File-Aware Chatbot
An admin-configurable AI chatbot that answers questions from uploaded files, web links and YouTube videos, with memory across the conversation.
- Python
- LangChain
- Vector DB
- React
Search and question-answering over your internal knowledge, hosted where your data is allowed to live.
Self-hosted or EU-hosted models and vector databases
Access control that respects who can see which document
Source citations on every answer
Evaluation sets to track answer quality over time
A free call to understand the problem, the users and the constraints. You get a written scope and estimate.
A clickable design or working AI proof of concept, usually within two weeks, so you can see it before committing to the full build.
Development in short iterations with a demo at the end of each. You always have a link to the latest version.
We deploy, monitor and hand over documentation — then keep it running on a maintenance plan if you want us to.
An admin-configurable AI chatbot that answers questions from uploaded files, web links and YouTube videos, with memory across the conversation.
Upload documents, pick the sources to use, set tone and length, and get a generated podcast episode — script and audio — in minutes.
What a private RAG system is, when a business needs one, and how we build them so your documents never leave infrastructure you control.
Read articleWhether you run a business or a research group, tell us what you need built, fixed or evaluated. You get a free consultation and a clear written estimate — no obligation.