CLUSTER ANSWERS-CHATBOT-COMPANY · 38 ENTRIES · EARLIEST ENTRY 2026-07-10
AI knowledge-base support chatbots
This cluster is made up of AI chatbots that answer support or employee questions from company documents, cite their sources, and often escalate unresolved queries to human agents. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Traction leaders by activity signal are rag-kb-service, ai-support-chatbot, and kb-rag-assistant, each with 1 star.
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 · 2 hand-coded · 18 unlabelled
Operator · 11 hobby · 2 indie · 7 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.
- 01nimbus0★5 daysliveChatbot that answers questions about product documentation, flags conflicting information, and cites the relevant sources.
- 02ai-support-chatbot1★9 days—Chatbot that answers customer questions only from business documents and supports multiple languages.
- 03kb-rag-assistant1★16 days—hobbyEnterprise knowledge base chatbot that answers questions from company documents and includes source citations.
- 04ScribeMind-AI1★1 moliveChat assistant that answers questions from corporate documents by interpreting text and images.
- 05runbook-copilot0★today—hobbyChat assistant that answers cloud incident-response questions from an organization's runbooks and postmortems for operations teams.
- 06upi_fraud_helpdesk_chatbot0★today—hobbyChatbot that answers UPI fraud and refund questions from official documents, citing sources and refusing off-topic requests.
- 07firm-bot0★20 daysliveChatbot for professional services firms that answers questions from internal documents with citations and keeps data on-premises.
- 08rag-support-bot0★24 days—indieAI customer-support chatbot that answers questions from company documentation and creates tickets for questions it cannot resolve, handing off to a human agent.
- 09AI-support-chatbot0★7 dayslivehand-codedindieCustomer support chatbot trained on business documents and websites that answers with cited sources, captures leads, and hands off to humans.
- 10CHATBOTCXP0★11 days—Chatbot web app that answers customer questions from company manuals and cites referenced pages.
- 11rag-support-chatbot0★12 days—hobbySupport chatbot that answers product questions from an FAQ knowledge base, cites sources, refuses unknown queries, and creates support tickets.
- 12tender-hack-nizhny-novgorod-20260★10 days—hobbyChat assistant for suppliers that answers procurement questions from a knowledge base and routes complex cases to human support operators.
- 13rag-support-assistant0★10 days—hobbySupport chatbot that answers employee questions from indexed company documents and cites source pages.
- 14ai-product-assistant-rag0★7 dayslivehobbyChat assistant that answers product questions from company documentation for sales and customer success teams, using multi-turn tool calls and cited evidence.
- 15ai-customer-support-chatbot0★22 days—hobbyAI chatbot that answers customer support questions from an uploaded document knowledge base and escalates to human support with tickets.
- 16onboardingBuddy0★5 days—Slack bot that answers new hires' questions from company documents in multiple languages, cites sources, and escalates sensitive or unknown queries to humans.
- 17support-bot0★4 days—Customer support chatbot that answers questions from company documents, cites sources, and escalates to human agents when needed.
- 18stripe-docs-assistant0★21 days—hand-codedhobbyRAG chatbot that answers Stripe API questions using official documentation and refuses when unsure.
- 19Brand-chatbot0★2 days—hobbyChatbot that answers questions using a brand's documents, supplies source citations, and declines to answer when the material lacks the information.
- 20hackaton-esprit0★15 days—hobbyChatbot that answers customs questions from official Tunisian regulations with cited sources and lets users book appointments with QR-coded tickets.
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.