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8ea927a
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Parent(s):
850424f
Create app.py
Browse files
app.py
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import gradio as gr
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import os
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import openai
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# Defina sua chave da API OpenAI
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api_key = None
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def create_knowledge_graph(user_input):
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global api_key
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if not api_key:
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return "Por favor, insira sua chave da API OpenAI."
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# Configurar a chamada para a API OpenAI
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openai.api_key = api_key
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response = openai.ChatCompletion.create(
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model="gpt-3.5-turbo-16k",
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messages=[
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{
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"role": "user",
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"content": f"Help me understand following by describing as a detailed knowledge graph: {user_input}",
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}
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],
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functions=[
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{
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"name": "knowledge_graph",
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"description": "Generate a knowledge graph with entities and relationships...",
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"parameters": {
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"type": "object",
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"properties": {
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"metadata": {
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"type": "object",
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"properties": {
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"createdDate": {"type": "string"},
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"lastUpdated": {"type": "string"},
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"description": {"type": "string"},
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},
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},
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"nodes": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"id": {"type": "string"},
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"label": {"type": "string"},
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"type": {"type": "string"},
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"color": {"type": "string"},
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"properties": {
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"type": "object",
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"description": "Additional attributes for the node",
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},
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},
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"required": [
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"id",
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"label",
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"type",
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"color",
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],
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},
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},
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"edges": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"from": {"type": "string"},
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"to": {"type": "string"},
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"relationship": {"type": "string"},
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"direction": {"type": "string"},
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"color": {"type": "string"},
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"properties": {
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"type": "object",
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"description": "Additional attributes for the edge",
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},
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},
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"required": [
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"from",
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"to",
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"relationship",
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"color",
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],
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},
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},
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},
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"required": ["nodes", "edges"],
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},
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}
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],
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function_call={"name": "knowledge_graph"},
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)
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response_data = response.choices[0]["message"]["function_call"]["arguments"]
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return response_data
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# Defina a interface Gradio
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iface = gr.Interface(
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fn=create_knowledge_graph,
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inputs=gr.Textbox("Texto para criar o gráfico de conhecimento:"),
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outputs=gr.Image(type="pil"), # Imagem de saída para o gráfico
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live=True,
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)
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if __name__ == "__main__":
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iface.launch()
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