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Update app.py
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app.py
CHANGED
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@@ -1,3 +1,5 @@
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import os
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import re
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import cohere
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@@ -6,7 +8,6 @@ from typing import Iterator, List, Tuple
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# Configuration Constants
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DEFAULT_SYSTEM_PROMPT = """
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-
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أنت مترجم ثنائي اللغة متخصص في الترجمة بين العربية والإنجليزية. هدفك هو تقديم ترجمات دقيقة، ملائمة للسياق، ومتسقة من الناحية الأسلوبية، مع الالتزام بالإرشادات التالية:
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أسلوب الكتابة:
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1. الدقة النحوية: احرص دائمًا على أن تكون الترجمة صحيحة نحويًا.
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@@ -39,17 +40,13 @@ DEFAULT_SYSTEM_PROMPT = """
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حافظ على تنسيق البيانات المهمة (مثل التواريخ، والقياسات، والاستشهادات القانونية).
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عند الشك:
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قدم الأولوية للوضوح، والتناسق، والملاءمة مع احتياجات الجمهور المستهدف. قم دائمًا بموازنة التعليمات الخاصة بالمشروع مع هذه الإرشادات، مع إعطاء الأولوية لمتطلبات العميل عند وجود أي تعارض.
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""" # Full prompt maintained as original
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TITLE = "<h1><center>Mawared T Assistant</center></h1>"
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PLACEHOLDER = "Ask me anything! I'll think through it step by step."
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CSS = """
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-
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duplicate-button {
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margin: auto !important;
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color: white !important;
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background: black !important;
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@@ -84,43 +81,56 @@ h3 {
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height: 500px !important;
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overflow-y: auto !important;
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}
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"""
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# Precompile regex patterns for better performance
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TAG_PATTERNS = [
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(re.compile(r'<Thinking>'), '\n<Thinking>\n'),
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(re.compile(r'</Thinking>'), '\n</Thinking>\n'),
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(re.compile(r'<Critique>'), '\n<Critique>\n'),
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(re.compile(r'</Critique>'), '\n</Critique>\n'),
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(re.compile(r'<Revising>'), '\n<Revising>\n'),
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(re.compile(r'</Revising>'), '\n</Revising>\n'),
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(re.compile(r'<Final>'), '\n<Final>\n'),
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(re.compile(r'</Final>'), '\n</Final>\n')
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]
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def format_text(text: str) -> str:
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"""Format text with proper spacing and tag highlighting"""
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formatted = text
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for pattern, replacement in
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formatted =
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def format_chat_history(history: List[List[str]]) -> str:
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"""Format chat history for display"""
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def convert_history_to_cohere_format(history: List[List[str]]) -> List[dict]:
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"""Convert chat history to Cohere's format
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cohere_history = []
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for user_msg, assistant_msg in history:
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if user_msg:
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cohere_history.append({"role": "
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if assistant_msg:
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cohere_history.append({"role": "
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return cohere_history
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def chat_response(
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penalty: float = 1.2,
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api_key: str = os.getenv("COHERE_API_KEY")
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) -> Iterator[Tuple[List[List[str]], str]]:
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"""Generate chat responses using Cohere API
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if not api_key:
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error_message = "Error: COHERE_API_KEY environment variable not set."
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history.append([message, error_message])
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yield history, format_chat_history(history)
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return
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co = cohere.Client(api_key=api_key)
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chat_history = convert_history_to_cohere_format(history)
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buffer = ""
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history
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try:
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stream = co.chat_stream(
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model='c4ai-aya-expanse-32b',
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message=message,
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temperature=temperature,
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max_tokens=max_new_tokens,
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p=top_p,
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k=top_k,
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frequency_penalty=penalty,
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chat_history=chat_history,
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prompt_truncation='AUTO',
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preamble=system_prompt
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)
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for event in stream:
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if event.event_type == "text-generation":
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buffer += event.text
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except Exception as e:
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error_message = f"Error: {str(e)}"
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history[-1][1] = error_message
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def main():
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"""Main function to set up and launch the Gradio interface"""
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chat_display = gr.TextArea(
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value="",
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label="Chat History",
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interactive=
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elem_classes=["chat-area"],
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)
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message = gr.TextArea(
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placeholder=PLACEHOLDER,
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label="Your message",
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lines=
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elem_id="message_input"
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)
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with gr.Row():
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submit = gr.Button("Send"
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clear = gr.Button("Clear")
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with gr.Accordion("⚙️ Advanced Settings", open=False):
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value=1.2,
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label="Repetition Penalty",
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)
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chat_response,
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inputs=[
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outputs=[chat_history, chat_display],
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show_progress=True,
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)
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message.submit(
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chat_response,
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inputs=[
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outputs=[chat_history, chat_display],
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show_progress=True,
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)
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clear.click(
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lambda: ([], ""),
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outputs=[chat_history, chat_display],
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show_progress=True,
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)
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-
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if __name__ == "__main__":
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demo = main()
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modify the code to allow the send button to work with enter and make other necessary optimizations.
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import os
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import re
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import cohere
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# Configuration Constants
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DEFAULT_SYSTEM_PROMPT = """
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أنت مترجم ثنائي اللغة متخصص في الترجمة بين العربية والإنجليزية. هدفك هو تقديم ترجمات دقيقة، ملائمة للسياق، ومتسقة من الناحية الأسلوبية، مع الالتزام بالإرشادات التالية:
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أسلوب الكتابة:
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1. الدقة النحوية: احرص دائمًا على أن تكون الترجمة صحيحة نحويًا.
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حافظ على تنسيق البيانات المهمة (مثل التواريخ، والقياسات، والاستشهادات القانونية).
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عند الشك:
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قدم الأولوية للوضوح، والتناسق، والملاءمة مع احتياجات الجمهور المستهدف. قم دائمًا بموازنة التعليمات الخاصة بالمشروع مع هذه الإرشادات، مع إعطاء الأولوية لمتطلبات العميل عند وجود أي تعارض.
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""" # (keeping the full prompt as in original)
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TITLE = "<h1><center>Mawared T Assistant</center></h1>"
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PLACEHOLDER = "Ask me anything! I'll think through it step by step."
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CSS = """
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.duplicate-button {
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margin: auto !important;
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color: white !important;
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background: black !important;
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height: 500px !important;
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overflow-y: auto !important;
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}
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"""
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def format_text(text: str) -> str:
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"""Format text with proper spacing and tag highlighting"""
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tag_patterns = [
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(r'<Thinking>', '\n<Thinking>\n'),
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(r'</Thinking>', '\n</Thinking>\n'),
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(r'<Critique>', '\n<Critique>\n'),
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(r'</Critique>', '\n</Critique>\n'),
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(r'<Revising>', '\n<Revising>\n'),
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(r'</Revising>', '\n</Revising>\n'),
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(r'<Final>', '\n<Final>\n'),
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(r'</Final>', '\n</Final>\n')
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]
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formatted = text
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for pattern, replacement in tag_patterns:
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formatted = re.sub(pattern, replacement, formatted)
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formatted = '\n'.join(line for line in formatted.split('\n') if line.strip())
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return formatted
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def format_chat_history(history: List[List[str]]) -> str:
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"""Format chat history for display"""
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formatted = []
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for user_msg, assistant_msg in history:
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formatted.append(f"User: {user_msg}")
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if assistant_msg:
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formatted.append(f"Assistant: {assistant_msg}")
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return "\n\n".join(formatted)
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def create_examples() -> List[str]:
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"""Create example queries for the UI"""
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return [
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"Explain the concept of artificial intelligence.",
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"How does photosynthesis work?",
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"What are the main causes of climate change?",
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"Describe the process of protein synthesis.",
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"What are the key features of a democratic government?",
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]
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def convert_history_to_cohere_format(history: List[List[str]]) -> List[dict]:
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"""Convert chat history to Cohere's format"""
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cohere_history = []
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for user_msg, assistant_msg in history:
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if user_msg:
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cohere_history.append({"role": "User", "message": user_msg})
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if assistant_msg:
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cohere_history.append({"role": "Chatbot", "message": assistant_msg})
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return cohere_history
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def chat_response(
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penalty: float = 1.2,
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api_key: str = os.getenv("COHERE_API_KEY")
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) -> Iterator[Tuple[List[List[str]], str]]:
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"""Generate chat responses using Cohere API"""
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co = cohere.Client(api_key=api_key)
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# Convert history to Cohere format
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chat_history = convert_history_to_cohere_format(history)
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# Initialize buffer for streaming
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buffer = ""
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history = history + [[message, ""]]
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# Process stream
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try:
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# Initialize stream
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stream = co.chat_stream(
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model='c4ai-aya-expanse-32b',
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message=message,
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temperature=temperature,
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chat_history=chat_history,
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prompt_truncation='AUTO',
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preamble=system_prompt
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)
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for event in stream:
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if event.event_type == "text-generation":
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buffer += event.text
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formatted_buffer = format_text(buffer)
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history[-1][1] = formatted_buffer
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chat_display = format_chat_history(history)
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yield history, chat_display
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except Exception as e:
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error_message = f"Error: {str(e)}"
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history[-1][1] = error_message
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chat_display = format_chat_history(history)
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yield history, chat_display
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def process_example(example: str) -> tuple:
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"""Process example query and return empty history and updated display"""
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return [], f"User: {example}\n\n"
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def main():
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"""Main function to set up and launch the Gradio interface"""
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chat_display = gr.TextArea(
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value="",
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label="Chat History",
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interactive=AttributeError,
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elem_classes=["chat-area"],
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)
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message = gr.TextArea(
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placeholder=PLACEHOLDER,
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label="Your message",
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lines=5
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)
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with gr.Row():
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submit = gr.Button("Send")
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clear = gr.Button("Clear")
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with gr.Accordion("⚙️ Advanced Settings", open=False):
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value=1.2,
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label="Repetition Penalty",
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)
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examples = gr.Examples(
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examples=create_examples(),
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inputs=[message],
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outputs=[chat_history, chat_display],
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fn=process_example,
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cache_examples=False,
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)
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# Set up event handlers
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submit_click = submit.click(
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chat_response,
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inputs=[
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message,
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chat_history,
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chat_display,
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system_prompt,
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temperature,
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max_tokens,
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top_p,
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top_k,
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penalty,
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],
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outputs=[chat_history, chat_display],
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show_progress=True,
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)
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# Bind Enter key to submit
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message.submit(
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chat_response,
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inputs=[
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message,
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chat_history,
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chat_display,
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system_prompt,
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temperature,
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max_tokens,
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top_p,
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top_k,
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penalty,
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],
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outputs=[chat_history, chat_display],
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show_progress=True,
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)
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clear.click(
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lambda: ([], ""),
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outputs=[chat_history, chat_display],
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show_progress=True,
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)
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# Clear input after submission
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submit_click.then(lambda: "", outputs=message)
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message.submit(lambda: "", outputs=message)
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return demo
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if __name__ == "__main__":
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demo = main()
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