adding index to ck faiss for embeddings

embeddings.py

@@ -87,3 +87,9 @@ for name, dataset in datasets.items():
     embeddings = create_embeddings(name, dataset)
     index = save_embeddings_to_faiss(embeddings)
     print(f"Embeddings for {name} saved to FAISS.")
+
+
+# ✅ Check FAISS index after saving
+index = faiss.read_index("my_embeddings")  # Load the index
+print(f"📊 FAISS index contains {index.ntotal} vectors.")  # Check how many embeddings were stored
+