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from abc import ABC, abstractmethod |
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from typing import Dict, List, Optional |
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import gradio as gr |
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import ai |
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class Component(ABC): |
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vname = None |
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def __init__(self, id_: int, visible: bool = False): |
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self._id = id_ |
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self._source = self.__class__.__name__ |
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self._initial_visibility = visible |
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self.component_id: gr.Number |
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self.visible: gr.Number |
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self.gr_component = gr.Box |
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self.output: gr.Textbox |
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@abstractmethod |
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def _render(self, id_: int, visible: bool): |
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... |
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@abstractmethod |
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def _execute(self): |
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... |
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def render(self) -> None: |
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self.component_id = gr.Number(value=self._id, visible=False) |
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self.visible = gr.Number(int(self._initial_visibility), visible=False) |
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self.gr_component = self._render(self._id, self._initial_visibility) |
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def execute(self, *args): |
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print(f"Executing {self._source} :: {self._id}") |
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return self._execute(*args) |
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class Input(Component): |
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vname = "v" |
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def _render(self, id_: int, visible: bool) -> gr.Textbox: |
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self.output = gr.Textbox( |
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label=f"Input: {{{self.vname}{id_}}}", |
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interactive=True, |
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placeholder="Variable value", |
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visible=visible, |
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) |
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return self.output |
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def _execute(self) -> None: |
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pass |
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class Task(Component, ABC): |
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vname = "t" |
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def __init__(self, id_: int, visible: bool = False): |
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super().__init__(id_, visible) |
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self.output: gr.Textbox |
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@abstractmethod |
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def inputs(self) -> List: |
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... |
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@property |
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def _n_inputs(self) -> int: |
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return len(self.inputs()) |
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def render(self) -> None: |
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super().render() |
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self.n_inputs = gr.Number(value=self._n_inputs, visible=False) |
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class AITask(Task): |
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def _render(self, id_: int, visible: bool) -> gr.Box: |
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with gr.Box(visible=visible) as gr_component: |
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gr.Markdown(f"AI task") |
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with gr.Row(): |
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self.prompt = gr.Textbox( |
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label="Instructions", |
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lines=10, |
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interactive=True, |
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placeholder="What is the AI assistant meant to do?", |
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) |
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self.output = gr.Textbox( |
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label=f"Output: {{{self.vname}{id_}}}", |
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lines=10, |
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interactive=False, |
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) |
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return gr_component |
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def _execute(self, prompt: str, prompt_vars: Dict[str, str]) -> Optional[str]: |
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if prompt: |
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formatted_prompt = prompt.format(**prompt_vars) |
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return ai.llm.next([{"role": "user", "content": formatted_prompt}]) |
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def inputs(self) -> List[gr.Textbox]: |
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return [self.prompt] |
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MAX_INPUTS = 10 |
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MAX_TASKS = 10 |
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all_inputs = {i: Input(i) for i in range(MAX_INPUTS)} |
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all_tasks = {i: AITask(i) for i in range(MAX_TASKS)} |
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all_inputs[0]._initial_visibility = True |
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all_tasks[0]._initial_visibility = True |
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