Create app.py
Browse files
app.py
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import gradio as gr
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import requests
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import os
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GROQ_API_KEY = "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"
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HEADERS = {"Authorization": f"Bearer {GROQ_API_KEY}"}
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suggested_questions = [
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"How is my TFSA performing?",
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"What are some good stock picks?",
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"Compare investment strategies.",
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"Analyze stock volatility."
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]
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def ask_groq(query, language="English"):
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api_url = "https://api.groq.com/v1/chat/completions"
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payload = {
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"model": "groq-llm", # Replace with actual Groq model name
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"messages": [{"role": "user", "content": query}],
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"max_tokens": 200,
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"temperature": 0.7
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}
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response = requests.post(api_url, headers=HEADERS, json=payload)
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if response.status_code == 200:
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reply = response.json().get("choices", [{}])[0].get("message", {}).get("content", "No response.")
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return f"{reply}\n\n(Language: {language})"
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else:
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return "Error: Could not retrieve response."
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def chatbot(user_input, language="English"):
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if user_input in suggested_questions:
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return ask_groq(user_input, language)
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return ask_groq(user_input, language)
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with gr.Blocks() as demo:
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gr.Markdown("# TFSA Investment Chatbot 💰")
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language = gr.Radio(["English", "Français"], label="Select Language", value="English")
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with gr.Row():
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input_text = gr.Textbox(label="Ask a question", placeholder="Type your question here...")
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submit_btn = gr.Button("Ask")
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response_output = gr.Textbox(label="Response", interactive=False)
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gr.Markdown("### Suggested Questions:")
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btns = [gr.Button(q) for q in suggested_questions]
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# Event Listeners
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submit_btn.click(fn=chatbot, inputs=[input_text, language], outputs=response_output)
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for btn in btns:
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btn.click(fn=chatbot, inputs=[btn, language], outputs=response_output)
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if __name__ == "__main__":
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demo.launch()
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