6.8. LLM Provider Flow

Ollama, LiteLLM, cloud passthroughs, Open WebUI, backend, MCP/tool access, and trace hooks.

1. Diagram

Open the full-size diagram.

2. Notes

Disabling a cloud provider in .env doesn't error — the model resolver silently produces zero catalog entries for it. Ollama models get two aliases (ollama/<name> and the bare name); either works. Tracing observes requests out-of-band and isn't part of the inference call path, so a tracing-backend outage doesn't affect completions.

3. Source Files

• services/litellm/service.yml
• services/litellm/models.yaml
• services/ollama/service.yml