import gradio as gr
import actions as a
from components import all_inputs, all_tasks
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.
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()
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=[i.visible for i in all_tasks.values()],
outputs=[i.gr_component for i in all_tasks.values()] # type: ignore
+ [i.visible for i in all_tasks.values()],
)
remove_task_btn.click(
a.remove_task,
inputs=[i.visible for i in all_tasks.values()],
outputs=[i.gr_component for i in all_tasks.values()] # type: ignore
+ [i.visible for i in all_tasks.values()],
)
# Sequential execution
execution_event = execute_btn.click(
a._clear_error, inputs=[], outputs=[error_message]
)
for i, task in all_tasks.items():
execution_event = execution_event.then(
a.execute_task,
inputs=[task.component_id, task.prompt, error_message] + a._get_all_vars_up_to(i), # type: ignore
outputs=[task.output, error_message],
)
demo.launch()