Spaces:
Running
Running
Update app/webui/app.py
Browse files- app/webui/app.py +277 -277
app/webui/app.py
CHANGED
@@ -1,278 +1,278 @@
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import sys
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import os
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# Add the project root to the Python path
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project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))
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sys.path.insert(0, project_root)
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import re
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import gradio as gr
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from glob import glob
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from app.webui.process import model_load, diff_texts, translator, translator_sec
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from llama_index.core import SimpleDirectoryReader
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def huanik(
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endpoint: str,
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model: str,
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api_key: str,
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choice: str,
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endpoint2: str,
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model2: str,
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api_key2: str,
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source_lang: str,
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target_lang: str,
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source_text: str,
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country: str,
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max_tokens: int,
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context_window: int,
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num_output: int,
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rpm: int,
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):
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if not source_text or source_lang == target_lang:
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raise gr.Error("Please check that the content or options are entered correctly.")
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try:
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model_load(endpoint, model, api_key, context_window, num_output, rpm)
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except Exception as e:
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raise gr.Error(f"An unexpected error occurred: {e}")
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source_text = re.sub(r'(?m)^\s*$\n?', '', source_text)
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if choice:
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init_translation, reflect_translation, final_translation = translator_sec(
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endpoint2=endpoint2,
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model2=model2,
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api_key2=api_key2,
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context_window=context_window,
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num_output=num_output,
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source_lang=source_lang,
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target_lang=target_lang,
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source_text=source_text,
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country=country,
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max_tokens=max_tokens,
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)
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else:
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init_translation, reflect_translation, final_translation = translator(
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source_lang=source_lang,
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target_lang=target_lang,
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source_text=source_text,
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country=country,
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max_tokens=max_tokens,
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)
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final_diff = gr.HighlightedText(
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diff_texts(init_translation, final_translation),
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label="Diff translation",
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combine_adjacent=True,
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show_legend=True,
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visible=True,
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color_map={"removed": "red", "added": "green"})
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return init_translation, reflect_translation, final_translation, final_diff
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def update_model(endpoint):
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endpoint_model_map = {
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"Groq": "llama3-70b-8192",
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"OpenAI": "gpt-4o",
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"Cohere": "command-r",
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"TogetherAI": "Qwen/Qwen2-72B-Instruct",
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"Ollama": "llama3",
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"Huggingface": "mistralai/Mistral-7B-Instruct-v0.3"
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}
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return gr.update(value=endpoint_model_map[endpoint])
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def read_doc(file):
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docs = SimpleDirectoryReader(input_files=[file]).load_data()
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texts = ""
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for doc in docs:
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texts += doc.text
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texts = re.sub(r'(?m)^\s*$\n?', '', texts)
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return texts
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def enable_sec(choice):
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if choice:
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return gr.update(visible = True), gr.update(visible = True), gr.update(visible = True)
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else:
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return gr.update(visible = False), gr.update(visible = False), gr.update(visible = False)
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def update_menu(visible):
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return not visible, gr.update(visible=not visible)
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def export_txt(strings):
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os.makedirs("outputs", exist_ok=True)
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base_count = len(glob(os.path.join("outputs", "*.txt")))
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file_path = os.path.join("outputs", f"{base_count:06d}.txt")
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with open(file_path, "w", encoding="utf-8") as f:
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f.write(strings)
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return gr.update(value=file_path, visible=True)
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def switch(source_lang,source_text,target_lang,output_final):
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if output_final:
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return gr.update(value=target_lang), gr.update(value=output_final), gr.update(value=source_lang), gr.update(value=source_text)
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else:
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return gr.update(value=target_lang), gr.update(value=source_text), gr.update(value=source_lang), gr.update(value="")
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TITLE = """
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<div style="display: inline-flex;">
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<div style="margin-left: 6px; font-size:32px; color: #6366f1"><b>Translation Agent</b> WebUI</div>
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</div>
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"""
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CSS = """
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h1 {
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text-align: center;
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display: block;
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height: 10vh;
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align-content: center;
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}
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footer {
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visibility: hidden;
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}
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.menu_btn {
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width: 48px;
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height: 48px;
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max-width: 48px;
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min-width: 48px;
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padding: 0px;
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background-color: transparent;
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border: none;
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cursor: pointer;
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position: relative;
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box-shadow: none;
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}
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.menu_btn::before,
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.menu_btn::after {
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content: '';
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position: absolute;
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width: 30px;
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height: 3px;
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background-color: #4f46e5;
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transition: transform 0.3s ease;
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}
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.menu_btn::before {
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top: 12px;
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box-shadow: 0 8px 0 #6366f1;
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}
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.menu_btn::after {
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bottom: 16px;
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}
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.menu_btn.active::before {
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transform: translateY(8px) rotate(45deg);
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box-shadow: none;
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}
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.menu_btn.active::after {
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transform: translateY(-8px) rotate(-45deg);
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}
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.lang {
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max-width: 100px;
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min-width: 100px;
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}
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"""
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JS = """
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function () {
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const menuBtn = document.getElementById('menu');
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menuBtn.classList.toggle('active');
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}
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"""
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with gr.Blocks(theme="soft", css=CSS, fill_height=True) as demo:
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with gr.Row():
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visible = gr.State(value=True)
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menuBtn = gr.Button(value="", elem_classes="menu_btn", elem_id="menu", size="sm")
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gr.HTML(TITLE)
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with gr.Row():
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with gr.Column(scale=1) as menubar:
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endpoint = gr.Dropdown(
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label="Endpoint",
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choices=["Groq","OpenAI","Cohere","TogetherAI","Ollama","Huggingface"],
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value="
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)
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choice = gr.Checkbox(label="Second Endpoint", info="Add second endpoint for reflection")
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model = gr.Textbox(label="Model", value="
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api_key = gr.Textbox(label="API_KEY", type="password", )
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endpoint2 = gr.Dropdown(
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label="Endpoint 2",
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choices=["Groq","OpenAI","Cohere","TogetherAI","Ollama","Huggingface"],
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value="
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visible=False,
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)
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model2 = gr.Textbox(label="Model 2", value="
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api_key2 = gr.Textbox(label="API_KEY 2", type="password", visible=False,)
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with gr.Row():
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source_lang = gr.Textbox(
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label="Source Lang",
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value="English",
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elem_classes = "lang",
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)
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target_lang = gr.Textbox(
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label="Target Lang",
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value="Spanish",
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elem_classes = "lang",
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)
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switchBtn = gr.Button(value="🔄️")
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country = gr.Textbox(label="Country", value="Argentina", max_lines=1)
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with gr.Accordion("Advanced Options", open=False):
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max_tokens = gr.Slider(
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label="Max tokens Per Chunk",
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minimum=512,
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maximum=2046,
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value=1000,
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step=8,
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)
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context_window = gr.Slider(
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label="Context Window",
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minimum=512,
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maximum=8192,
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value=4096,
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step=8,
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)
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num_output = gr.Slider(
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label="Output Num",
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minimum=256,
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maximum=8192,
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value=512,
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step=8,
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)
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rpm = gr.Slider(
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label="Request Per Minute",
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minimum=1,
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maximum=1000,
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value=60,
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step=1,
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)
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with gr.Column(scale=4):
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source_text = gr.Textbox(
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label="Source Text",
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value="How we live is so different from how we ought to live that he who studies "+\
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"what ought to be done rather than what is done will learn the way to his downfall "+\
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"rather than to his preservation.",
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lines=12,
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)
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with gr.Tab("Final"):
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output_final = gr.Textbox(label="FInal Translation", lines=12, show_copy_button=True)
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with gr.Tab("Initial"):
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output_init = gr.Textbox(label="Init Translation", lines=12, show_copy_button=True)
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with gr.Tab("Reflection"):
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output_reflect = gr.Textbox(label="Reflection", lines=12, show_copy_button=True)
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with gr.Tab("Diff"):
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output_diff = gr.HighlightedText(visible = False)
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with gr.Row():
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submit = gr.Button(value="Translate")
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upload = gr.UploadButton(label="Upload", file_types=["text"])
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export = gr.DownloadButton(visible=False)
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clear = gr.ClearButton([source_text, output_init, output_reflect, output_final])
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switchBtn.click(fn=switch, inputs=[source_lang,source_text,target_lang,output_final], outputs=[source_lang,source_text,target_lang,output_final])
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menuBtn.click(fn=update_menu, inputs=visible, outputs=[visible, menubar], js=JS)
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endpoint.change(fn=update_model, inputs=[endpoint], outputs=[model])
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choice.select(fn=enable_sec, inputs=[choice], outputs=[endpoint2, model2, api_key2])
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endpoint2.change(fn=update_model, inputs=[endpoint2], outputs=[model2])
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submit.click(fn=huanik, inputs=[endpoint, model, api_key, choice, endpoint2, model2, api_key2, source_lang, target_lang, source_text, country, max_tokens, context_window, num_output, rpm], outputs=[output_init, output_reflect, output_final, output_diff])
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upload.upload(fn=read_doc, inputs = upload, outputs = source_text)
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output_final.change(fn=export_txt, inputs=output_final, outputs=[export])
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if __name__ == "__main__":
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demo.queue(api_open=False).launch(show_api=False, share=False)
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import sys
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2 |
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import os
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3 |
+
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4 |
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# Add the project root to the Python path
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5 |
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project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))
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6 |
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sys.path.insert(0, project_root)
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7 |
+
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import re
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9 |
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import gradio as gr
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from glob import glob
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from app.webui.process import model_load, diff_texts, translator, translator_sec
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from llama_index.core import SimpleDirectoryReader
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def huanik(
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endpoint: str,
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model: str,
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api_key: str,
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choice: str,
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endpoint2: str,
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model2: str,
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api_key2: str,
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source_lang: str,
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23 |
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target_lang: str,
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24 |
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source_text: str,
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25 |
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country: str,
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26 |
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max_tokens: int,
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27 |
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context_window: int,
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num_output: int,
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rpm: int,
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):
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+
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if not source_text or source_lang == target_lang:
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raise gr.Error("Please check that the content or options are entered correctly.")
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+
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try:
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model_load(endpoint, model, api_key, context_window, num_output, rpm)
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except Exception as e:
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raise gr.Error(f"An unexpected error occurred: {e}")
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39 |
+
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40 |
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source_text = re.sub(r'(?m)^\s*$\n?', '', source_text)
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41 |
+
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if choice:
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init_translation, reflect_translation, final_translation = translator_sec(
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endpoint2=endpoint2,
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45 |
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model2=model2,
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46 |
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api_key2=api_key2,
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context_window=context_window,
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num_output=num_output,
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49 |
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source_lang=source_lang,
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50 |
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target_lang=target_lang,
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51 |
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source_text=source_text,
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52 |
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country=country,
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53 |
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max_tokens=max_tokens,
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)
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55 |
+
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56 |
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else:
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init_translation, reflect_translation, final_translation = translator(
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source_lang=source_lang,
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59 |
+
target_lang=target_lang,
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60 |
+
source_text=source_text,
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61 |
+
country=country,
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62 |
+
max_tokens=max_tokens,
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63 |
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)
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64 |
+
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65 |
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final_diff = gr.HighlightedText(
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diff_texts(init_translation, final_translation),
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label="Diff translation",
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68 |
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combine_adjacent=True,
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69 |
+
show_legend=True,
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70 |
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visible=True,
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71 |
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color_map={"removed": "red", "added": "green"})
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72 |
+
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73 |
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return init_translation, reflect_translation, final_translation, final_diff
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74 |
+
|
75 |
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def update_model(endpoint):
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76 |
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endpoint_model_map = {
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77 |
+
"Groq": "llama3-70b-8192",
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78 |
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"OpenAI": "gpt-4o",
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79 |
+
"Cohere": "command-r",
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80 |
+
"TogetherAI": "Qwen/Qwen2-72B-Instruct",
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81 |
+
"Ollama": "llama3",
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82 |
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"Huggingface": "mistralai/Mistral-7B-Instruct-v0.3"
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}
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return gr.update(value=endpoint_model_map[endpoint])
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85 |
+
|
86 |
+
def read_doc(file):
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87 |
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docs = SimpleDirectoryReader(input_files=[file]).load_data()
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88 |
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texts = ""
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89 |
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for doc in docs:
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90 |
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texts += doc.text
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91 |
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texts = re.sub(r'(?m)^\s*$\n?', '', texts)
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return texts
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93 |
+
|
94 |
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def enable_sec(choice):
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if choice:
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return gr.update(visible = True), gr.update(visible = True), gr.update(visible = True)
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97 |
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else:
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return gr.update(visible = False), gr.update(visible = False), gr.update(visible = False)
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+
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def update_menu(visible):
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return not visible, gr.update(visible=not visible)
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102 |
+
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103 |
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def export_txt(strings):
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os.makedirs("outputs", exist_ok=True)
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105 |
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base_count = len(glob(os.path.join("outputs", "*.txt")))
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file_path = os.path.join("outputs", f"{base_count:06d}.txt")
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with open(file_path, "w", encoding="utf-8") as f:
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f.write(strings)
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return gr.update(value=file_path, visible=True)
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110 |
+
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111 |
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def switch(source_lang,source_text,target_lang,output_final):
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112 |
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if output_final:
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113 |
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return gr.update(value=target_lang), gr.update(value=output_final), gr.update(value=source_lang), gr.update(value=source_text)
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else:
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return gr.update(value=target_lang), gr.update(value=source_text), gr.update(value=source_lang), gr.update(value="")
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116 |
+
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117 |
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TITLE = """
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118 |
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<div style="display: inline-flex;">
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119 |
+
<div style="margin-left: 6px; font-size:32px; color: #6366f1"><b>Translation Agent</b> WebUI</div>
|
120 |
+
</div>
|
121 |
+
"""
|
122 |
+
|
123 |
+
CSS = """
|
124 |
+
h1 {
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125 |
+
text-align: center;
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126 |
+
display: block;
|
127 |
+
height: 10vh;
|
128 |
+
align-content: center;
|
129 |
+
}
|
130 |
+
footer {
|
131 |
+
visibility: hidden;
|
132 |
+
}
|
133 |
+
.menu_btn {
|
134 |
+
width: 48px;
|
135 |
+
height: 48px;
|
136 |
+
max-width: 48px;
|
137 |
+
min-width: 48px;
|
138 |
+
padding: 0px;
|
139 |
+
background-color: transparent;
|
140 |
+
border: none;
|
141 |
+
cursor: pointer;
|
142 |
+
position: relative;
|
143 |
+
box-shadow: none;
|
144 |
+
}
|
145 |
+
.menu_btn::before,
|
146 |
+
.menu_btn::after {
|
147 |
+
content: '';
|
148 |
+
position: absolute;
|
149 |
+
width: 30px;
|
150 |
+
height: 3px;
|
151 |
+
background-color: #4f46e5;
|
152 |
+
transition: transform 0.3s ease;
|
153 |
+
}
|
154 |
+
.menu_btn::before {
|
155 |
+
top: 12px;
|
156 |
+
box-shadow: 0 8px 0 #6366f1;
|
157 |
+
}
|
158 |
+
.menu_btn::after {
|
159 |
+
bottom: 16px;
|
160 |
+
}
|
161 |
+
.menu_btn.active::before {
|
162 |
+
transform: translateY(8px) rotate(45deg);
|
163 |
+
box-shadow: none;
|
164 |
+
}
|
165 |
+
.menu_btn.active::after {
|
166 |
+
transform: translateY(-8px) rotate(-45deg);
|
167 |
+
}
|
168 |
+
.lang {
|
169 |
+
max-width: 100px;
|
170 |
+
min-width: 100px;
|
171 |
+
}
|
172 |
+
"""
|
173 |
+
|
174 |
+
JS = """
|
175 |
+
function () {
|
176 |
+
const menuBtn = document.getElementById('menu');
|
177 |
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menuBtn.classList.toggle('active');
|
178 |
+
}
|
179 |
+
|
180 |
+
"""
|
181 |
+
|
182 |
+
with gr.Blocks(theme="soft", css=CSS, fill_height=True) as demo:
|
183 |
+
with gr.Row():
|
184 |
+
visible = gr.State(value=True)
|
185 |
+
menuBtn = gr.Button(value="", elem_classes="menu_btn", elem_id="menu", size="sm")
|
186 |
+
gr.HTML(TITLE)
|
187 |
+
with gr.Row():
|
188 |
+
with gr.Column(scale=1) as menubar:
|
189 |
+
endpoint = gr.Dropdown(
|
190 |
+
label="Endpoint",
|
191 |
+
choices=["Groq","OpenAI","Cohere","TogetherAI","Ollama","Huggingface"],
|
192 |
+
value="Huggingface",
|
193 |
+
)
|
194 |
+
choice = gr.Checkbox(label="Second Endpoint", info="Add second endpoint for reflection")
|
195 |
+
model = gr.Textbox(label="Model", value="mistralai/Mistral-7B-Instruct-v0.3",)
|
196 |
+
api_key = gr.Textbox(label="API_KEY", type="password", )
|
197 |
+
endpoint2 = gr.Dropdown(
|
198 |
+
label="Endpoint 2",
|
199 |
+
choices=["Groq","OpenAI","Cohere","TogetherAI","Ollama","Huggingface"],
|
200 |
+
value="Groq",
|
201 |
+
visible=False,
|
202 |
+
)
|
203 |
+
model2 = gr.Textbox(label="Model 2", value="llama3-70b-8192", visible=False,)
|
204 |
+
api_key2 = gr.Textbox(label="API_KEY 2", type="password", visible=False,)
|
205 |
+
with gr.Row():
|
206 |
+
source_lang = gr.Textbox(
|
207 |
+
label="Source Lang",
|
208 |
+
value="English",
|
209 |
+
elem_classes = "lang",
|
210 |
+
)
|
211 |
+
target_lang = gr.Textbox(
|
212 |
+
label="Target Lang",
|
213 |
+
value="Spanish",
|
214 |
+
elem_classes = "lang",
|
215 |
+
)
|
216 |
+
switchBtn = gr.Button(value="🔄️")
|
217 |
+
country = gr.Textbox(label="Country", value="Argentina", max_lines=1)
|
218 |
+
with gr.Accordion("Advanced Options", open=False):
|
219 |
+
max_tokens = gr.Slider(
|
220 |
+
label="Max tokens Per Chunk",
|
221 |
+
minimum=512,
|
222 |
+
maximum=2046,
|
223 |
+
value=1000,
|
224 |
+
step=8,
|
225 |
+
)
|
226 |
+
context_window = gr.Slider(
|
227 |
+
label="Context Window",
|
228 |
+
minimum=512,
|
229 |
+
maximum=8192,
|
230 |
+
value=4096,
|
231 |
+
step=8,
|
232 |
+
)
|
233 |
+
num_output = gr.Slider(
|
234 |
+
label="Output Num",
|
235 |
+
minimum=256,
|
236 |
+
maximum=8192,
|
237 |
+
value=512,
|
238 |
+
step=8,
|
239 |
+
)
|
240 |
+
rpm = gr.Slider(
|
241 |
+
label="Request Per Minute",
|
242 |
+
minimum=1,
|
243 |
+
maximum=1000,
|
244 |
+
value=60,
|
245 |
+
step=1,
|
246 |
+
)
|
247 |
+
with gr.Column(scale=4):
|
248 |
+
source_text = gr.Textbox(
|
249 |
+
label="Source Text",
|
250 |
+
value="How we live is so different from how we ought to live that he who studies "+\
|
251 |
+
"what ought to be done rather than what is done will learn the way to his downfall "+\
|
252 |
+
"rather than to his preservation.",
|
253 |
+
lines=12,
|
254 |
+
)
|
255 |
+
with gr.Tab("Final"):
|
256 |
+
output_final = gr.Textbox(label="FInal Translation", lines=12, show_copy_button=True)
|
257 |
+
with gr.Tab("Initial"):
|
258 |
+
output_init = gr.Textbox(label="Init Translation", lines=12, show_copy_button=True)
|
259 |
+
with gr.Tab("Reflection"):
|
260 |
+
output_reflect = gr.Textbox(label="Reflection", lines=12, show_copy_button=True)
|
261 |
+
with gr.Tab("Diff"):
|
262 |
+
output_diff = gr.HighlightedText(visible = False)
|
263 |
+
with gr.Row():
|
264 |
+
submit = gr.Button(value="Translate")
|
265 |
+
upload = gr.UploadButton(label="Upload", file_types=["text"])
|
266 |
+
export = gr.DownloadButton(visible=False)
|
267 |
+
clear = gr.ClearButton([source_text, output_init, output_reflect, output_final])
|
268 |
+
|
269 |
+
switchBtn.click(fn=switch, inputs=[source_lang,source_text,target_lang,output_final], outputs=[source_lang,source_text,target_lang,output_final])
|
270 |
+
menuBtn.click(fn=update_menu, inputs=visible, outputs=[visible, menubar], js=JS)
|
271 |
+
endpoint.change(fn=update_model, inputs=[endpoint], outputs=[model])
|
272 |
+
choice.select(fn=enable_sec, inputs=[choice], outputs=[endpoint2, model2, api_key2])
|
273 |
+
endpoint2.change(fn=update_model, inputs=[endpoint2], outputs=[model2])
|
274 |
+
submit.click(fn=huanik, inputs=[endpoint, model, api_key, choice, endpoint2, model2, api_key2, source_lang, target_lang, source_text, country, max_tokens, context_window, num_output, rpm], outputs=[output_init, output_reflect, output_final, output_diff])
|
275 |
+
upload.upload(fn=read_doc, inputs = upload, outputs = source_text)
|
276 |
+
output_final.change(fn=export_txt, inputs=output_final, outputs=[export])
|
277 |
+
if __name__ == "__main__":
|
278 |
demo.queue(api_open=False).launch(show_api=False, share=False)
|