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Create app.py
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app.py
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import gradio as gr
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import openai
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# Load environment variables from .env file
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load_dotenv()
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# Set your OpenAI API key
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openai.api_key = os.getenv('OPENAI_API_KEY')
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assistant_id=os.getenv('ASSISTANT_ID')
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# Initialize OpenAI client
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client = openai.OpenAI(api_key=openai.api_key)
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# Function to interact with OpenAI Assistant
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def ask_openai(question):
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# Step 2: Create a Thread
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thread = client.beta.threads.create()
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# Step 3: Add a Message to a Thread
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client.beta.threads.messages.create(
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thread_id=thread.id,
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role="user",
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content=question
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)
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# Step 4: Run the Assistant
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run = client.beta.threads.runs.create(
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thread_id=thread.id,
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)
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# Step 5: Check the Run status
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run = client.beta.threads.runs.retrieve(
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thread_id=thread.id,
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run_id=run.id
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)
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# Step 6: Display the Assistant's Response
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messages = client.beta.threads.messages.list(
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thread_id=thread.id
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)
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# Extracting the assistant's response
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response = next((msg for msg in messages['data'] if msg['role'] == 'assistant'), None)
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return response['content'][0]['text']['value'] if response else "No response."
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# Create Gradio Interface
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iface = gr.Interface(
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fn=ask_openai,
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inputs=gr.inputs.Textbox(lines=2, placeholder="Ask a question..."),
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outputs="text",
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title="OpenAI Assistant",
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description="Ask any question to the OpenAI Assistant!"
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)
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# Run the Gradio app
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iface.launch()
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