Refactor: Rename Adapter to Store across Vector, Graph, and Triplet stores. Update docs and tests.

update_codebase_refs.py

@@ -0,0 +1,57 @@
+import os
+
+replacements = [
+    ("Adapter Pattern", "Backend Pattern"),
+    ("Store Adapters", "Store Backends"),
+    ("Store Adapter", "Store Backend"),
+    ("FAISSAdapter", "FAISSStore"),
+    ("MilvusAdapter", "MilvusStore"),
+    ("QdrantAdapter", "QdrantStore"),
+    ("WeaviateAdapter", "WeaviateStore"),
+    ("Neo4jAdapter", "Neo4jStore"),
+    ("FalkorDBAdapter", "FalkorDBStore"),
+    ("BlazegraphAdapter", "BlazegraphStore"),
+    ("JenaAdapter", "JenaStore"),
+    ("RDF4JAdapter", "RDF4JStore"),
+    ("VirtuosoAdapter", "VirtuosoStore"),
+    ("faiss_adapter", "faiss_store"),
+    ("milvus_adapter", "milvus_store"),
+    ("qdrant_adapter", "qdrant_store"),
+    ("weaviate_adapter", "weaviate_store"),
+    ("neo4j_adapter", "neo4j_store"),
+    ("falkordb_adapter", "falkordb_store"),
+    ("blazegraph_adapter", "blazegraph_store"),
+    ("jena_adapter", "jena_store"),
+    ("rdf4j_adapter", "rdf4j_store"),
+    ("virtuoso_adapter", "virtuoso_store"),
+    ("store_adapter", "store_backend"),
+]
+
+files = [
+    "semantica/vector_store/__init__.py",
+    "semantica/graph_store/__init__.py",
+    "semantica/vector_store/vector_store_usage.md",
+    "semantica/graph_store/graph_store_usage.md",
+    "semantica/triplet_store/triplet_store_usage.md",
+    "tests/test_graph_store.py",
+    "tests/vector_store/test_pinecone_removal.py",
+    "cookbook/introduction/20_Triplet_Store.ipynb",
+]
+
+for file_path in files:
+    if os.path.exists(file_path):
+        with open(file_path, 'r', encoding='utf-8') as f:
+            content = f.read()
+        
+        original_content = content
+        for old, new in replacements:
+            content = content.replace(old, new)
+        
+        if content != original_content:
+            with open(file_path, 'w', encoding='utf-8') as f:
+                f.write(content)
+            print(f"Updated {file_path}")
+        else:
+            print(f"No changes in {file_path}")
+    else:
+        print(f"File not found: {file_path}")