feat: Integrate ConflictDetector into RetrievalAPI

- Add import and initialization of ConflictDetector ('Bob the Skeptic') for conflict detection
- Incorporate conflict_detector into RetrievalAPI constructor
- Update retrieval examples with adjusted use_hybrid flags and added labels for better demo clarity

app.py

@@ -21,6 +21,7 @@ from warbler_cda.embeddings import EmbeddingProviderFactory
 from warbler_cda.fractalstat_rag_bridge import FractalStatRAGBridge
 from warbler_cda.semantic_anchors import SemanticAnchorGraph
 from warbler_cda.pack_loader import PackLoader
+from warbler_cda.conflict_detector import ConflictDetector  # Add Bob the Skeptic
 
 # Initialize the system
 print("🚀 Initializing Warbler CDA...")
@@ -43,14 +44,19 @@ print("⚙️ Initializing FractalStat bridge...")
 fractalstat_bridge = FractalStatRAGBridge()
 print("✅ FractalStat bridge initialized")
 
+print("🕵️ Initializing Bob the Skeptic (conflict detector)...")
+bob_the_skeptic = ConflictDetector(embedding_provider=embedding_provider)
+print("✅ Bob the Skeptic initialized")
+
 print("⚙️ Creating RetrievalAPI...")
 api = RetrievalAPI(
     semantic_anchors=semantic_anchors,
     embedding_provider=embedding_provider,
     fractalstat_bridge=fractalstat_bridge,
+    conflict_detector=bob_the_skeptic,
     config={"enable_fractalstat_hybrid": True}
 )
-print("✅ RetrievalAPI initialized")
+print("✅ RetrievalAPI initialized with Bob the Skeptic")
 
 # Load packs
 print("📚 Loading Warbler packs...")
@@ -508,11 +514,13 @@ with gr.Blocks(title="Warbler CDA - FractalStat RAG") as demo:
 
         gr.Examples(
             examples=[
-                ["hello world", 5, True],
-                ["rotation dynamics of Saturn's moons", 5, True],
-                ["anything about machine learning", 10, False],
+                ["hello world", 5, False],  # Semantic search for plain English
+                ["rotation dynamics of Saturn's moons", 5, True],  # Hybrid for technical/scientific
+                ["dancing under the moon", 5, False],  # Semantic for casual queries
+                ["interplanetary approach maneuvers", 5, True],  # Hybrid for scientific terms
             ],
-            inputs=[query_input, max_results, use_hybrid]
+            inputs=[query_input, max_results, use_hybrid],
+            labels=["Plain English", "Scientific/Technical", "Casual Search", "Technical Query"]
         )
     
     with gr.Tab("System Stats"):