import logging import random import gradio as gr class SearchEngineInterface(): def __init__(self, host_ip_address, port_number): self.logger = logging.getLogger(__name__) logging.basicConfig(level=logging.INFO) self.host_ip_address = host_ip_address self.port_number = port_number def set_search_button_handler_func(self, handler_func): self.search_button_handler_func = handler_func def build(self): self.main_app = gr.Interface( fn=self.search_button_handler_func, inputs=[ gr.Textbox(label="Search Query"), gr.Image(type="pil", label="Upload Image"), gr.Radio(["Text", "Image"], value="Text", label="Type of prompt", info="Do you want text or image search?"), gr.Slider(minimum=1, maximum=50, step=1, value=5, label="Number of Results") ], outputs=gr.Gallery(label="Search Results", columns=3), title="CLIP Image Search", description="Enter a text query or upload an image to search for similar images." + " " + \ "The demo uses a smaller version of the COCO dataset (https://cocodataset.org/#home)", allow_flagging="never" ) def update(self, search_result): pass def run(self): self.main_app.launch(server_name=self.host_ip_address, server_port=self.port_number)