import gradio as gr import actions as a from components import AITask, all_inputs, all_tasks, VisitURL def _get_all_vars_up_to(to: int): return [in_.output for in_ in all_inputs.values()] + [ t.output for i, t in all_tasks.items() if i < to ] with gr.Blocks() as demo: # Initial layout gr.Markdown( """ # Toolkit Define input variables to be used in your tasks.
Task outputs can be used in subsequent tasks.
5 input variables and 10 tasks allowed (for now).

AI tasks call into ChatGPT to perform actions.
Chain inputs and tasks to build an E2E application.

Example prompt: "Translate the following text into spanish and add {v0} more sentences: {t0}". """ ) for i in all_inputs.values(): i.render() with gr.Row(): add_input_btn = gr.Button("Add input variable") remove_input_btn = gr.Button("Remove input variable") for t in all_tasks.values(): t.render() task_picker = gr.Dropdown( [AITask.NAME, VisitURL.NAME], value=AITask.NAME, label="Pick a new Task", type="index", ) with gr.Row(): add_task_btn = gr.Button("Add task") remove_task_btn = gr.Button("Remove task") error_message = gr.HighlightedText(value=None, visible=False) execute_btn = gr.Button("Execute") # Edit layout add_input_btn.click( a.add_input, inputs=[i.visible for i in all_inputs.values()], outputs=[i.gr_component for i in all_inputs.values()] # type: ignore + [i.visible for i in all_inputs.values()], ) remove_input_btn.click( a.remove_input, inputs=[i.visible for i in all_inputs.values()], outputs=[i.gr_component for i in all_inputs.values()] # type: ignore + [i.visible for i in all_inputs.values()], ) add_task_btn.click( a.add_task, inputs=[task_picker] + [v for t in all_tasks.values() for v in t.visibilities], # type: ignore outputs=[c for t in all_tasks.values() for c in t.gr_components] # type: ignore + [v for t in all_tasks.values() for v in t.visibilities], ) remove_task_btn.click( a.remove_task, inputs=[v for t in all_tasks.values() for v in t.visibilities], # type: ignore outputs=[c for t in all_tasks.values() for c in t.gr_components] # type: ignore + [v for t in all_tasks.values() for v in t.visibilities], ) # Sequential execution execution_event = execute_btn.click( lambda _: gr.HighlightedText.update(value=None, visible=False), inputs=[], outputs=[error_message], ) for i, task in all_tasks.items(): execution_event = execution_event.then( a.execute_task, inputs=[task.component_id, error_message, task.n_inputs] + task.inputs + _get_all_vars_up_to(i), outputs=[task.output, error_message], ) demo.launch()