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seawolf2357
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Parent(s):
8bc41cb
Create app.py
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app.py
ADDED
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# app.py
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import gradio as gr
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import pandas as pd
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# 데이터를 pandas DataFrame으로 변환
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mockData = [
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{
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'provider': 'OpenAI',
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'uri': 'https://openai.com/api/pricing/',
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'models': [
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{'name': 'GPT-4o', 'inputPrice': 5.0, 'outputPrice': 15.0},
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{'name': 'GPT-4 (8K)', 'inputPrice': 30.0, 'outputPrice': 60.0},
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{'name': 'GPT-4 Turbo', 'inputPrice': 10.0, 'outputPrice': 30.0},
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{'name': 'GPT-3.5-turbo', 'inputPrice': 0.5, 'outputPrice': 1.5},
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],
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},
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{
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'provider': 'Anthropic',
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'uri': 'https://www.anthropic.com/pricing',
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'models': [
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{'name': 'Claude 3 (Opus)', 'inputPrice': 15.0, 'outputPrice': 75.0},
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{'name': 'Claude 3.5 (Sonnet)', 'inputPrice': 3.0, 'outputPrice': 15.0},
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{'name': 'Claude 3 (Haiku)', 'inputPrice': 0.25, 'outputPrice': 1.25},
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],
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},
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{
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'provider': 'Google',
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'uri': 'https://ai.google.dev/pricing?hl=en',
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'models': [
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{'name': 'Gemini 1.5 Pro', 'inputPrice': 3.5, 'outputPrice': 7.0},
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{'name': 'Gemini 1.5 Flash', 'inputPrice': 0.35, 'outputPrice': 0.7},
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],
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},
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{
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'provider': 'Cohere',
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'uri': 'https://cohere.com/pricing',
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'models': [
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{'name': 'Command R+', 'inputPrice': 3.0, 'outputPrice': 15.0},
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{'name': 'Command R', 'inputPrice': 0.5, 'outputPrice': 1.5},
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],
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},
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{
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'provider': 'Mistral',
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'uri': 'https://docs.mistral.ai/platform/pricing',
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'models': [
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{'name': 'mistral-large-2402', 'inputPrice': 4.0, 'outputPrice': 12.0},
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{'name': 'codestral-2405', 'inputPrice': 1.0, 'outputPrice': 3.0},
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{'name': 'Mixtral 8x22B', 'inputPrice': 2.0, 'outputPrice': 6.0},
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.7, 'outputPrice': 0.7},
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],
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},
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{
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'provider': 'Deepspeek',
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'uri': 'https://platform.deepseek.com/api-docs/pricing/',
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'models': [
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{'name': 'deepseek-chat', 'inputPrice': 0.14, 'outputPrice': 0.28},
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{'name': 'deepseek-coder', 'inputPrice': 0.14, 'outputPrice': 0.28},
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],
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},
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{
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'provider': 'Anyscale',
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'uri': 'https://www.anyscale.com/pricing-detail',
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'models': [
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.5, 'outputPrice': 0.5},
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{'name': 'Llama 3 70b', 'inputPrice': 1.0, 'outputPrice': 1.0},
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],
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},
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{
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'provider': 'Together.AI',
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'uri': 'https://www.together.ai/pricing',
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'models': [
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.6, 'outputPrice': 0.6},
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{'name': 'Llama 3 70b', 'inputPrice': 0.9, 'outputPrice': 0.9},
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],
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},
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{
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'provider': 'Replicate',
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'uri': 'https://replicate.com/pricing',
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'models': [
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{'name': 'Llama 3 70b', 'inputPrice': 0.65, 'outputPrice': 2.75},
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.30, 'outputPrice': 1.00},
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],
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},
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{
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'provider': 'IBM WatsonX',
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'uri': 'https://www.ibm.com/products/watsonx-ai/foundation-models',
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'models': [
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{'name': 'Llama 3 70b', 'inputPrice': 1.80, 'outputPrice': 1.80},
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],
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},
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{
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'provider': 'Groq',
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'uri': 'https://wow.groq.com/',
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'models': [
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{'name': 'Llama 3 70b', 'inputPrice': 0.59, 'outputPrice': 0.79},
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.24, 'outputPrice': 0.24},
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],
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},
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{
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'provider': 'Fireworks',
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'uri': 'https://fireworks.ai/pricing',
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'models': [
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{'name': 'Llama 3 70b', 'inputPrice': 0.90, 'outputPrice': 0.90},
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.50, 'outputPrice': 0.50},
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],
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},
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{
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'provider': '01.ai',
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'uri': 'https://platform.01.ai/docs#models-and-pricing',
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'models': [
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{'name': 'Yi-Large', 'inputPrice': 3.00, 'outputPrice': 3.00},
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],
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},
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{
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'provider': 'Perplexity',
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'uri': 'https://docs.perplexity.ai/docs/pricing',
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'models': [
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{'name': 'Llama 3 70b', 'inputPrice': 1.0, 'outputPrice': 1.0},
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{'name': 'Mixtral 8x7B', 'inputPrice': 0.60, 'outputPrice': 0.60},
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],
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},
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{
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'provider': 'OpenFreeAI',
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'uri': 'https://discord.gg/openfreeai',
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'models': [
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{'name': 'kAI', 'inputPrice': 0, 'outputPrice': 0},
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{'name': 'Llama 3 70b', 'inputPrice': 0, 'outputPrice': 0},
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{'name': 'Llama 3 8b', 'inputPrice': 0, 'outputPrice': 0},
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{'name': 'Mixtral 8x7B', 'inputPrice': 0, 'outputPrice': 0},
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],
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},
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{
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'provider': 'Writer',
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'uri': 'https://dev.writer.com/home/pricing',
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'models': [
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{'name': 'Palmyra X 003', 'inputPrice': 7.50, 'outputPrice': 22.50},
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{'name': 'Palmyra X 32k', 'inputPrice': 1.0, 'outputPrice': 2.0},
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{'name': 'Palmyra X 002', 'inputPrice': 1.0, 'outputPrice': 2.0},
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{'name': 'Palmyra X 002 32k', 'inputPrice': 1.0, 'outputPrice': 2.0}
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],
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}
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]
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# DataFrame으로 변환
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data = []
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for provider in mockData:
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for model in provider['models']:
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total_price = model['inputPrice'] + model['outputPrice']
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data.append({
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'Provider': provider['provider'],
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'URI': provider['uri'],
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'Model': model['name'],
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'Input Price': model['inputPrice'],
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'Output Price': model['outputPrice'],
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'Total Price': total_price
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})
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df = pd.DataFrame(data)
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# 정렬 함수
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def sort_data(column, ascending):
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sorted_df = df.sort_values(by=column, ascending=ascending)
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return sorted_df
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# Gradio 인터페이스 설정
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with gr.Blocks() as demo:
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gr.Markdown("# AI 모델 가격 비교")
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with gr.Row():
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column = gr.Dropdown(choices=df.columns.tolist(), label="정렬할 컬럼 선택")
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ascending = gr.Checkbox(label="오름차순", value=True)
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sort_button = gr.Button("정렬")
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table = gr.Dataframe(value=df, interactive=True)
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def update_table(column, ascending):
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sorted_df = sort_data(column, ascending)
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return sorted_df
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sort_button.click(update_table, inputs=[column, ascending], outputs=table)
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# 애플리케이션 실행
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if __name__ == "__main__":
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demo.launch()
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