Missing from initial extras list — required by QwenVLVideoProcessor
at inference time. On CUDA 13 nodes must be installed from the PyTorch
nightly cu130 index to avoid a torch version downgrade:
pip install --index-url https://download.pytorch.org/whl/nightly/cu130 torch torchvision
Discovered during Muninn deployment (2026-05-26).
Add the circuitforge_core.video package implementing the cf-video inference
service managed by cf-orch.
Service endpoints:
GET /health — liveness check; model name + VRAM
POST /caption — dense scene description + timestamped event list
POST /find — temporal grounding of a natural-language event query
Backend hierarchy:
VideoBackend (Protocol)
MarlinBackend — NemoStation/Marlin-2B via transformers>=5.7.0
MockVideoBackend — deterministic stub; no GPU required
Pydantic request/response models enforce parameter bounds at the API
boundary (max_new_tokens ge/le, event min_length=1). Span is serialized
as list[float] | None for JSON compatibility.
MarlinBackend loads eagerly in __init__ so cf-orch's 2-second liveness
poll catches load failures immediately. FORCE_QWENVL_VIDEO_READER env var
defaults to torchcodec (faster than av path) before transformers import.
pyproject.toml extras:
video-marlin — torch, transformers, torchcodec, qwen-vl-utils, av, Pillow
video-service — video-marlin + fastapi + uvicorn
Test coverage: 46 tests across test_mock_backend.py and test_app.py.
All passing without GPU or real video file.
Closes: #71
- LLMRouter.__init__ now accepts a Path | dict; pagepiper ingest scripts
pass a runtime-constructed config dict instead of a temp file
- _check_ollama_model_pulled() preflight on embed(): checks /api/tags once
per backend URL and raises RuntimeError("...Fix: ollama pull <model>")
when the configured embedding model is not pulled; silently skips for
non-Ollama backends (vLLM, etc.) that don't expose /api/tags
- 6 new tests: dict init paths (x2) + preflight scenarios (x4)
- Existing embed tests updated to mock requests.get to avoid live Ollama calls
Five backends: BGE (FlagEmbedding), Qwen3 (generative yes/no logit scorer,
batched forward pass), CrossEncoder (sentence-transformers, covers mxbai-rerank
/ ms-marco / jina), Cohere (BYOK cloud), Remote (HTTP delegate to cf-reranker
service). Mock adapter for tests. 54 tests.
cf-reranker FastAPI service app (port 8011) — cf-orch manages as a process,
defaults to Qwen3-Reranker-0.6B.
make_reranker() auto-detects CF_ORCH_URL and routes to cf-orch cf-reranker
when set — cloud apps (Kiwi, Peregrine, Snipe) get remote Qwen3 reranking
with zero code changes. Local dev falls back to local BGE.
pyproject extras: reranker-bge, reranker-qwen3, reranker-cross-encoder,
reranker-cohere, reranker-service.
Adds circuitforge_core.preferences.currency with get/set_currency_code()
and format_currency(). Priority chain: store → CURRENCY_DEFAULT env → USD.
Formatting uses babel when available; falls back to a 30-currency symbol
table with correct ISO 4217 minor-unit decimal places (0 for JPY, KRW, etc.).
Consumed by Snipe, Kiwi, Peregrine, Crossbill. Bumps to v0.13.0.
12 signal functions covering staleness, repost patterns, salary transparency,
ATS blackhole detection, and enrichment signals. All pure functions — no LLM,
no network, no I/O. trust_score = 1 - sum(triggered weights), clamped to [0,1].
confidence reflects fraction of signals with available evidence.
Salary transparency enforced for CO/CA/NY/WA/IL/MA. ATS blackhole patterns:
Lever, Greenhouse, Workday, iCIMS, Taleo.
83 tests (models, all 12 signals individually, scorer). Bumps to v0.12.0.
Adds make_feedback_router(repo, product, demo_mode_fn) which returns a
FastAPI APIRouter with GET /status and POST / endpoints. Handles Forgejo
label creation/reuse, issue body assembly (including repro steps for bugs),
demo mode gating, and FORGEJO_API_TOKEN presence checks. 12 tests covering
all status/submit paths, mock Forgejo interaction, and body content assertions.
Also adds fastapi>=0.110 and httpx>=0.27 to [dev] optional deps.
BREAKING CHANGE: circuitforge_core.resources is no longer available.
Import CFOrchClient from circuitforge_orch.client instead.
cf-orch CLI entry point is now in the circuitforge-orch package.
Extract generic batch scheduler into circuitforge_core.tasks.scheduler
so any CircuitForge product can use it. Includes VRAM detection via
cf-orch coordinator (cooperative free-VRAM), preflight fallback, and
unlimited fallback; singleton API; full test coverage (12 tests).
- eviction_engine: replace deprecated asyncio.get_event_loop() with
get_running_loop() (Python 3.12 compatibility)
- eviction_engine: remove unused httpx import
- coordinator app: return 422 for unknown node_id instead of silently
falling back to hardcoded localhost URL
- eviction_executor: guard against pid <= 0 to prevent accidental
SIGTERM to process group
- pyproject.toml: move pytest-asyncio to [dev] extras, not [orch]
- profile_registry: document CPU profile exclusion from list_public()
