Client Chatbot
Secure document-grounded assistant with cost auditing
A document-grounded chat assistant reached through encrypted, time-limited URL tokens. Users select authoritative source files and get Markdown-rendered answers constrained to that material — while IP-restricted admin surfaces manage the files and every exchange is logged with token counts and computed cost.
AI inside: a file-context retrieval pattern where the selected documents are injected directly into the prompt, so the model answers strictly from the approved material and cites which file each answer came from — with per-message cost tracking for billing visibility.