Answers "can this hardware run model X at quantization level Y?" by
querying the HuggingFace Hub API for parameter count (safetensors) and
architecture (config.json), then applying the standard VRAM formula:
weights + KV cache (GQA-aware) + overhead. Reference algorithm from
LLMcalc (no code copied, unlicensed upstream).
Bump to 0.22.0.
Closes: #64
- circuitforge_core.signal_bus: SignalBus/SignalEvent generic pub-sub over
Server-Sent Events for real-time signal streams (thread-safe publish,
bounded per-subscriber queues with drop-oldest overflow, keepalive).
New `signal-bus` extra.
- circuitforge_core.video.app: POST /caption/upload accepts a multipart
video file for callers without filesystem access to the video-service
node; added test coverage. video-service extra now pulls in
python-multipart, required by UploadFile parsing.
- docs: mkdocs.yml blue-grey/cyan palette now wired to a central
docs/stylesheets/theme.css for consistent theme-aware styling.
- Bump to 0.22.0; update README module table/install line and CHANGELOG.
Closes: #58
text.md: add LLM inference service section with three-path decision
table (GGUF/transformers/VLM mmproj/classifier), multimodal content-
block API, mock mode, CF_TEXT_URL wiring.
video.md: new file covering Marlin-2B service, server-local video_path
callout, CUDA 13 nightly path, trust_remote_code note, MIT/BSL boundary
(current wrapper is MIT; special sauce pipelines go in separate BSL
module, not cf-core).
mqtt.md: new file covering broker vs serial decision tree, MQTTClient
usage, TopicRouter.matches() NotImplementedError with workaround, install
extras.
Add twine upload step to release workflow so circuitforge-core lands on
both public PyPI and the Circuit-Forge Forgejo Packages index
(--extra-index-url for cf-orch installs). Reuses FORGEJO_PYPI_TOKEN for
the release creation step. Update installation.md to document editable
install pattern and optional extras.
Add circuitforge_core.memory module: MemoryClient wraps the mnemo HTTP sidecar
for entity / relation storage. All operations no-op gracefully when sidecar is
unavailable so products can import unconditionally. Adds optional [memory]
extras entry in pyproject.toml (mnemo-sdk>=0.1.0).
