CLUSTER ASK-ASSISTANT-DOCUMENT · 48 ENTRIES · EARLIEST ENTRY 2026-08-11
AI document Q&A assistants
This cluster consists of AI document assistants that let users upload files (often PDFs) and ask natural-language questions, with answers grounded via retrieval and source references. Entries before the index start were sparse and irregular, appearing in seven different months from January 2025 to July 2026, with July 2026 having two entries. ollmo leads traction with 17 stars, followed by smart-city-gigahack2026 and ai-knowledge-workflow-assistant at 2 stars each.
Entry timeline
ENTRY TIMELINE
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 · 1 ai-built · 5 hand-coded · 14 unlabelled
Operator · 11 hobby · 3 indie · 1 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.
- 21DocChat-Agentic-RAG-Document-Assistant0★1 day—hobbyDocument assistant that lets users upload files and ask questions, using AI retrieval with automatic verification to ground answers in the source material.
- 22inkwell0★12 days—hobbyDocument parsing studio that uploads files to an AI parsing service and keeps a searchable history of past parse results.
- 23DocAgent0★10 days—hobbyDocument assistant that answers questions about uploaded files by retrieving evidence, reranking results, and using agent tools.
- 24AI_Document_Search0★3 days—AI application that searches documents and answers questions from their contents for users.
- 25ContextCore0★14 days—AI document intelligence platform that lets users upload files and ask questions with cited answers.
- 26DocuMind-AI1★2 molivehobbyAI document assistant that turns uploaded files into searchable knowledge so users can ask questions and receive relevant answers.
- 27permission-aware-ai-agent0★29 days—AI assistant that answers questions from uploaded documents while restricting results to only the files each user is permitted to access.
- 28career-ai-assistant0★1 mo—hand-codedhobbyAI career assistant that uploads PDFs, extracts text, and answers questions using semantic search and generative AI.
- 29docsflow2★2 moliveindieSaaS platform that lets teams upload documents and query them through AI-powered search with source-attributed answers.
- 30local-rag-agent1★1 mo—Local AI agent that retrieves information from personal documents to answer questions.
- 31sift0★25 days—Local-first document assistant that answers questions with cited passages, maps topics, and detects contradictions across documents.
- 32DocuMind-AI0★1 mo—ai-builtindieA document chat and Q&A tool that uses AI to let users upload documents and ask questions against them.
- 33Document-Intelligence0★1 mo—hand-codedindieA document intelligence platform that lets users upload files, ask questions, and get cited answers across PDFs, images, and Office docs via OCR, vector search, and LLMs.
- 34MyBookAI0★2 molivehobbyPersonal AI library that lets users upload books, stores them permanently, and answers questions from the content with page references.
- 35RAG0★1 mo—hand-codedhobbyDocument retrieval platform that uploads files and answers natural language questions using AI summarization.
- 36gorae0★2 moliveopen sourceTerminal-based knowledge base that indexes PDFs, EPUBs, and Markdown documents and provides an AI assistant for querying them.
- 37enterprise-ai0★1 mo—hand-codedhobbyA full-stack document assistant that lets users upload PDFs and ask natural-language questions with AI-generated answers.
- 38documind0★1 molivehobbyOnline document assistant that answers questions from uploaded files, splitting complex queries into sub-questions and verifying answers against the source documents.
- 39docupulse-ai0★1 mo—hobbyDocument assistant that lets users upload PDFs and ask context-aware questions answered through semantic search over the uploaded content.
- 40RAG-Project0★1 mo—hand-codedhobbyAI tutor that answers data structure and algorithm questions using RAG from uploaded PDFs.
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.