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
AI features added to the product you already have: smart search, drafting, extraction and agents that call your APIs.
OpenAI, Anthropic, open-source and local model support
Structured data extraction from documents and forms
Agentic workflows that use your existing APIs
Cost and latency monitoring
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.