Svrnty
f6e09dbff2
feat(svrnty-vision): Phase 4b complete — full impl + e2e test suite
...
- palette.py + rembg.py: implement from stubs (Pillow median-cut + rembg u2net)
- vlm.py: rename Spark2→steev (Strix Halo / Ollama); bump max_tokens 1024→4096
(qwen3-vl:32b thinking mode consumes budget tokens — 4096 min for valid output)
- settings.py: rename spark2_vlm_*/spark1_flux_* → vlm_*/flux_*; real defaults
(steev 100.88.167.87:11434 Ollama, gx10 100.90.100.10:8188 ComfyUI)
- tests/: conftest.py + test_palette.py + test_rembg.py + test_integration_e2e.py
(28 unit + 10 integration; 38/38 passing — VLM raw/polished/ugc + FLUX render)
- CLAUDE.md: rewrite to accurate phase status + infra + layout
- requirements.txt + pyproject.toml: add Pillow, rembg, pytest-asyncio deps
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-25 06:44:21 -04:00
Svrnty
e810c72ffa
feat: port VLM + FLUX from BTE (Phase 4b)
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VLM router (POST /vlm/analyze):
- Proxies to Spark 2 (Qwen3-VL via vLLM, OpenAI-compatible /v1/chat/completions)
- Port of BTE Svrnty.Bte.Domain/Features/AssetContext/OpenAiVlmClient.cs
+ VlmRubric.cs (rubric prompt builder + score parser)
- Anthropic dialect intentionally dropped — sovereign-only
- New rubric_mode="raw" passes brand_context through verbatim so BTE
ExtractBrandSaga / ImageSetSourceReader (extraction-style prompts that
expect their own JSON schema) get unwrapped JSON back without losing
the score-axis path
FLUX router (POST /flux/render):
- Proxies to Spark 1 (FLUX.2-dev on ComfyUI; /prompt + /history poll + /view)
- Port of SparkBComfyClient.cs + LocalFluxImageProvider.cs + StopgapFluxWorkflow.cs
- Accepts a pre-assembled workflow_json (BTE IRecipeAssembler emits one)
or builds the stopgap FLUX.2 graph from prompt + dims
Tests (pytest):
- test_vlm_parse.py — rubric prompt + score parse, 502 on Spark-down, mocked round-trip
- test_flux_workflow.py — stopgap graph shape, seed variance/determinism, 502 on Spark-down
- test_healthz.py updated (palette/rembg still 4a stubs)
16 pytest tests green.
Smoke (no Spark reachable):
- GET /healthz → 200 {"status":"ok"}
- POST /vlm/analyze → 502 "Spark 2 unreachable" (clear error)
- POST /flux/render → 502 "Spark 1 unreachable" (clear error)
Per BTE refactor audit §3 V — vision capabilities extracted from BTE to the
sovereign vision gateway. Phase 4c (delete-from-BTE) + Phase 4d (HTTP adapter)
follow in BTE.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 14:05:19 -04:00
Svrnty
2a90c3f884
feat: initial scaffold — FastAPI shell + stub vision routers
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Phase 4a of the BTE refactor (audit 2026-05-24 §3 V). svrnty-vision is a
sovereign HTTP gateway in front of four vision capabilities — VLM (Spark 2
Qwen3-VL), FLUX image gen (Spark 1 ComfyUI), palette extraction, and
background removal. This commit lays only the scaffold: FastAPI app,
/healthz, four 501-stub routers, pydantic-settings config, pytest smoke.
Real implementations land in Phase 4b. BTE code is untouched in 4a.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 13:25:57 -04:00
