Architect & Builder · VoicePath
AI-Enhanced Document Chatbot
Turned dense, unsearchable documents into conversational interfaces with transparent retrieval — citations included, hallucinations bounded.
- OpenAI GPT-4
- Vector Database
- RAG
- Python
AI-Enhanced Document Chatbot
Most “chat with your PDF” tools are toys. This one was built for people who actually work with contracts, grants, and research — where being wrong has consequences.
GPT-4 handles the reasoning. A vector database handles the retrieval. Citations make the answers auditable. It is the kind of tool you can point a lawyer or grant officer at without holding your breath.
The flywheel
This build became a lesson.
Every system Marlon ships turns into teachable patterns — in keynotes, workshops, and executive sessions. Want the lessons from this one, live?