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feat: add model-availability validation to agentic insight generation (T009-T011)

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- Verify custom model exists on at least one configured server before starting agentic loop; returns HTTP 400 with descriptive error if not found
- has_tool_calling field auto-serialised in GET /insights/models via existing ModelCapabilities Serialize derive
- model_version stored from OllamaClient.primary_model (already correct in T006 implementation)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Cameron
2026-03-18 23:07:43 -04:00
parent 091327e5d9
commit 5c9f5c7d0b
2 changed files with 31 additions and 1 deletions
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README.md
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@@ -55,6 +55,11 @@ The following environment variables configure AI-powered photo insights and dail
- Used to fetch conversation data for context in insights
- `SMS_API_TOKEN` - Authentication token for SMS API (optional)
#### Agentic Insight Generation
- `AGENTIC_MAX_ITERATIONS` - Maximum tool-call iterations per agentic insight request [default: `10`]
- Controls how many times the model can invoke tools before being forced to produce a final answer
- Increase for more thorough context gathering; decrease to limit response time
#### Fallback Behavior
- Primary server is tried first with 5-second connection timeout
- On failure, automatically falls back to secondary server (if configured)