feat: implement TTS, Document processing, and Memory Service /facts API

- TTS: xtts-v2 integration with voice cloning support
- Document: docling integration for PDF/DOCX/PPTX processing
- Memory Service: added /facts/upsert, /facts/{key}, /facts endpoints
- Added required dependencies (TTS, docling)

infrastructure/deployment/swapper-service-node3.yaml

@@ -0,0 +1,145 @@
+---
+# Swapper Service Deployment для NODE3 (K8s)
+# Threadripper PRO + RTX 3090 24GB - GPU-intensive workloads
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: swapper-service-node3
+  namespace: daarion
+  labels:
+    app: swapper-service
+    component: llm-manager
+    node: node-3
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: swapper-service
+      node: node-3
+  template:
+    metadata:
+      labels:
+        app: swapper-service
+        component: llm-manager
+        node: node-3
+    spec:
+      nodeSelector:
+        kubernetes.io/hostname: node3-daarion
+      containers:
+        - name: swapper
+          image: ghcr.io/daarion-dao/swapper-service:latest
+          ports:
+            - containerPort: 8890
+              name: http
+            - containerPort: 8891
+              name: metrics
+          env:
+            - name: OLLAMA_HOST
+              value: "http://ollama-service:11434"
+            - name: SWAPPER_CONFIG_PATH
+              value: "/etc/swapper/swapper_config.yaml"
+            - name: NODE_ID
+              value: "node-3-threadripper-rtx3090"
+            - name: GPU_ENABLED
+              value: "true"
+          volumeMounts:
+            - name: swapper-config
+              mountPath: /etc/swapper
+          resources:
+            requests:
+              memory: "1Gi"
+              cpu: "500m"
+            limits:
+              memory: "4Gi"
+              cpu: "2000m"
+          # GPU support for RTX 3090
+          resources:
+            requests:
+              nvidia.com/gpu: 1
+            limits:
+              nvidia.com/gpu: 1
+          livenessProbe:
+            httpGet:
+              path: /health
+              port: 8890
+            initialDelaySeconds: 30
+            periodSeconds: 10
+          readinessProbe:
+            httpGet:
+              path: /health
+              port: 8890
+            initialDelaySeconds: 10
+            periodSeconds: 5
+      volumes:
+        - name: swapper-config
+          configMap:
+            name: swapper-service-config-node3
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: swapper-service-config-node3
+  namespace: daarion
+data:
+  swapper_config.yaml: |
+    # Swapper Configuration for Node #3 (AI/ML Workstation)
+    # Threadripper PRO + RTX 3090 24GB
+    swapper:
+      mode: single-active
+      max_concurrent_models: 1
+      model_swap_timeout: 300
+      gpu_enabled: true
+      metal_acceleration: false  # NVIDIA GPU
+      default_model: qwen3-8b
+    
+    models:
+      # Primary LLM - Qwen3 8B (High Priority)
+      qwen3-8b:
+        path: ollama:qwen3:8b
+        type: llm
+        size_gb: 4.87
+        priority: high
+        description: "Primary LLM for general tasks"
+      
+      # Vision Model - Qwen3-VL 8B (High Priority)
+      qwen3-vl-8b:
+        path: ollama:qwen3-vl:8b
+        type: vision
+        size_gb: 5.72
+        priority: high
+        description: "Vision model for image processing"
+      
+      # Large models for GPU-intensive tasks
+      qwen2.5-7b-instruct:
+        path: ollama:qwen2.5:7b-instruct
+        type: llm
+        size_gb: 4.36
+        priority: high
+        description: "Qwen2.5 7B Instruct"
+    
+    storage:
+      models_dir: /app/models
+      cache_dir: /app/cache
+      swap_dir: /app/swap
+    
+    ollama:
+      url: http://ollama-service:11434
+      timeout: 300
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: swapper-service-node3
+  namespace: daarion
+spec:
+  selector:
+    app: swapper-service
+    node: node-3
+  ports:
+    - name: http
+      port: 8890
+      targetPort: 8890
+    - name: metrics
+      port: 8891
+      targetPort: 8891
+  type: ClusterIP