diff --git a/ai/gen-ai-agents/custom_rag_agent/agent_state.py b/ai/gen-ai-agents/custom-rag-agent/agent_state.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/agent_state.py rename to ai/gen-ai-agents/custom-rag-agent/agent_state.py diff --git a/ai/gen-ai-agents/custom_rag_agent/answer_generator.py b/ai/gen-ai-agents/custom-rag-agent/answer_generator.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/answer_generator.py rename to ai/gen-ai-agents/custom-rag-agent/answer_generator.py diff --git a/ai/gen-ai-agents/custom_rag_agent/assistant_ui_langgraph.py b/ai/gen-ai-agents/custom-rag-agent/assistant_ui_langgraph.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/assistant_ui_langgraph.py rename to ai/gen-ai-agents/custom-rag-agent/assistant_ui_langgraph.py diff --git a/ai/gen-ai-agents/custom_rag_agent/bm25_search.py b/ai/gen-ai-agents/custom-rag-agent/bm25_search.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/bm25_search.py rename to ai/gen-ai-agents/custom-rag-agent/bm25_search.py diff --git a/ai/gen-ai-agents/custom_rag_agent/chunk_index_utils.py b/ai/gen-ai-agents/custom-rag-agent/chunk_index_utils.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/chunk_index_utils.py rename to ai/gen-ai-agents/custom-rag-agent/chunk_index_utils.py diff --git a/ai/gen-ai-agents/custom_rag_agent/config.py b/ai/gen-ai-agents/custom-rag-agent/config.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/config.py rename to ai/gen-ai-agents/custom-rag-agent/config.py diff --git a/ai/gen-ai-agents/custom_rag_agent/config_private_template.py b/ai/gen-ai-agents/custom-rag-agent/config_private_template.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/config_private_template.py rename to ai/gen-ai-agents/custom-rag-agent/config_private_template.py diff --git a/ai/gen-ai-agents/custom_rag_agent/content_moderation.py b/ai/gen-ai-agents/custom-rag-agent/content_moderation.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/content_moderation.py rename to ai/gen-ai-agents/custom-rag-agent/content_moderation.py diff --git a/ai/gen-ai-agents/custom_rag_agent/custom_rest_embeddings.py b/ai/gen-ai-agents/custom-rag-agent/custom_rest_embeddings.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/custom_rest_embeddings.py rename to ai/gen-ai-agents/custom-rag-agent/custom_rest_embeddings.py diff --git a/ai/gen-ai-agents/custom_rag_agent/db_utils.py b/ai/gen-ai-agents/custom-rag-agent/db_utils.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/db_utils.py rename to ai/gen-ai-agents/custom-rag-agent/db_utils.py diff --git a/ai/gen-ai-agents/custom_rag_agent/jwt_utils.py b/ai/gen-ai-agents/custom-rag-agent/jwt_utils.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/jwt_utils.py rename to ai/gen-ai-agents/custom-rag-agent/jwt_utils.py diff --git a/ai/gen-ai-agents/custom_rag_agent/mcp_explorer.py b/ai/gen-ai-agents/custom-rag-agent/mcp_explorer.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/mcp_explorer.py rename to ai/gen-ai-agents/custom-rag-agent/mcp_explorer.py diff --git a/ai/gen-ai-agents/custom_rag_agent/mcp_semantic_search.py b/ai/gen-ai-agents/custom-rag-agent/mcp_semantic_search.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/mcp_semantic_search.py rename to ai/gen-ai-agents/custom-rag-agent/mcp_semantic_search.py diff --git a/ai/gen-ai-agents/custom_rag_agent/mcp_semantic_search_stdio.py b/ai/gen-ai-agents/custom-rag-agent/mcp_semantic_search_stdio.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/mcp_semantic_search_stdio.py rename to ai/gen-ai-agents/custom-rag-agent/mcp_semantic_search_stdio.py diff --git a/ai/gen-ai-agents/custom_rag_agent/mcp_semantic_search_with_iam.py b/ai/gen-ai-agents/custom-rag-agent/mcp_semantic_search_with_iam.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/mcp_semantic_search_with_iam.py rename to ai/gen-ai-agents/custom-rag-agent/mcp_semantic_search_with_iam.py diff --git a/ai/gen-ai-agents/custom_rag_agent/nvidia_test01.py b/ai/gen-ai-agents/custom-rag-agent/nvidia_test01.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/nvidia_test01.py rename to ai/gen-ai-agents/custom-rag-agent/nvidia_test01.py diff --git a/ai/gen-ai-agents/custom_rag_agent/nvidia_test02.py b/ai/gen-ai-agents/custom-rag-agent/nvidia_test02.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/nvidia_test02.py rename to ai/gen-ai-agents/custom-rag-agent/nvidia_test02.py diff --git a/ai/gen-ai-agents/custom_rag_agent/oci_jwt_client.py b/ai/gen-ai-agents/custom-rag-agent/oci_jwt_client.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/oci_jwt_client.py rename to ai/gen-ai-agents/custom-rag-agent/oci_jwt_client.py diff --git a/ai/gen-ai-agents/custom_rag_agent/oci_models.py b/ai/gen-ai-agents/custom-rag-agent/oci_models.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/oci_models.py rename to ai/gen-ai-agents/custom-rag-agent/oci_models.py diff --git a/ai/gen-ai-agents/custom_rag_agent/prompts.py b/ai/gen-ai-agents/custom-rag-agent/prompts.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/prompts.py rename to ai/gen-ai-agents/custom-rag-agent/prompts.py diff --git a/ai/gen-ai-agents/custom_rag_agent/query_rewriter.py b/ai/gen-ai-agents/custom-rag-agent/query_rewriter.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/query_rewriter.py rename to ai/gen-ai-agents/custom-rag-agent/query_rewriter.py diff --git a/ai/gen-ai-agents/custom_rag_agent/rag_agent.py b/ai/gen-ai-agents/custom-rag-agent/rag_agent.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/rag_agent.py rename to ai/gen-ai-agents/custom-rag-agent/rag_agent.py diff --git a/ai/gen-ai-agents/custom_rag_agent/rag_agent_api.py b/ai/gen-ai-agents/custom-rag-agent/rag_agent_api.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/rag_agent_api.py rename to ai/gen-ai-agents/custom-rag-agent/rag_agent_api.py diff --git a/ai/gen-ai-agents/custom_rag_agent/rag_feedback.py b/ai/gen-ai-agents/custom-rag-agent/rag_feedback.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/rag_feedback.py rename to ai/gen-ai-agents/custom-rag-agent/rag_feedback.py diff --git a/ai/gen-ai-agents/custom_rag_agent/requirements.txt b/ai/gen-ai-agents/custom-rag-agent/requirements.txt similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/requirements.txt rename to ai/gen-ai-agents/custom-rag-agent/requirements.txt diff --git a/ai/gen-ai-agents/custom_rag_agent/reranker.py b/ai/gen-ai-agents/custom-rag-agent/reranker.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/reranker.py rename to ai/gen-ai-agents/custom-rag-agent/reranker.py diff --git a/ai/gen-ai-agents/custom_rag_agent/test_iam_for_jwt.py b/ai/gen-ai-agents/custom-rag-agent/test_iam_for_jwt.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/test_iam_for_jwt.py rename to ai/gen-ai-agents/custom-rag-agent/test_iam_for_jwt.py diff --git a/ai/gen-ai-agents/custom_rag_agent/test_mcp_list_collection.py b/ai/gen-ai-agents/custom-rag-agent/test_mcp_list_collection.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/test_mcp_list_collection.py rename to ai/gen-ai-agents/custom-rag-agent/test_mcp_list_collection.py diff --git a/ai/gen-ai-agents/custom_rag_agent/test_mcp_list_collection_with_oci_iam.py b/ai/gen-ai-agents/custom-rag-agent/test_mcp_list_collection_with_oci_iam.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/test_mcp_list_collection_with_oci_iam.py rename to ai/gen-ai-agents/custom-rag-agent/test_mcp_list_collection_with_oci_iam.py diff --git a/ai/gen-ai-agents/custom_rag_agent/test_mcp_semantic_search.py b/ai/gen-ai-agents/custom-rag-agent/test_mcp_semantic_search.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/test_mcp_semantic_search.py rename to ai/gen-ai-agents/custom-rag-agent/test_mcp_semantic_search.py diff --git a/ai/gen-ai-agents/custom_rag_agent/utils.py b/ai/gen-ai-agents/custom-rag-agent/utils.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/utils.py rename to ai/gen-ai-agents/custom-rag-agent/utils.py diff --git a/ai/gen-ai-agents/custom_rag_agent/vector_search.py b/ai/gen-ai-agents/custom-rag-agent/vector_search.py similarity index 100% rename from ai/gen-ai-agents/custom_rag_agent/vector_search.py rename to ai/gen-ai-agents/custom-rag-agent/vector_search.py