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README.md
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@@ -28,7 +28,8 @@ $ python app.py
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## ⚔️🥊Abilities
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- Completion (文本补全): Let the model complete a story, or any texts
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- Correction
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- Polishing
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- Paraphrase
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## ⚔️🥊Abilities
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- Completion (文本补全): Let the model complete a story, or any texts
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- Correction (文本纠错): Correcting grammar errors
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- Polishing (文本润色): Polishing texts
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- Paraphrase (文本改写): Text rewriting
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- Translation (机器翻译,需要提供目标语言): Text translation to target language
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- Freestyle (直接调用ChatGPT): This will call raw ChatGPT API without leading instruction prefixes, so you may want to use it as you've done on [the official ChatGPT website](https://chat.openai.com/)
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app.py
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@@ -7,13 +7,14 @@ instructions = {
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"correction": "Please help me correct mistakes in the text",
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"polishing": "Please help me polish the language and improve my writing",
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"paraphrase": "Please help me paraphrase the text",
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"freestyle": "",
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}
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template = "{instruction}:\n\nText: {text}"
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def chat(task_type: str, text: str, api_key: str) -> str:
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openai.api_key = api_key
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prompt = ""
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if task_type == "freestyle":
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prompt = text
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else:
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messages = [
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{
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"role": "system",
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"content": "You are a helpful writing assistant to help correct grammar mistakes
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},
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{"role": "user", "content": prompt},
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]
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@@ -59,19 +66,25 @@ with gr.Blocks(css="") as demo:
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)
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with gr.Row():
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api_key = gr.Textbox(label='OpenAI API Key')
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with gr.Row():
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with gr.Row():
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text_button.click(
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chat, inputs=[task_type, text_input, api_key], outputs=text_output
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)
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demo.launch()
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"correction": "Please help me correct mistakes in the text",
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"polishing": "Please help me polish the language and improve my writing",
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"paraphrase": "Please help me paraphrase the text",
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"translation": "Please help me translate the text",
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"freestyle": "",
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}
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template = "{instruction}:\n\nText: {text}"
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def chat(task_type: str, text: str, api_key: str, tgt_lang: str = "") -> str:
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openai.api_key = api_key
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prompt = ""
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if task_type == "freestyle":
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prompt = text
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else:
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instruction = instructions[task_type]
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if task_type == "translation":
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if tgt_lang:
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instruction += f" into {tgt_lang.strip()}"
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else:
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raise ValueError("Target language cannot be empty when translating")
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prompt = template.format(instruction=instruction, text=text)
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messages = [
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{
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"role": "system",
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"content": "You are a helpful writing assistant to help correct grammar mistakes, polish and paraphrase texts.",
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},
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{"role": "user", "content": prompt},
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]
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)
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with gr.Row():
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api_key = gr.Textbox(label='OpenAI API Key', type="password")
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with gr.Row().style(equal_height=True):
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with gr.Column(scale=3):
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emojis = "🪄🥊💎🫧🚌🎤"
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task_type = gr.Radio([f"{emojis[i]}{k.title()}" for i, k in enumerate(instructions.keys())], label="Task")
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with gr.Column(min_width=100):
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tgt_lang = gr.Textbox(label="Target language in translation")
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with gr.Column():
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text_button = gr.Button("Can~ do!", variant="primary")
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with gr.Row():
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with gr.Column():
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text_input = gr.TextArea(lines=15, label="Input")
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with gr.Column():
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text_output = gr.TextArea(lines=15, label="Output")
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text_button.click(
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chat, inputs=[task_type, text_input, api_key, tgt_lang], outputs=text_output
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)
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demo.launch()
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