OCT 2026: 2
JUN 2025OCT 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 · 15 ai-built · 5 unlabelled

Operator · 2 hobby · 1 indie · 2 commercial · 10 open source · 5 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Documind_AI4★1 moliveAI document intelligence platform that performs secure local semantic search and citation-based question answering over stored documents, keeping data private.
  2. 02AIassistant0★7 days—hobbySelf-hosted AI assistant that answers questions from a knowledge base with citations, verifiable statistics, chat memory, and task recovery.
  3. 03Contextator0★23 daysliveSelf-hosted server that turns documentation sources into private semantically searchable endpoints for AI agents.
  4. 04cairn0★21 days—Self-hosted report library that turns AI agent answers into searchable, shareable pages with public links and optional passwords.
  5. 05Sovereign-AI-Workbench-Private-RAG-AI-Knowledge-Assistant0★12 days—hobbyPrivate AI knowledge assistant that lets users ask natural-language questions over organization-specific documents and receive context-grounded answers.
  6. 06ntbllm_trd0★28 days—ai-builtSelf-hosted AI research tool that answers questions strictly from user-provided documents for private knowledge bases.
  7. 07insights-lm-public-clean0★2 mo—ai-builtOpen-source AI research tool that answers questions exclusively from user-provided sources for private knowledge-base exploration.
  8. 08insights-lm-public-unclean0★2 mo—ai-builtopen sourceA self-hosted, source-grounded AI research assistant that answers questions from user-provided documents and enables private knowledge management.
  9. 09Dee0★7 mostale—ai-builtopen sourceSelf-hostable AI research tool that answers questions strictly from user-provided source documents, forming a private knowledge base assistant.
  10. 10InsightLM0★7 mostale—ai-builtopen sourceSelf-hostable AI research tool that answers questions using uploaded sources as the only context, similar to a private research assistant.
  11. 11FlowsLM10★8 mostale—ai-builtopen sourceSelf-hosted AI research tool that answers questions using only a user's uploaded documents, offering a private alternative to closed knowledge assistants.
  12. 12BoracPM_temp0★9 mostale—ai-builtopen sourceSelf-hosted AI research tool that answers questions strictly from user-provided documents, serving as a private knowledge-base assistant for organizations.
  13. 13Veda-Insights-SDG40★9 mostale—ai-builtopen sourceSelf-hostable AI notebook tool that grounds answers exclusively in user-uploaded documents for private research and knowledge management.
  14. 14sterolm0★9 mostale—ai-builtopen sourceSelf-hostable AI research tool that answers questions using only the documents a user uploads to build a private knowledge base.
  15. 15Insight-LLM-20★10 mostale—ai-builtopen sourceSelf-hostable AI research tool that answers questions using uploaded sources as the only context, similar to a private research assistant.
  16. 16JRNexus0★10 mostale—ai-builtopen sourceSelf-hosted research assistant that grounds answers exclusively in user-provided documents to serve as a private team knowledge base tool.
  17. 17insigthsLM-test0★10 mostale—ai-builtopen sourceSelf-hosted research assistant that answers questions grounded only in a user's uploaded documents to explore a private knowledge base.
  18. 18insights-lm0★11 mostale—ai-builtcommercialOpen-source AI research assistant that answers questions exclusively from user-provided sources for a private knowledge base.
  19. 19insights-lm-import0★1 yrstale—ai-builtcommercialSelf-hosted AI research tool that answers questions exclusively from user-provided sources for private knowledge retrieval.
  20. 20Insights-DWS0★1 yrabandoned—ai-builtindieSelf-hostable open-source AI research tool that grounds answers in user-provided sources, enabling private knowledge management without coding.

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.