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feat(inference): gate local Ollama models by memory-layer context-window minimum (#2122)

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Co-authored-by: Cyrus Gray <cyrus@tinyhumans.ai>
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sanil-23
2026-05-19 19:40:06 +05:30
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co-authored by Cyrus Gray
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commit 1f98614869
12 changed files with 667 additions and 17 deletions
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docs/TEST-COVERAGE-MATRIX.md
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@@ -124,6 +124,7 @@ Canonical mapping of every product feature to its test source(s). Drives gap-fil
| 3.1.2 | Model Download & Installation | WD | `local-model-runtime.spec.ts` | ✅ | |
| 3.1.3 | Model Version Handling | RU | `src/openhuman/local_ai/model_ids.rs` | ✅ | |
| 3.1.4 | LM Studio Model Discovery | RU+RI | `src/openhuman/local_ai/service/ollama_admin_tests.rs`, `tests/json_rpc_e2e.rs` | ✅ | Uses LM Studio's OpenAI-compatible `/v1/models` surface |
| 3.1.5 | Model Context-Window Requirement Gate | RU+VU | `src/openhuman/inference/local/model_requirements.rs`, `src/openhuman/inference/local/ollama.rs`, `src/openhuman/inference/local/service/ollama_admin_tests.rs`, `app/src/components/settings/panels/local-model/ModelStatusSection.test.tsx` | ✅ | Rejects Ollama models whose native context window is below the memory-layer minimum (`local_ai.model_context_check`) |
### 3.2 Runtime Execution