AI chatbot on your own documents, with sources by Hannes RappAI chatbot on your own documents, with sources by Hannes Rapp
AI chatbot on your own documents, with sourcesHannes Rapp
Cover image for AI chatbot on your own documents, with sources
A chatbot that answers from YOUR documents, shows where the answer came from, and says when it does not know. For customer support, internal knowledge, or lead qualification on your website.
What you get: your PDFs, wiki, website or product docs turned into a searchable knowledge base; answers with source references your team can verify; German and English out of the box; web widget, WhatsApp, Slack or Teams as channel; a feedback loop that logs bad answers so the knowledge base gets fixed; and a handover for your team.
Experience: a bilingual knowledge chatbot built from scratch in Python (Rasa, FAISS, source citations, feedback loop) as an internal proof of concept at an ERP group, and a two-agent sales assistant in Microsoft Copilot Studio evaluated against a knowledge base of 2,600+ pages for my 2026 bachelor thesis.
Hannes's other services
Cover image for Content pipeline: one episode in, daily clips out
Content pipeline: one episode in, daily clips out$2,500
Cover image for Outreach & inbox autopilot: drafts ready, you say yes
Outreach & inbox autopilot: drafts ready, you say yes$3,500
Starting at$1,200
Duration1 week
Tags
Chatbot Development
Python
RAG
Customer Support Representative
Artificial Intelligence
Service provided by
Hannes Rapp Dresden, Germany
AI chatbot on your own documents, with sourcesHannes Rapp
Starting at$1,200
Duration1 week
Tags
Chatbot Development
Python
RAG
Customer Support Representative
Artificial Intelligence
Cover image for AI chatbot on your own documents, with sources
A chatbot that answers from YOUR documents, shows where the answer came from, and says when it does not know. For customer support, internal knowledge, or lead qualification on your website.
What you get: your PDFs, wiki, website or product docs turned into a searchable knowledge base; answers with source references your team can verify; German and English out of the box; web widget, WhatsApp, Slack or Teams as channel; a feedback loop that logs bad answers so the knowledge base gets fixed; and a handover for your team.
Experience: a bilingual knowledge chatbot built from scratch in Python (Rasa, FAISS, source citations, feedback loop) as an internal proof of concept at an ERP group, and a two-agent sales assistant in Microsoft Copilot Studio evaluated against a knowledge base of 2,600+ pages for my 2026 bachelor thesis.
Hannes's other services
Cover image for Content pipeline: one episode in, daily clips out
Content pipeline: one episode in, daily clips out$2,500
Cover image for Outreach & inbox autopilot: drafts ready, you say yes
Outreach & inbox autopilot: drafts ready, you say yes$3,500
$1,200