from typing_extensions import override from comfy_api.latest import ComfyExtension, io class CLIPTextEncodeLongCatImage(io.ComfyNode): @classmethod def define_schema(cls): return io.Schema( node_id="CLIPTextEncodeLongCatImage", display_name="CLIP Text Encode (LongCat-Image)", category="advanced/conditioning/longcat", description="Text encoding for LongCat-Image with character-level quoted text support. Wrap text in quotes for accurate text rendering.", inputs=[ io.Clip.Input("clip"), io.String.Input("text", multiline=True, dynamic_prompts=True), io.Float.Input("guidance", default=4.0, min=0.0, max=100.0, step=0.1), ], outputs=[ io.Conditioning.Output(), ], ) @classmethod def execute(cls, clip, text, guidance) -> io.NodeOutput: tokens = clip.tokenize(text) return io.NodeOutput(clip.encode_from_tokens_scheduled(tokens, add_dict={"guidance": guidance})) encode = execute class LongCatImageExtension(ComfyExtension): @override async def get_node_list(self) -> list[type[io.ComfyNode]]: return [ CLIPTextEncodeLongCatImage, ] async def comfy_entrypoint() -> LongCatImageExtension: return LongCatImageExtension()