import gradio as gr
import actions as a
from examples import authenticate_google, best_clubs, generate_ad, summarize_website
from components import all_tasks, Tasks
with gr.Blocks() as demo:
# Initial layout
gr.Markdown(
"""
# Toolkit
Assemble tasks to build an E2E application with everyday language.
There are 2 types of tasks.
**AI Task**: Ask ChatGPT to do something for you. Eg, summarize a text.
**Code Task**: You will need code to do certain things that ChatGPT can't do, like access the internet or iterate over 4k+ tokens.
With this task, ChatGPT will generate code for you that can be executed on the fly. The code must be generated before executing the task.
Output from previous tasks can be referenced in subsequen tasks with {tn}. Max 10 tasks allowed (for now).
"""
)
with gr.Tab("Toolkit"):
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 tasks")
# Edit layout
add_task_btn.click(
a.add_task,
inputs=Tasks.visibilities(),
outputs=Tasks.gr_components() + Tasks.visibilities(),
)
remove_task_btn.click(
a.remove_task,
inputs=Tasks.visibilities(),
outputs=Tasks.gr_components() + Tasks.visibilities(),
)
# Sequential execution
execution_event = execute_btn.click(
# Clear error message
lambda: gr.HighlightedText.update(value=None, visible=False),
inputs=[],
outputs=[error_message],
)
prev_tasks = []
for i, task in all_tasks.items():
execution_event = execution_event.then(
a.execute_task,
inputs=[task.component_id, task.active_index, error_message]
+ task.inputs
+ [t.active_index for t in prev_tasks]
+ [o for t in prev_tasks for o in t.outputs],
outputs=task.outputs + [error_message],
)
prev_tasks.append(task)
# Examples
summarize_website.render()
generate_ad.render()
best_clubs.render()
authenticate_google.render()
demo.launch()