app.py

import gradio as gr
import openai
import numpy as np


def calc_distance(text1, text2) -> str:
    text1_emb = openai.Embedding.create(input=text1, model="text-embedding-ada-002")
    text2_emb = openai.Embedding.create(input=text2, model="text-embedding-ada-002")

    text1_emb = np.array(text1_emb)
    text2_emb = np.array(text2_emb)

    distance = np.linalg.norm(text1_emb-text2_emb)
    return str(distance)


with gr.Blocks() as b:
    with gr.Row():
        with gr.Column():
            text1 = gr.TextArea(label="Text 1")
            text2 = gr.TextArea(label="Text 2")
            btn = gr.Button("Calculate")

        output = gr.outputs.Label(label="Distance")

    btn.click(inputs=(text1, text2), outputs=output)


b.launch()