Tag: open webui

A practical guide to running MCP servers locally, choosing affordable clients, and deploying private open models with Cloud Run, Ollama, and Open WebUI.

Outcome: Separated local agent tool access from private model serving, then defined a safer setup for MCP clients, local servers, and Cloud Run GPU sidecars.

A practical deployment guide for running Ollama behind Open WebUI on Cloud Run GPUs without mixing service specs, model storage modes, sidecar startup order, or auth assumptions.

Outcome: Clarified Cloud Run GPU sidecar deployment choices so model storage, service YAML, startup ordering, authentication, and billing constraints are explicit before launch.