Add Dockerfile, app.py, and requirements.txt for LLM app

Dockerfile

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+FROM python:3.9-slim
+
+# Install system dependencies
+RUN apt-get update && \
+    apt-get install -y build-essential gfortran
+
+# Create a non-root user
+RUN useradd -m -u 1000 user
+USER user
+
+# Set environment variables
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set working directory
+WORKDIR $HOME/app
+
+# Copy requirements file and install dependencies
+COPY --chown=user . $HOME/app
+COPY ./requirements.txt $HOME/app/requirements.txt
+
+RUN pip install --user -r requirements.txt
+
+# Copy application code
+COPY . .
+
+# Command to run the application
+CMD ["chainlit", "run", "app.py", "--port", "7860"]

app.py

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+# # You can find this code for Chainlit python streaming here (https://docs.chainlit.io/concepts/streaming/python)
+
+import chainlit as cl
+# Define a dictionary to keep track of user states
+from openai import AsyncOpenAI  # importing openai for API usage
+
+client = AsyncOpenAI()
+
+
+settings = {
+    "model": "gpt-3.5-turbo",
+    "temperature": 0.7,
+    "max_tokens": 500,
+    "top_p": 1,
+    "frequency_penalty": 0,
+    "presence_penalty": 0,
+}
+
+@cl.set_starters
+async def set_starters():
+    
+    return [
+        cl.Starter(
+            label="Morning routine ideation",
+            message="Can you help me create a personalized morning routine that would help increase my productivity throughout the day? Start by asking me about my current habits and what activities energize me in the morning.",
+            icon="/public/idea.svg",
+            ),
+
+        cl.Starter(
+            label="Explain superconductors",
+            message="Explain superconductors like I'm five years old.",
+            icon="/public/learn.svg",
+            ),
+
+        cl.Starter(
+            label="Python script for daily email reports",
+            message="Write a script to automate sending daily email reports in Python, and walk me through how I would set it up.",
+            icon="/public/terminal.svg",
+            ),
+
+        cl.Starter(
+            label="Text inviting friend to wedding",
+            message="Write a text asking a friend to be my plus-one at a wedding next month. I want to keep it super short and casual, and offer an out.",
+            icon="/public/write.svg",
+            )
+        ]
+@cl.on_message
+async def on_message(message):
+    
+    content=message.content
+    if "morning routine" in content:
+        await cl.Message(content="Sure! Let's start with your current habits. What time do you usually wake up, and what are the first things you do after waking up?").send()
+    elif "superconductors" in content:
+        await cl.Message(content="Superconductors are special materials that can carry electricity without any resistance, like a super-fast slide where nothing slows you down!").send()
+    elif "Python script for daily email reports" in content:
+        await cl.Message(content="To automate sending daily email reports, you can use the smtplib library in Python. Here's a basic example:").send()
+        await cl.Message(content="""
+    ```python
+    import smtplib
+    from email.mime.text import MIMEText
+    from email.mime.multipart import MIMEMultipart
+
+    def send_email(subject, body, to_email):
+        from_email = "[email protected]"
+        from_password = "your_password"
+
+        msg = MIMEMultipart()
+        msg['From'] = from_email
+        msg['To'] = to_email
+        msg['Subject'] = subject
+
+        msg.attach(MIMEText(body, 'plain'))
+
+        server = smtplib.SMTP('smtp.example.com', 587)
+        server.starttls()
+        server.login(from_email, from_password)
+        text = msg.as_string()
+        server.sendmail(from_email, to_email, text)
+        server.quit()
+
+    send_email("Daily Report", "Here is the daily report...", "[email protected]")
+
+        """).send()
+    elif "Text inviting friend to wedding" in content:
+        await cl.Message("Hey! I have a wedding to attend next month and I'd love for you to be my plus-one. No worries if you can't make it, just thought I'd ask!").send()
+    
+    #**********************************
+    prompt_messages = [
+        {"role": "user", "content": content}
+    ]
+
+    stream = await client.chat.completions.create(
+        messages=prompt_messages, stream=True, **settings
+    )
+
+    msg = cl.Message(content="")
+
+    async for part in stream:
+        if token := part.choices[0].delta.content:
+            await msg.stream_token(token)
+
+    # Send the final message
+    await msg.send()

requirements.txt

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+chainlit==1.1.300rc4
+cohere==4.37
+openai==1.3.5
+tiktoken==0.7.0
+python-dotenv==1.0.0
+daal==2021.2.3
+numpy