CLUSTER ANSWERS-CHAT-DOCUMENTS · 38 ENTRIES · EARLIEST ENTRY 2026-08-10
Document chat & RAG Q&A
This cluster consists of 29 similar products that answer questions by retrieving information from user-uploaded documents or domain-specific knowledge bases, typically using retrieval-augmented generation and semantic or vector search. Their pre-index dated history is sparse and irregular: one entry in March 2023, then a gap until October 2025, followed by occasional monthly entries through June 2026, showing no clear growth pattern. Traction leaders are ResearchAI-MultiAgent with 3 stars, while cloudflare and RAG-Chatbot have 0 stars.
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 · 3 ai-built · 2 hand-coded · 13 unlabelled
Operator · 7 hobby · 1 commercial · 10 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 18 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 21northstar-ai0★1 mo—hobbyAI chat platform that answers questions from uploaded documents and retains conversation history.
- 22Dual-Mode-Agentic-RAG-Chatbot0★29 days—hobbyEnterprise AI chatbot that answers questions by retrieving relevant information from documents and structured databases.
- 23rag-chat-app0★1 mo—AI-powered chat app that answers questions by retrieving relevant information from documents using retrieval-augmented generation.
- 24asistente-jnj0★1 mo—hand-codedhobbyChat assistant that answers questions by retrieving from PDFs and a database using vector search and OpenAI.
- 25Documind0★1 mo—hobbyAI platform that lets users upload documents and ask questions to retrieve relevant information via chat.
- 26DocuMind-AI0★1 molivehand-codedConversational chat assistant that answers user questions by searching and retrieving relevant passages from a stored collection of documents.
- 27memora-ai0★1 mo—AI app that answers questions from uploaded documents using retrieval search and chat.
- 28askai-saas0★8 mostalelivehobbyAI chat application that answers questions and analyzes uploaded images, PDFs, and text documents through conversational, context-aware interactions.
- 29second-brain-rag1★7 mostale—Personal AI assistant that answers questions exclusively from user-uploaded documents, with hybrid semantic search and chat history.
- 30lexiPlan0★5 moliveSaaS platform that extracts structured intelligence from uploaded legal documents and answers questions through retrieval-augmented AI chat for teams.
- 31ADIRI-RAG0★4 mo—Web application that ingests documents, enables chat over them with hybrid search and sub-agents, and provides AI-generated answers.
- 32orion-seek-synthesize0★11 mostale—hobbyAI app that delivers real-time search and chat answers synthesized from web sources for research and general queries.
- 33Talk2book0★1 yrabandoned—ai-builtAI app that lets users hold a conversational Q&A session with the contents of an uploaded book.
- 34AI RAG0★unknownliveAI chat app that answers questions by retrieving relevant information from connected documents.
- 35AI Bankruptcy Interviewer0★unknownliveai-builtAI chat application that interviews users to collect information needed for filing bankruptcy paperwork.
- 36DocChat AI — Chat With Any Document Instantly0★unknownlivecommercialAI chat application that lets users upload documents in multiple formats and ask questions to get instant answers extracted from their content.
- 37AI Document Chat0★unknownliveAI document chat tool that allows users to ask questions and get answers from uploaded documents.
- 38Chatbot Search Engine0★unknownliveai-builthobbyChat-based search application that returns AI-generated answers and results for user queries.
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.