01
Context
Explore a conversational avatar while reducing dependency on external APIs.
02
Problem
Hosted solutions can add recurring costs and external dependencies.
03
Solution
Containerized deployment of a conversational engine and local LLM on an ARM VM.
04
Key lesson
Compute constraints should be measured early when sizing a real-time demo.