refactor: distribute imports to relevant cells in conflict detection notebook

cookbook/introduction/17_Conflict_Detection_and_Resolution.ipynb

@@ -48,14 +48,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from semantica.conflicts import (\n",
-    "    ConflictDetector,\n",
-    "    ConflictResolver,\n",
-    "    SourceTracker,\n",
-    "    ConflictAnalyzer,\n",
-    "    InvestigationGuideGenerator,\n",
-    "    ResolutionStrategy\n",
-    ")\n",
     "import json\n",
     "from datetime import datetime"
    ]
@@ -152,6 +144,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from semantica.conflicts import SourceTracker\n\n",
     "source_tracker = SourceTracker()\n",
     "\n",
     "print(\"Registering sources...\")\n",
@@ -201,6 +194,7 @@
     }
    ],
    "source": [
+    "from semantica.conflicts import ConflictDetector\n\n",
     "# Initialize detector with our populated source tracker\n",
     "detector = ConflictDetector(source_tracker=source_tracker)\n",
     "\n",
@@ -251,6 +245,7 @@
     }
    ],
    "source": [
+    "from semantica.conflicts import ConflictAnalyzer\n\n",
     "analyzer = ConflictAnalyzer()\n",
     "analysis = analyzer.analyze_conflicts(conflicts)\n",
     "\n",
@@ -287,6 +282,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from semantica.conflicts import ConflictResolver, ResolutionStrategy\n\n",
     "resolver = ConflictResolver()\n",
     "\n",
     "# CRITICAL: Link the source tracker to the resolver.\n",
@@ -325,6 +321,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from semantica.conflicts import InvestigationGuideGenerator\n\n",
     "guide_generator = InvestigationGuideGenerator()\n",
     "\n",
     "# Generate a guide for the first conflict (birth_date)\n",
@@ -381,4 +378,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}