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Update app.py
Browse files
app.py
CHANGED
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@@ -7,30 +7,44 @@ GROQ_API_KEY = os.environ.get("GROQ_API_KEY")
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client = Groq(api_key=GROQ_API_KEY)
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TITLE = "<h1><center>CodeAssist AI</center></h1>"
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PLACEHOLDER = """
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<center>
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<p>Hi, I'm your coding assistant. Ask me anything about programming!</p>
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</center>
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"""
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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:
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border-radius: 100vh !important;
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}
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h3 {
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text-align: center;
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}
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"""
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def generate_response(
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message: str,
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history: list,
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system_prompt: str,
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temperature: float = 0.
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max_tokens: int = 512
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):
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conversation = [
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@@ -38,10 +52,9 @@ def generate_response(
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]
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for prompt, answer in history:
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conversation.extend([
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{"role": "user", "content": prompt},
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{"role": "assistant", "content": answer},
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])
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conversation.append({"role": "user", "content": message})
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response = client.chat.completions.create(
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@@ -63,38 +76,23 @@ def clear_conversation():
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chatbot = gr.Chatbot(height=600, placeholder=PLACEHOLDER)
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with gr.Blocks(css=CSS, theme="
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gr.HTML(TITLE)
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gr.ChatInterface(
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fn=generate_response,
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chatbot=chatbot,
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fill_height=True,
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gr.Slider(
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minimum=0,
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maximum=1,
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step=0.1,
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value=0.7,
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label="Temperature",
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),
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gr.Slider(
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minimum=50,
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maximum=1024,
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step=1,
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value=512,
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label="Max tokens",
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),
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],
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examples=[
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["
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["
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["
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["
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],
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cache_examples=False,
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)
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@@ -102,5 +100,29 @@ with gr.Blocks(css=CSS, theme="Nymbo/Nymbo_Theme") as demo:
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clear_btn = gr.Button("Clear Conversation")
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clear_btn.click(clear_conversation, outputs=[chatbot, chatbot])
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if __name__ == "__main__":
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demo.launch()
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client = Groq(api_key=GROQ_API_KEY)
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TITLE = "<h1><center>CodeAssist AI</center></h1>"
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PLACEHOLDER = """<center><p>Hi, I'm your coding assistant. Ask me anything about programming!</p></center>"""
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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: purple !important;
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border-radius: 100vh !important;
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}
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h3 {
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text-align: center;
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}
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button {
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background-color: purple !important;
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}
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footer {
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text-align: center;
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padding: 10px;
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position: fixed;
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left: 0;
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bottom: 0;
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width: 100%;
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background-color: #f0f0f0;
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}
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"""
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FOOTER_TEXT = """
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<footer>
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<p>If you enjoyed the functionality of the app, please leave a like!<br>
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Check out more on <a href="https://www.linkedin.com/in/girish-wangikar/" target="_blank">LinkedIn</a> |
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<a href="https://girishwangikar.github.io/Girish_Wangikar_Portfolio.github.io/" target="_blank">Portfolio</a></p>
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</footer>
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"""
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def generate_response(
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message: str,
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history: list,
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system_prompt: str,
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temperature: float = 0.5,
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max_tokens: int = 512
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):
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conversation = [
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]
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for prompt, answer in history:
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conversation.extend([
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{"role": "user", "content": prompt},
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{"role": "assistant", "content": answer},
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])
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conversation.append({"role": "user", "content": message})
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response = client.chat.completions.create(
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chatbot = gr.Chatbot(height=600, placeholder=PLACEHOLDER)
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with gr.Blocks(css=CSS, theme="GSW") as demo:
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gr.HTML(TITLE)
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chat_interface = gr.ChatInterface(
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fn=generate_response,
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chatbot=chatbot,
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fill_height=True,
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textbox=gr.Textbox(
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placeholder="Type a message",
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container=False,
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scale=7,
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lines=3
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),
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examples=[
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["What are Python generators, and how do I use them effectively in my code?"],
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["Can you explain the different types of SQL joins with examples?"],
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["How do I calculate the time complexity of a function? Explain with example"],
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["Explain this code to me: [paste your code here]"],
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],
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cache_examples=False,
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)
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clear_btn = gr.Button("Clear Conversation")
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clear_btn.click(clear_conversation, outputs=[chatbot, chatbot])
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with gr.Accordion("⚙️ Parameters", open=False):
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system_prompt = gr.Textbox(
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value="You are a helpful coding assistant, specialized in code completion, debugging, and analysis. Provide concise and accurate responses.",
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label="System Prompt",
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)
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temperature = gr.Slider(
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minimum=0,
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maximum=1,
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step=0.1,
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value=0.7,
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label="Temperature",
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)
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max_tokens = gr.Slider(
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minimum=50,
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maximum=1024,
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step=1,
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value=512,
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label="Max tokens",
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)
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chat_interface.additional_inputs = [system_prompt, temperature, max_tokens]
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gr.HTML(FOOTER_TEXT)
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if __name__ == "__main__":
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demo.launch()
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