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CLUSTER CHAT-QUESTIONS-ANSWERS · 8 ENTRIES · EARLIEST ENTRY 2025-12-02

AI file-analysis chat apps

This cluster consists of AI chat applications that answer questions about uploaded files and visual content, with some supporting voice input, streaming responses, or report generation. The dated history before the index start is sparse and irregular—two entries in April 2025, then single entries in December 2025, January 2026, and July 2026—offering no clear trend. The most active member by stars is cursor-view with 130 stars, while the others show no traction.

Entry timeline

ENTRY TIMELINE

DEC 2025: 1AUG 2026: 2SEP 2026: 4OCT 2026: 1
DEC 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 · 2 ai-built · 6 unlabelled

Operator · 1 hobby · 1 indie · 6 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 8 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01enterprise-multi-agent-rag-documentation0★22 days—hobbyAI chat application that answers questions from company documents and provides executive dashboards with analytics.
  2. 02NovaAI0★10 days—indieAI chat app that provides conversational answers, stores chat history, and offers file uploads and voice input through subscription tiers.
  3. 03data_assistant0★1 mo—AI chat assistant that analyzes uploaded data files and images, generates charts, and produces DOCX reports and summaries.
  4. 04datahub-buddy0★2 mo—ai-builtAn AI chat assistant that reads and answers questions about DataHub metadata.
  5. 05excelchat-ai0★10 mostaleliveai-builtAI chat app that answers questions and analyzes data directly from uploaded spreadsheet files.
  6. 06AiSheets - Leverage the brilliance of ChatGPT within Google Sheets0★unknownliveAI tool that brings ChatGPT capabilities to Google Sheets for automated data processing and analysis.
  7. 07Humata: ChatGPT for Your Data Files0★unknownliveAI chat app that answers questions about uploaded files and extracts insights from data.
  8. 08Humata: ChatGPT for Your Data Files0★unknownliveAI chat app that answers questions about uploaded files and extracts insights from data.

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.