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Create app.py
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app.py
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import os
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import gradio as gr
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import json
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from datetime import datetime
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import openai
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# Assistant Creation function
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def create_assistant_json(uploaded_file, assistant_name, assistant_message):
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client = openai.OpenAI(api_key=os.environ["API_TOKEN"])
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# Check if a file was uploaded
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print(uploaded_file)
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df = open(uploaded_file, "rb")
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file = client.files.create(file=df,
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purpose='assistants')
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assistant = client.beta.assistants.create(
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name=assistant_name,
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instructions=assistant_message,
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model="gpt-4-0125-preview",
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tools=[
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{
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"type": "retrieval" # This adds the knowledge base as a tool
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}
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],
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file_ids=[file.id])
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return assistant.id
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# Creating the Gradio interface
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with gr.Blocks() as demo:
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gr.Markdown("## To create an OpenAI Assistant please fill in the following sections. Upload a file to give the Assistant knowledge and a focus on something outside of it's normal training. Then add an assistant name and message. The Assistant message should guide the model into in a role. An example would be, You are a helpful Asssitant who is knowledgable in the field of...")
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gr.Markdown("## After creating the ID head to [OpenAI_Assistant_Chat](https://huggingface.co/spaces/jadend/OpenAI_Assistant_Chat).")
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with gr.Row():
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file_input = gr.File(label="Upload your file", type="filepath")
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assistant_name = gr.Textbox(label="The Assistant's Name")
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assistant_message = gr.Textbox(label="Assistant Message")
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generate_button = gr.Button("Generate Your Assistant ID")
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output_id = gr.Textbox(label="Your Asssistant ID", value="")
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generate_button.click(
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fn=create_assistant_json,
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inputs=[file_input, assistant_name, assistant_message],
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outputs=output_id
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)
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if __name__ == "__main__":
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demo.launch(#enable_queue=False,
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# Creates an auth screen
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auth=lambda u, p: user_db.get(u) == p,
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auth_message="Welcome! Enter a Username and Password"
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).queue()
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