# Changelog

## Unreleased

## 0.3.26 - 2026-06-13

- AbstractCore plugin surface: expose `list_provider_adapters(...)` plus first-class batch methods for `t2i`, `i2i`, `t2v`, and `i2v`, keeping stacked LoRA adapters, explicit seed planning, and route-specific video controls on the same typed boundary used by direct `VisionManager` callers.
- AbstractCore tool helpers: bring `make_vision_tools(...)` up to the same contract with adapter discovery, stacked LoRA adapters, batch helpers, and multi-reference image-edit inputs.
- Core-hosted proof: expand regression coverage so the plugin contract is explicitly validated for installed-adapter discovery, image batch seed expansion, and video batch forwarding.
- Packaging docs: clarify that `abstractvision[local]` covers the Diffusers + `sdcpp` runtime stack, while MLX-Gen stays explicit through `abstractvision[mlx-gen]` or the aggregate `all` / `all-apple` profiles.

## 0.3.25 - 2026-06-13

- Provider discovery: fix SeedVR2 local prepared-folder discovery for bare local folder names such as `seedvr2-7b-8bit` and `seedvr2-7b-4bit`, so clean environments surface both exact local upscaler variants without relying on a populated Hugging Face cache.

## 0.3.24 - 2026-06-13

- Provider discovery: fix SeedVR2 local prepared-folder discovery so `AbstractFramework/seedvr2-7b-8bit` and `AbstractFramework/seedvr2-7b-4bit` both surface correctly from a configured local model directory even when no Hugging Face cache is available, while keeping the canonical base alias aligned with the preferred local variant.

## 0.3.23 - 2026-06-13

- Runtime dependency: raise the MLX-Gen optional runtime floor to `mlx-gen>=0.18.18,<0.19.0` and expose the same upstream install surface that now includes Linux/CUDA markers in addition to Apple Silicon.
- Shared LoRA contract: add `LoRAAdapterSpec` plus typed `lora_adapters` request fields across `ImageGenerationRequest`, `ImageEditRequest`, `VideoGenerationRequest`, and `ImageToVideoRequest`.
- MLX-Gen integration: route typed LoRA adapters through local `t2i`, `i2i`, `t2v`, and `i2v`, keep backend-default adapters as a separate config path, and preserve adapter provenance in generated metadata.
- CLI/Core integration: add first-class repeated `--lora*` flags for one-shot MLX-Gen image/video commands and forward `lora_adapters` plus typed `guidance_2` through the AbstractCore plugin surface.
- Provider discovery: surface MLX-Gen route-level LoRA truth (`supports_lora`, `lora_status`, `lora_target_roles`, `lora_validation_profile`) through catalog/provider-model discovery instead of duplicating compatibility truth in the packaged registry.
- Batch generation: add and document first-class batch orchestration through `VisionManager.generate_image_batch(...)`, `edit_image_batch(...)`, `generate_video_batch(...)`, `image_to_video_batch(...)`, plus CLI `--count` / `--seeds`.
- Adapter inventory hygiene: add route-aware installed-adapter discovery through `abstractvision adapters ...` / `VisionManager.list_provider_adapters(...)` and filter full-model component snapshots out of that inventory so only optional overlays are surfaced as adapters.
- Wan video validation: reject undersized TI2V-5B requests below `832x480` / `480x832` in the MLX-Gen backend boundary and publish only validated `832x480` TI2V and `480x240` task-specific Wan A14B proof assets.
- Docs/tests: add a bundled MLX-Gen proof page with current batch image/video runs, stacked-adapter image-edit evidence, validated TI2V-5B and Wan A14B visual proofs, progress logs, provider-adapter discovery evidence, and expanded regression coverage for exact Qwen edit routing, CLI propagation, plugin propagation, Diffusers compatibility bridging, adapter inventory filtering, and packaging markers.

## 0.3.22 - 2026-06-07

- Runtime dependency: raise the MLX-Gen optional runtime floor to `mlx-gen>=0.18.14,<0.19.0` so Apple Silicon installs pick up SeedVR2 large-output VAE decode stability, official base-model support, canonical q8/q4 packages, and the latest image-edit fixes.
- Image upscaling: add first-class `ImageUpscaleRequest`, `VisionManager.upscale_image(...)`, backend `upscale_image_with_progress(...)`, and canonical `image_upscale` capability metadata.
- MLX-Gen SeedVR2: surface official `ByteDance-Seed/SeedVR2-3B` and `ByteDance-Seed/SeedVR2-7B` base models plus canonical `AbstractFramework/seedvr2-{3b,7b}-{8bit,4bit}` packages. Short selectors such as `seedvr2-3b` resolve to the recommended 8-bit package, while exact q4/q8 model ids remain exact.
- CLI/Core integration: add one-shot `abstractvision upscale` with default `mlx-gen/AbstractFramework/seedvr2-3b-8bit`, AbstractCore plugin tool support, and residency/catalog support for upscaler-only models.
- Progress events: relay SeedVR2 denoise-step progress through the same normalized progress event surface used by image/video generation, with `task="image_upscale"`.

## 0.3.21 - 2026-06-04

- Wan A14B guidance controls: promote MLX-Gen `guidance_2` to a first-class `VideoGenerationRequest` / `ImageToVideoRequest` field, CLI `--guidance-2` flag, REPL flag, playground job parameter, and AbstractCore tool parameter.
- Model registry: declare `guidance_2` defaults for Wan 2.2 A14B text-to-video and image-to-video tasks so discovery, tool defaults, and provider catalogs agree.
- OpenAI-compatible video: forward typed `guidance_2` to custom text-to-video and image-to-video endpoints that support the Wan-style two-stage guidance contract.

## 0.3.20 - 2026-06-04

- Runtime dependency: raise the MLX-Gen optional runtime floor to `mlx-gen>=0.18.10,<0.19.0` so Apple Silicon installs pick up the current capability planner, shared image/video progress events, and multi-reference edit routing.
- MLX-Gen progress: surface image generation and image edit progress through backend `*_with_progress(...)`, Python/Core `on_progress(event)` callbacks, and opt-in one-shot CLI `--progress` flags while preserving video progress availability for shell, Python, and AbstractCore callers.
- MLX-Gen progress semantics: align normalized video progress, the CLI display, and backend progress-bar callbacks with MLX-Gen denoise-step progress while retaining video frame counters as contextual event fields.
- MLX-Gen multi-reference edits: allow FLUX.2 and Qwen Image Edit requests to pass additional reference images through `extra.reference_images` / CLI `--reference-image`, and mark the supported model task metadata accordingly.
- Docs/tests: document image/edit/video progress across CLI, Python, and AbstractCore plugin calls; add propagation coverage for manager, CLI, plugin, Flux.2 multi-reference edit paths, and MLX-Gen denoise-step video progress normalization.
- Examples: add a bundled MLX-Gen local example gallery with copy-paste image/edit/video commands, generated PNG/MP4 outputs, contact sheet, manifest, and AbstractCore plugin progress-event capture.

## 0.3.19 - 2026-06-03

- Docs: clarify MLX-Gen `0.18.8` setup, Wan 2.2 A14B text-to-video/image-to-video usage, and generated-media configuration references.
- AI-readable docs: refresh `llms.txt` and `llms-full.txt` for the current AbstractVision Apple profile and video model surface.

## 0.3.18 - 2026-05-31

- Runtime dependency: raise the MLX-Gen optional runtime floor to `mlx-gen>=0.18.8,<0.19.0` so Apple Silicon installs pick up Wan 2.2 A14B text-to-video and image-to-video support.
- Wan A14B catalog: expose `Wan-AI/Wan2.2-T2V-A14B-Diffusers` and `Wan-AI/Wan2.2-I2V-A14B-Diffusers` through the canonical `mlx-gen` provider with task-specific defaults and capability metadata.
- Core propagation: prepare AbstractVision `0.3.18` so AbstractCore can depend on the corrected MLX-Gen runtime contract.

## 0.3.17 - 2026-05-29

- Docs: update the docs-site favicon and add an embedded text-to-video example carousel (5s MP4) to `docs/getting-started.md`.
- Runtime dependency: raise the MLX-Gen optional runtime floor to `mlx-gen>=0.18.7,<0.19.0` so Apple Silicon installs pick up the latest Wan video/model fixes.
- Core propagation: prepare the next AbstractVision package version (`0.3.17`) so AbstractCore can depend on the corrected MLX-Gen runtime contract.

## 0.3.16 - 2026-05-26

- MLX-Gen video progress: surface Wan `text_to_video` / `image_to_video` progress events through one-shot `abstractvision t2v` / `i2v`, interactive `/t2v` / `/i2v`, and Python/Core `on_progress(event)` callbacks.
- Backend API: add normalized `VideoProgressEvent` objects with phase, frame, total frame, step, total step, and progress fields while preserving backend `*_with_progress(...)` two-argument callbacks for generic progress bars.
- Capability filtering: keep Diffusers task support aligned with backend-specific registry requirements so MLX-Gen-only edit paths do not leak into Diffusers capability reports.
- AbstractCore integration: forward `on_progress` through plugin `t2v` / `i2v` requests so gateway/runtime callers can observe local MLX-Gen video runs without hardcoded backend plumbing.
- Docs/tests: document video progress usage across shell, REPL, Python, and AbstractCore examples; expand regression coverage for MLX-Gen progress bridging and quiet CLI flags.

## 0.3.15 - 2026-05-26

- CLI compatibility: canonicalize legacy `mflux/<model>` model prefixes to the `mlx-gen` runtime path for one-shot commands, matching `--provider mflux` and canonical `--provider mlx-gen` behavior.
- Tests: add one-shot `t2i`/`i2i` coverage proving the legacy `mflux` alias routes through the MLX-Gen backend without changing catalog/provider identity.

## 0.3.14 - 2026-05-26

- MLX-Gen migration: switch the Apple Silicon image runtime dependency to `mlx-gen`, expose `mlx-gen` as the canonical provider/engine, and keep `mflux` names as compatibility aliases.
- Catalog/model coverage: prioritize the AbstractFramework Hugging Face MLX-Gen q4/q8 prepared model collection, default q4 for local memory efficiency, and keep q8 variants discoverable for quality-focused runs.
- Local image support: expand the MLX-Gen backend/catalog surface for FLUX.2 klein/base, Qwen Image, Qwen Image Edit, Z-Image, Z-Image Turbo, and ERNIE Image Turbo q4/q8, including Qwen Image Edit `image_to_image` routing.
- Runtime dependency: require `mlx-gen>=0.18.5` for ERNIE Image Turbo q4/q8 prepared-folder support.
- Core/Gateway propagation: surface canonical `mlx-gen` provider/model metadata through AbstractCore and Gateway catalog paths while preserving legacy routed ids.
- Docs/tests: refresh CLI, backend, AbstractCore integration, and agent docs for MLX-Gen naming and q4/q8 guidance.

## 0.3.13 - 2026-05-23

- MFLUX edits: enable `image_to_image` for the curated FLUX.2 klein presets (`flux2-klein-4b`, `flux2-klein-9b`) so they surface in the playground edit UI and can be called through `VisionManager.edit_image(...)` (mask edits are not supported yet).
- Request normalization: map edit `strength` into the underlying MFLUX `image_strength` parameter and infer width/height from the input image when omitted so the UI/CLI behave consistently across backends.
- macOS GGUF policy: re-enable stable-diffusion.cpp GGUF presets on Apple Silicon by default and add an explicit opt-out (`ABSTRACTVISION_DISABLE_GGUF_ON_MACOS=1`) to hide GGUF catalog entries and reject GGUF execution for operators who want that behavior.
- Docs/tests: refresh README + core docs for the new MFLUX edit surface and the GGUF opt-out, and expand regression coverage for catalog surfacing and edit parameter plumbing.

## 0.3.12 - 2026-05-22

- Release packaging: publish the current clean tracked repository state as a fresh patch release.

## 0.3.11 - 2026-05-22

- Hugging Face cache integrity: treat repo-level `.incomplete` blobs as an incomplete snapshot, so interrupted Diffusers downloads no longer masquerade as a usable cached model.
- Qwen Image Edit downloads: `abstractvision download qwen-image-edit-2511 --provider diffusers` now resumes the real 16-bit snapshot instead of incorrectly short-circuiting on a partial cache.

## 0.3.10 - 2026-05-22

- Catalog/handles: make the curated Qwen Image Edit aliases consistent across the registry, downloads, and CLI catalog surfaces (`qwen-image-edit`, `qwen-image-edit-2509`, `qwen-image-edit-2511`), and re-verify all packaged Hugging Face repo ids in `vision_model_capabilities.json`.
- Runtime truth: quarantine unreliable local runtime task paths until they are re-validated. Local Diffusers `GLM-Image` is now hidden/disabled, local MFLUX is surfaced for `text_to_image` only, and local Diffusers `text_to_video` is marked experimental and disabled from the normal local surfaces.
- Playground/catalog UX: keep the per-task playground tabs with per-tab load/unload controls, but filter task selectors through backend-supported runtime truth so disabled local tasks do not surface. Update the `download` command messaging so curated 16-bit Diffusers snapshots are reported honestly instead of looking like a failed 8-bit fallback.
- Docs/backlog/tests: add the planned quarantine follow-up item, refresh the core docs around current local support policy, expand regression coverage for the runtime blacklists and catalog filtering, and regenerate `llms-full.txt`.

## 0.3.9 - 2026-05-21

- Local Diffusers video: implement the first in-process `text_to_video` path through `zai-org/CogVideoX-2b` / `THUDM/CogVideoX-2b`, including registry-backed request normalization, preload warmup, unload support, MPS-safe explicit FP16 device moves, and MP4 artifact outputs packaged through `ffmpeg`.
- Interactive surfaces: add one-shot `abstractvision t2v`, REPL `/t2v`, and playground `Text → Video` generation with backend/task-aware model discovery, progress reporting, and catalog surfacing for local video-capable models.
- AbstractCore integration: route plugin `t2v` / `i2v` calls through the same explicit backend binding path used by image generation, extend residency task aliases for video, and track request-warm local `text_to_video` models in the loaded-model inventory.
- Catalog/tests/docs: add curated capability/download metadata for `zai-org/CogVideoX-2b`, keep local image-edit surfaces intact, expand backend/CLI/playground/plugin regression coverage, refresh README/reference/FAQ/getting-started docs, and regenerate `llms-full.txt`.

## 0.3.8 - 2026-05-20

- Model registry/catalog: expand the curated `vision_model_capabilities.json` inventory with more current official or reputable vision model families and cross-platform download variants, tighten provider provenance, remove adapter-only repos from the standalone model catalog, and expose richer model notes / `task_specs` through the CLI catalog surfaces.
- Apple/MLX semantics: treat `mlx` as a download target rather than a runnable backend, fail fast on generic `mlx` provider/model routing across CLI, playground, and AbstractCore, and limit shipped MFLUX presets/docs to the families the backend actually supports today.
- GGUF / local-runtime routing: improve stable-diffusion.cpp bundle resolution for curated multi-artifact models and legacy Qwen GGUF repo ids, resolve curated `sdcpp` model keys consistently in both one-shot CLI and REPL paths, and make AbstractCore request-scoped `sdcpp` routing explicit while canonicalizing MFLUX aliases for backend reuse.
- Docs/policy/tests: add the ADR set and planned backlog items for curated catalog ownership, adapter-aware model graphs, and the long-term native MLX direction; refresh README/reference/FAQ/agent docs; regenerate `llms-full.txt`; and expand regression coverage for catalog aliases, GLM defaults, MFLUX routing, and local backend bundle selection.

## 0.3.7 - 2026-05-19

- AbstractCore plugin: add explicit local model residency control for in-process `diffusers`, `mflux`, and `sdcpp` backends through `load_resident_model(...)`, `list_loaded_models(...)`, `list_resident_models(...)`, and `unload_resident_model(...)`, with `load_model(...)` / `unload_model(...)` compatibility aliases for Core route adapters.
- Residency semantics: preserve explicit resident models across model switches while keeping the previous unload-on-switch behavior for non-resident request-warm backends, and report stable process-local `load_id` / `backend_kind` / `resident` metadata instead of relying on backend private fields.
- Safety/robustness: reject OpenAI/OpenAI-compatible HTTP backends for residency control even on localhost, normalize provider/task filters consistently, reject ambiguous unload requests, and keep unload behavior deterministic for injected local backends.
- Tests/docs: expand AbstractCore plugin coverage for local preload/list/unload flows, request-warm loaded-state reporting, task-aware loaded-model filters, injected backend residency, and switch-survival behavior; document the new local residency control surface and regenerate `llms-full.txt`.

## 0.3.6 - 2026-05-18

- Model registry/downloads: expand `vision_model_capabilities.json` and curated preset coverage for current Hugging Face text-to-image and image-to-image models, including FLUX.1/2, Qwen Image, ERNIE Image, GLM Image, Z-Image, SDXL, SD Turbo, and SD3.5. The registry now remains the packaged source of truth for both downloadable artifacts and task capability metadata.
- Cache/catalog: keep curated downloads in the Hugging Face cache by default, migrate older `~/models/<preset>` trees into that cache on first use, and align Diffusers/MFLUX cache discovery across CLI, REPL, playground, and AbstractCore so cached local models surface consistently.
- API-level normalization: move model-specific parameter normalization into shared backend hooks used by `VisionManager` and the playground server. Model constraints such as MFLUX distilled `guidance_scale=1.0`, unsupported negative prompts, and GLM `steps/guidance_scale/32-multiple dimensions` now apply consistently through the CLI/REPL, playground, and AbstractCore integration.
- Playground/API: expose structured per-model `task_specs` from `/v1/vision/models`, only enable the edit surface for models that advertise `image_to_image`, switch models by auto-loading the new selection, and truncate `b64_json` in logs instead of dumping the full base64 payload.
- AbstractCore/provider catalogs: keep remote provider/model listing robust when internet or API credentials are unavailable, and keep local provider/model catalogs aligned with the same cache-backed discovery used by the interactive surfaces.
- CLI/docs: keep `abstractvision cli` as the canonical interactive command (with `repl` as a legacy alias), expand model catalog/docs coverage, refresh backend/configuration/AbstractCore/playground references, and regenerate `llms.txt` / `llms-full.txt` for release.

## 0.3.5 - 2026-05-13

- AbstractCore plugin: accept runtime output metadata such as `provider` and `size` without rejecting image generation requests, and forward per-call image model selectors to OpenAI-compatible backends.


## 0.3.4 - 2026-05-09

- Packaging: constrain the optional `stable-diffusion-cpp-python` binding to
  `<0.4.6` for `sdcpp`, `local`, `apple`, `all`, `all-apple`, and `all-gpu`
  extras. Version `0.4.6` currently ships an sdist that fails native Linux
  builds because required vendored libwebm CMake files are missing.

## 0.3.3 - 2026-05-08

- Packaging: add shared native install profiles. `abstractvision[apple]` and
  `abstractvision[all-apple]` install the full local macOS vision stack;
  `abstractvision[gpu]` installs the Diffusers/Torch GPU stack; and
  `abstractvision[all-gpu]` installs Diffusers plus stable-diffusion.cpp
  bindings for full local GPU-capable deployments.
- Docs/tests: document and verify the Apple/GPU profile aliases while keeping
  the base package lightweight and remote/OpenAI-compatible by default.

## 0.3.2 - 2026-05-08

- AbstractCore plugin: switch the default backend id to `abstractvision:openai` with official OpenAI defaults, while keeping `abstractvision:openai-compatible` registered as a legacy-compatible backend id.
- OpenAI configuration: use standard `OPENAI_API_KEY`, `OPENAI_BASE_URL`, `OPENAI_IMAGE_MODEL_ID`, and `OPENAI_IMAGE_MODEL` aliases for the plugin default path; keep compatible endpoints explicit with `ABSTRACTVISION_BACKEND=openai-compatible` and `OPENAI_BASE_URL`.
- Provider catalogs: add OpenAI/OpenAI-compatible `/models` discovery through `VisionManager.list_provider_models(...)`, `abstractvision provider-models`, REPL `/provider-models`, and `llm.vision.list_provider_models(...)` in the AbstractCore plugin.
- API/contracts: add `ProviderModelInfo`, provider catalog backend hooks, task filtering for OpenAI image model catalogs, and JSON-safe bounded provider metadata at the AbstractCore plugin boundary.
- Docs/agent context: refresh AbstractCore integration, backend/configuration/API docs, playground production-boundary notes, completed backlog reports, `llms.txt`, and regenerated `llms-full.txt`.
- Tests: add coverage for OpenAI defaults, legacy compatible aliases, provider catalog parsing/filtering, plugin catalog exposure, CLI/REPL catalog commands, manager delegation, and a credential-gated live OpenAI catalog check.

## 0.3.1 - 2026-05-07

- CI/release: move GitHub Actions checkout/setup-python/artifact/release actions to Node 24-compatible major versions, removing the Node 20 deprecation warnings from release runs.
- Tests: strengthen packaging metadata coverage so Diffusers aliases and `local`/`all` runtime bundles cannot drift from their intended dependency sets.
- Docs: separate contributor-only extras from runtime install profiles and explicitly mark `dev` as unsuitable for application/runtime dependency declarations.

## 0.3.0 - 2026-05-07

- Packaging: make the base install lightweight. `pip install abstractvision` no longer installs Torch, Diffusers, Transformers, Pillow, or local inference runtimes by default.
- Extras: add canonical runtime profiles `abstractvision[openai]`, `abstractvision[openai-compatible]`, `abstractvision[diffusers]`, `abstractvision[sdcpp]`, `abstractvision[local]`, and `abstractvision[all]`; keep `huggingface`/`huggingface-dev` compatibility aliases.
- Runtime defaults: keep AbstractCore plugin and one-shot CLI remote-first, and stop the REPL/playground from silently selecting Diffusers when no backend is configured.
- Errors/tests/CI: improve local-backend missing-extra hints, add stronger packaging/import-light/OpenAI-compatible coverage, and split CI into lightweight base and local Diffusers paths.
- Docs: update install guidance, backend references, and internal backlog policy for explicit local runtime extras.

## 0.2.6 - 2026-05-06

- Docs: refresh install extras, AbstractCore integration, playground ownership, OpenAI-compatible request-shape notes, and backend/config references so the public docs match the current code.
- Agent docs: update `llms.txt`, include playground endpoint docs in the generated `llms-full.txt` bundle, and regenerate the AI-ready documentation from current sources.
- Contributing: clarify that `abstractvision[abstractcore]` is a compatibility marker and that AbstractCore is supplied by the host application.

## 0.2.5 - 2026-05-06

- Packaging: keep the default Diffusers backend installable while moving `stable-diffusion-cpp-python` out of the base dependency set and into the explicit `sdcpp`/`local` extras. This keeps AbstractCore plugin installs from failing on platforms where stable-diffusion.cpp bindings need a local native build.
- AbstractCore plugin: restore the OpenAI-compatible HTTP backend as the default while keeping local `diffusers` and `sdcpp` backends explicit through config/env.
- OpenAI-compatible backend: shape requests correctly for real OpenAI GPT image models while preserving local OpenAI-compatible extensions for unknown model ids.
- Playground: capture the active backend at job submission time so background jobs do not accidentally run on a newly selected model.
- Docs/tests: clarify the default install shape, document when to install `abstractvision[sdcpp]`, and add metadata/OpenAI/playground coverage so these paths do not regress.

## 0.2.4 - 2026-05-06

- Playground: add a self-contained `abstractvision playground` command that serves both the web UI and `/v1/vision/*` API locally, so playground testing no longer depends on an AbstractCore server.
- Playground: package the HTML asset in the wheel, default the UI to the serving origin, and avoid stale persisted API URLs that could keep calling an older AbstractCore endpoint.
- Playground model loading: accept raw Hugging Face ids such as `runwayml/stable-diffusion-v1-5` directly, while still accepting explicit backend prefixes like `diffusers/...`, `sdcpp/...`, and `openai-compatible/...`.
- Packaging/CI: keep AbstractCore out of AbstractVision dependency metadata and test workflows; AbstractCore remains an optional host integration loaded lazily when present.
- Docs/tests: refresh playground docs around the self-contained local server and add coverage for cached model listing, raw model loading, playground jobs, and tool integration without installing AbstractCore.

## 0.2.3 - 2026-05-06

- AbstractCore plugin: support local Diffusers and stable-diffusion.cpp backends through `llm.vision`, not only OpenAI-compatible HTTP. The default plugin path now matches the REPL default: local Diffusers with `runwayml/stable-diffusion-v1-5`, cache-only unless `ABSTRACTVISION_DIFFUSERS_ALLOW_DOWNLOAD=1` is set.
- AbstractCore plugin: keep OpenAI-compatible usage available with `ABSTRACTVISION_BACKEND=openai` plus `OPENAI_BASE_URL`, and preserve artifact-store behavior for generated media outputs.

## 0.2.2 - 2026-05-06

- Release automation: add GitHub Actions CI/release workflows, issue templates, pre-commit config, MkDocs config, PyPI trusted publishing, GitHub Releases, and release-time docs deployment to `gh-pages`.
- Packaging: support Python 3.9-3.13, modernize license metadata, include package data explicitly, and add test/docs/dev extras.
- Defaults: make the REPL default to local Diffusers with `runwayml/stable-diffusion-v1-5`, `ABSTRACTVISION_DIFFUSERS_DEVICE=auto`, and cache-only/offline runtime downloads disabled by default.
- Diffusers backend: keep `allow_download=False` as the default, force Hugging Face offline/cache-only env during loads/calls, disable implicit HF token use offline, and load from cached snapshot paths when present.
- Diffusers backend: ignore unknown REPL `extra` flags that the pipeline `__call__` does not accept, avoiding `unexpected keyword argument` crashes.
- Diffusers backend: add better fp16 variant fallback behavior, MPS dtype/invalid-output retry handling, LoRA/Rapid-AIO offline handling, and clearer missing-local-model errors.
- Capability registry: add `black-forest-labs/FLUX.2-klein-9B` and normalize FLUX license id to `flux-non-commercial-license`.
- Docs: refresh quickstarts around Stable Diffusion 1.5 first, add clearer macOS Metal/NVIDIA CUDA/CPU guidance, expand stable-diffusion.cpp notes, and point users to cache-only local workflows.
- Tooling: add `scripts/download_model_sets.py` for explicit heavyweight model downloads (Stable Diffusion 1.5, FLUX 2 GGUF/Diffusers, and Qwen Image snapshots).
- Cleanup: remove the misspelled duplicate `ACKNOWLEDMENTS.md`.

## 0.2.1

- Documentation refresh for public release:
  - add `docs/api.md` and strengthen cross-linking between README and docs
  - add `CONTRIBUTING.md`, `SECURITY.md`, and `ACKNOWLEDGMENTS.md`
  - add `llms.txt` and generated `llms-full.txt` for agent-oriented context
  - clarify playground/server endpoint expectations (`/v1/vision/*`)

## 0.2.0

- Add stable-diffusion.cpp (`sd-cli`) backend for local GGUF diffusion models.
- REPL: forward unknown `--flags` as backend `extra` parameters.
- Add a tiny web playground (`playground/vision_playground.html`) for testing via AbstractCore Server vision endpoints (`/v1/vision/*`).

## 0.1.0

- Initial MVP: capability registry + schema validation.
- Artifact-first outputs via `LocalAssetStore` and runtime adapter.
- OpenAI-compatible HTTP backend for image generation/editing (optional video endpoints via config).
- Local Diffusers backend for images (opt-in deps).
- AbstractCore tool integration (`make_vision_tools`) with artifact refs.
- CLI/REPL for interactive manual testing.
