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Kajise Org
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267551d
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Parent(s):
a197606
Create app.py
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app.py
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from __future__ import annotations
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from typing import Iterable
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import gradio as Gradio
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from gradio.themes.base import Base
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from gradio.themes.utils import colors, fonts, sizes
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from gpt4all import GPT4All
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model = GPT4All("ggml-model-gpt4all-falcon-q4_0.bin")
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theme = Gradio.themes.Monochrome(
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primary_hue="purple",
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secondary_hue="purple",
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neutral_hue="neutral",
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radius_size=Gradio.themes.sizes.radius_sm,
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font=[Gradio.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"],
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)
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class PurpleTheme(Base):
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def __init__(
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self,
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*,
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primary_hue: colors.Color | str = colors.purple,
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secondary_hue: colors.Color | str = colors.purple,
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neutral_hue: colors.Color | str = colors.neutral,
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spacing_size: sizes.Size | str = sizes.spacing_md,
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radius_size: sizes.Size | str = sizes.radius_md,
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font: fonts.Font
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| str
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| Iterable[fonts.Font | str] = (
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fonts.GoogleFont("Inter"),
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"ui-sans-serif",
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"sans-serif",
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),
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font_mono: fonts.Font
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| str
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| Iterable[fonts.Font | str] = (
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fonts.GoogleFont("Space Grotesk"),
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"ui-monospace",
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"monospace",
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),
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):
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super().__init__(
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primary_hue=primary_hue,
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secondary_hue=secondary_hue,
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neutral_hue=neutral_hue,
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spacing_size=spacing_size,
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radius_size=radius_size,
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font=font,
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font_mono=font_mono,
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)
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super().set(
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button_primary_background_fill="linear-gradient(90deg, *primary_300, *secondary_400)",
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button_primary_background_fill_hover="linear-gradient(90deg, *primary_200, *secondary_300)",
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button_primary_text_color="white",
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button_primary_background_fill_dark="linear-gradient(90deg, *primary_600, *secondary_800)",
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block_shadow="*shadow_drop_lg",
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button_shadow="*shadow_drop_lg",
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input_background_fill="zinc",
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input_border_color="*secondary_300",
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input_shadow="*shadow_drop",
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input_shadow_focus="*shadow_drop_lg",
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)
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custom_theme = PurpleTheme()
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ins = '''### Instruction:
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{}
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### Response:
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'''
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def run_falcon(input, scrape, scrape_type):
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result = ""
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for token in model.generate(ins.format(input), max_tokens=768, streaming=True):
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print(token)
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result += token
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yield result
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with Gradio.Blocks(theme=custom_theme, analytics_enabled=False, css=".generating {visibility: hidden}") as demo:
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with Gradio.Column():
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Gradio.Markdown(
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"""
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## GPT4ALL-Web
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Uses falcon (q4_0)
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*(added a little razzle dazzle aka web scraping, disabled in public revision)*
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Type in the box below and click the button to generate answers to your most pressing questions!
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"""
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)
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with Gradio.Row():
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with Gradio.Box():
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instruction = Gradio.components.Textbox(placeholder="What does the Philippine flag represent?", label="Input", info="What things do you want to ask GPT4ALL?")
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scraping = Gradio.Checkbox(value=False, label="Perform web scraping for unknown information", info="Scraping")
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scrape_type = Gradio.Radio(["Web scraping", "Short descriptions"], label="Scraping tactic", info="Want GPT4ALL to utilize web scraping? If so—how thorough?")
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with Gradio.Box():
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output = Gradio.components.Textbox(value="", label="Output", info="GPT4ALL's thoughts")
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submit = Gradio.Button("Generate", variant="primary")
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submit.click(run_falcon, inputs=[instruction, scraping, scrape_type], outputs=[output])
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demo.queue(concurrency_count=1).launch(debug=True) # type: ignore
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