Create app.py

app.py

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+import gradio as gr
+from metrology_rag import MetrologyRAGPipeline  # Assuming your code is in a file named metrology_rag.py
+
+# Initialize the pipeline
+rag_pipeline = MetrologyRAGPipeline()
+
+# Function to handle user queries
+def process_query(query, pdf_files):
+    # If PDF files are uploaded, load them into the pipeline
+    if pdf_files:
+        pdf_paths = [file.name for file in pdf_files]  # Gradio uploads files to temporary paths
+        rag_pipeline.load_pdfs(pdf_paths=pdf_paths)
+    
+    # Process the query and return the response
+    response = rag_pipeline.query(query)
+    return response
+
+# Define the Gradio interface
+interface = gr.Interface(
+    fn=process_query,
+    inputs=[
+        gr.Textbox(label="Digite sua pergunta sobre metrologia", placeholder="Ex: Avaliação do certificado de calibração..."),
+        gr.File(label="Carregar arquivos PDF (opcional)", file_count="multiple", type="file")
+    ],
+    outputs=gr.Textbox(label="Resposta do Agente de Metrologia"),
+    title="Agente de Metrologia Avançado",
+    description="Faça perguntas técnicas sobre metrologia e carregue PDFs para análise (ex.: certificados, normas).",
+    theme="default"
+)
+
+# Launch the app
+if __name__ == "__main__":
+    interface.launch()