def inject(assembler, chain_definition, chain_items): if not chain_items: return ksampler_name = chain_definition.get('ksampler_node', 'ksampler') flux_guidance_name = chain_definition.get('flux_guidance_node') vae_node_name = chain_definition.get('vae_node', 'vae_loader') if ksampler_name not in assembler.node_map: print(f"Warning: [ReferenceLatent] KSampler node '{ksampler_name}' not found. Skipping.") return if vae_node_name not in assembler.node_map: print(f"Warning: [ReferenceLatent] VAE loader node '{vae_node_name}' not found. Skipping.") return ksampler_id = assembler.node_map[ksampler_name] vae_node_id = assembler.node_map[vae_node_name] pos_target_node_id = None pos_target_input_name = None if flux_guidance_name and flux_guidance_name in assembler.node_map: flux_guidance_id = assembler.node_map[flux_guidance_name] if 'conditioning' in assembler.workflow[flux_guidance_id]['inputs']: pos_target_node_id = flux_guidance_id pos_target_input_name = 'conditioning' print(f"ReferenceLatent injector targeting FluxGuidance node '{flux_guidance_name}'.") if not pos_target_node_id: if 'positive' in assembler.workflow[ksampler_id]['inputs']: pos_target_node_id = ksampler_id pos_target_input_name = 'positive' print(f"ReferenceLatent injector targeting KSampler node '{ksampler_name}'.") else: print(f"Warning: [ReferenceLatent] Could not find a valid positive injection point. Skipping.") return current_pos_conditioning = assembler.workflow[pos_target_node_id]['inputs'][pos_target_input_name] for i, img_filename in enumerate(chain_items): if not img_filename or not isinstance(img_filename, str): continue load_id = assembler._get_unique_id() load_node = assembler._get_node_template("LoadImage") load_node['inputs']['image'] = img_filename assembler.workflow[load_id] = load_node vae_encode_id = assembler._get_unique_id() vae_encode_node = assembler._get_node_template("VAEEncode") vae_encode_node['inputs']['pixels'] = [load_id, 0] vae_encode_node['inputs']['vae'] = [vae_node_id, 0] assembler.workflow[vae_encode_id] = vae_encode_node latent_conn = [vae_encode_id, 0] ref_latent_id = assembler._get_unique_id() ref_latent_node = assembler._get_node_template("ReferenceLatent") ref_latent_node['inputs']['conditioning'] = current_pos_conditioning ref_latent_node['inputs']['latent'] = latent_conn assembler.workflow[ref_latent_id] = ref_latent_node current_pos_conditioning = [ref_latent_id, 0] assembler.workflow[pos_target_node_id]['inputs'][pos_target_input_name] = current_pos_conditioning print(f"ReferenceLatent injector applied. Re-routed inputs through {len(chain_items)} reference image(s).")