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CLUSTER ANSWERS-AUGMENTED-GENERATION · 19 ENTRIES · EARLIEST ENTRY 2026-06-12

RAG documentation Q&A chatbots

The cluster consists of chatbots that use retrieval-augmented generation to answer questions from specific documentation sets, such as Slack-integrated customer support, Stripe docs, and People & Culture handbooks. The dated history is too thin to read a shape from; only four dated entries exist before the index start, so the cluster predates the index or its members are undated. Among members, Documind shows the highest traction signal with 1 star, though all are early-stage.

Entry timeline

ENTRY TIMELINE

JUL 2025: 1JUN 2026: 3AUG 2026: 7SEP 2026: 4OCT 2026: 4
JUL 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 · 1 ai-built · 4 hand-coded · 14 unlabelled

Operator · 5 hobby · 1 commercial · 13 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 19 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Documind1★24 days—Documentation chatbot that uses retrieval-augmented generation to answer natural language questions from crawled developer docs with citations.
  2. 02ai-customer-support-bot0★2 days—Slack chatbot that answers customer support questions from documentation using retrieval-augmented generation.
  3. 03onboardingBuddy0★7 days—Slack bot that answers new hires' questions from company documents in multiple languages, cites sources, and escalates sensitive or unknown queries to humans.
  4. 04stripe-docs-assistant0★23 days—hand-codedhobbyRAG chatbot that answers Stripe API questions using official documentation and refuses when unsure.
  5. 05bankbuddy-chatbot0★4 daysliveChatbot that answers banking frequently asked questions using semantic search and retrieval-augmented generation, with PII protection.
  6. 06magia-vander-bot3★1 mo—Discord bot that answers game questions using retrieval augmented generation, helping gamers find information quickly.
  7. 07Enterprise-IT-Support-Agentic-RAG-Copilot0★5 days—Chatbot that resolves enterprise IT support requests from internal knowledge bases using agentic retrieval-augmented generation.
  8. 08AskFriscoRAG0★1 mo—Question-answering bot that uses retrieval augmented generation to provide information about Frisco.
  9. 09telegram-rag-assistant1★1 mo—hobbyPersonal Telegram assistant that answers questions using retrieval-augmented generation.
  10. 10Hitpoint_chatbot1★1 mo—Chatbot that answers questions about trading content from Hitpoint.live using retrieval-augmented generation with a pedagogical persona.
  11. 11stripe-rag-assistant0★1 moliveChat bot that answers questions about Stripe documentation using retrieval-augmented generation.
  12. 12helpie---AI-discord-bot0★1 mo—hobbyAI Discord bot that answers questions from local knowledge bases using retrieval and generation models.
  13. 13n8n-rag-support-assistant0★1 mo—hand-codedcommercialChatbot that answers customer questions using a knowledge base of FAQs and policies through retrieval-augmented generation.
  14. 14RAG-Chatbot-Finance-0★1 mo—A chatbot that answers finance questions using retrieval-augmented generation.
  15. 15RagChatbot_Frontend3★4 moliveai-builtChatbot frontend that uses retrieval-augmented generation to answer questions, deployed via Lovable.
  16. 16Ai-Chatbot-with-Supabase-0★2 mo—hand-codedAn AI chatbot application that uses retrieval-augmented generation with local vector storage and flexible LLM providers.
  17. 17pnc-slackbot0★4 mo—hand-codedhobbySlack chatbot that answers questions about a company's People & Culture handbook using retrieval-augmented generation.
  18. 18boardgame_rule_buddy_ai0★1 yrabandonedlivehobbyAI chatbot that answers detailed board game rule questions using retrieval-augmented search over rulebooks.
  19. 19Chatter0★unknownliveChatbot using retrieval-augmented generation with MongoDB and OpenAI.

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.