chore: RAG Fixed typos in rag_store

PiperOrigin-RevId: 702387440

Author: vertex-sdk-bot

vertexai/rag/rag_store.py

@@ -103,10 +103,10 @@ def __init__(
             )
 
         # If rag_retrieval_config is not specified, set it to default values.
-        api_retrival_config = aiplatform_v1.RagRetrievalConfig()
+        api_retrieval_config = aiplatform_v1.RagRetrievalConfig()
         # If rag_retrieval_config is specified, populate the default config.
         if rag_retrieval_config:
-            api_retrival_config.top_k = rag_retrieval_config.top_k
+            api_retrieval_config.top_k = rag_retrieval_config.top_k
             # Set vector_distance_threshold to config value if specified
             if rag_retrieval_config.filter:
                 # Check if both vector_distance_threshold and
@@ -121,10 +121,10 @@ def __init__(
                         " vector_similarity_threshold can be specified at a time"
                         " in rag_retrieval_config."
                     )
-                api_retrival_config.filter.vector_distance_threshold = (
+                api_retrieval_config.filter.vector_distance_threshold = (
                     rag_retrieval_config.filter.vector_distance_threshold
                 )
-                api_retrival_config.filter.vector_similarity_threshold = (
+                api_retrieval_config.filter.vector_similarity_threshold = (
                     rag_retrieval_config.filter.vector_similarity_threshold
                 )
 
@@ -135,10 +135,10 @@ def __init__(
             )
             self._raw_vertex_rag_store = gapic_tool_types.VertexRagStore(
                 rag_resources=[gapic_rag_resource],
-                rag_retreival_config=api_retrival_config,
+                rag_retrieval_config=api_retrieval_config,
             )
         else:
             self._raw_vertex_rag_store = gapic_tool_types.VertexRagStore(
                 rag_corpora=[rag_corpus_name],
-                rag_retreival_config=api_retrival_config,
+                rag_retrieval_config=api_retrieval_config,
             )