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app.py
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from huggingface_hub import InferenceClient
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import gradio as gr
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# Initialize the InferenceClient with the Mixtral model
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client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
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def translate_srt(srt_content, source_lang, target_lang):
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# Assuming srt_content is now a string with the content of the SRT file
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translated_lines = []
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# Split the SRT file into lines
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lines = srt_content.split("\n")
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for line in lines:
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# Check if the line is a timestamp or an empty line
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if line.strip().isdigit() or "-->" in line or line == "":
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translated_lines.append(line)
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else:
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# Prepare the text for translation
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formatted_prompt = f"Translate the following text from {source_lang} to {target_lang}: {line}"
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# Using the Mixtral API for translation; adjust parameters as necessary
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response = client(text=formatted_prompt)
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# Assuming the response includes a 'generated_text' field with the translated text
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translated_text = response["generated_text"]
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translated_lines.append(translated_text)
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return "\n".join(translated_lines)
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# Define the Gradio interface
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iface = gr.Interface(
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fn=translate_srt,
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inputs=[
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gr.TextArea(label="SRT File Content"),
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gr.Textbox(label="Source Language (ISO Code)", placeholder="e.g., en for English"),
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gr.Textbox(label="Target Language (ISO Code)", placeholder="e.g., es for Spanish")
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],
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outputs="text",
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title="SRT Translator",
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description="Translate SRT (SubRip subtitle) files from one language to another."
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)
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iface.launch()
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