feat: support multiple reference images with model-aware API mapping
All checks were successful
Continuous Integration / Build Package (push) Successful in 31s
Continuous Integration / Lint, Check & Test (push) Successful in 49s

Replace singular reference_image field with reference_images list to
support an arbitrary number of reference images. Map them to the correct
BFL API parameter names based on model family:
- flux-2-*: input_image, input_image_2, ..., input_image_8
- flux-kontext-*: input_image, input_image_2, ..., input_image_4
- flux 1.x: image_prompt (single)

BREAKING CHANGE: reference_image config field renamed to reference_images (list).
This commit is contained in:
Konstantin Fickel 2026-02-14 17:19:54 +01:00
parent b69c38ac13
commit d565329e16
Signed by: kfickel
GPG key ID: A793722F9933C1A5
8 changed files with 112 additions and 23 deletions

View file

@ -51,8 +51,7 @@ def _collect_dep_files(
"""Collect all dependency file paths for a target."""
target_cfg = config.targets[target_name]
deps: list[str] = list(target_cfg.inputs)
if target_cfg.reference_image is not None:
deps.append(target_cfg.reference_image)
deps.extend(target_cfg.reference_images)
deps.extend(target_cfg.control_images)
return [project_dir / d for d in deps]
@ -65,19 +64,18 @@ def _collect_extra_params(target_name: str, config: ProjectConfig) -> dict[str,
params["width"] = target_cfg.width
if target_cfg.height is not None:
params["height"] = target_cfg.height
if target_cfg.reference_image is not None:
params["reference_image"] = target_cfg.reference_image
if target_cfg.reference_images:
params["reference_images"] = tuple(target_cfg.reference_images)
if target_cfg.control_images:
params["control_images"] = tuple(target_cfg.control_images)
return params
def _collect_all_deps(target_name: str, config: ProjectConfig) -> list[str]:
"""Collect all dependency names (inputs + reference_image + control_images)."""
"""Collect all dependency names (inputs + reference_images + control_images)."""
target_cfg = config.targets[target_name]
deps: list[str] = list(target_cfg.inputs)
if target_cfg.reference_image is not None:
deps.append(target_cfg.reference_image)
deps.extend(target_cfg.reference_images)
deps.extend(target_cfg.control_images)
return deps

View file

@ -34,7 +34,7 @@ class TargetConfig(BaseModel):
prompt: str
model: str | None = None
inputs: list[str] = []
reference_image: str | None = None
reference_images: list[str] = []
control_images: list[str] = []
width: int | None = None
height: int | None = None

View file

@ -26,8 +26,7 @@ def build_graph(config: ProjectConfig, project_dir: Path) -> nx.DiGraph[str]:
graph.add_node(target_name)
deps: list[str] = list(target_cfg.inputs)
if target_cfg.reference_image is not None:
deps.append(target_cfg.reference_image)
deps.extend(target_cfg.reference_images)
deps.extend(target_cfg.control_images)
for dep in deps:

View file

@ -18,6 +18,32 @@ def _encode_image_b64(path: Path) -> str:
return base64.b64encode(path.read_bytes()).decode("ascii")
# Parameter names for reference images, keyed by model prefix.
_INPUT_IMAGE_KEYS = ["input_image"] + [f"input_image_{i}" for i in range(2, 9)]
_IMAGE_PROMPT_KEYS = ["image_prompt"]
def _ref_image_keys(model: str) -> list[str]:
"""Return the ordered API parameter names for reference images."""
if model.startswith("flux-2-"):
return _INPUT_IMAGE_KEYS # up to 8
if model.startswith("flux-kontext-"):
return _INPUT_IMAGE_KEYS[:4] # up to 4
return _IMAGE_PROMPT_KEYS # flux 1.x: single image_prompt
def _add_reference_images(
inputs: dict[str, object],
reference_images: list[str],
model: str,
project_dir: Path,
) -> None:
"""Encode reference images and add them under the correct API keys."""
keys = _ref_image_keys(model)
for key, ref_name in zip(keys, reference_images, strict=False):
inputs[key] = _encode_image_b64(project_dir / ref_name)
class ImageProvider(Provider):
"""Generates images via the BlackForestLabs API."""
@ -44,9 +70,10 @@ class ImageProvider(Provider):
if target_config.height is not None:
inputs["height"] = target_config.height
if target_config.reference_image is not None:
ref_path = project_dir / target_config.reference_image
inputs["image_prompt"] = _encode_image_b64(ref_path)
if target_config.reference_images:
_add_reference_images(
inputs, target_config.reference_images, resolved_model, project_dir
)
for control_name in target_config.control_images:
ctrl_path = project_dir / control_name