Create config.yaml

config.yaml

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+# Configuración del Sistema de IA Multimodal
+
+# Configuración de modelos
+models:
+  text_embedder: "sentence-transformers/all-MiniLM-L6-v2"
+  sentiment_analyzer: "cardiffnlp/twitter-roberta-base-sentiment-latest"
+  image_captioner: "Salesforce/blip-image-captioning-base"
+  image_classifier: "google/vit-base-patch16-224"
+  
+# Configuración de procesamiento
+processing:
+  max_text_length: 512
+  image_size: [224, 224]
+  audio_sample_rate: 16000
+  batch_size: 8
+  max_concurrent_requests: 10
+
+# Configuración de reducción dimensional
+dimensionality_reduction:
+  umap:
+    n_components: 2
+    n_neighbors: 15
+    min_dist: 0.1
+    random_state: 42
+  tsne:
+    n_components: 2
+    perplexity: 30
+    random_state: 42
+  dbscan:
+    eps: 0.5
+    min_samples: 5
+
+# Configuración de la interfaz
+interface:
+  title: "Sistema de IA Multimodal Avanzado"
+  theme: "soft"
+  max_file_size: "10MB"
+  allowed_extensions: [".jpg", ".png", ".wav", ".mp3", ".txt"]
+
+# Configuración de logging
+logging:
+  level: "INFO"
+  format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+  file: "multimodal_system.log"
+
+# Configuración de recursos
+resources:
+  gpu_memory_fraction: 0.8
+  cpu_threads: 4
+  cache_size: "1GB"