From 7626e1aa50ab0097c319bf99ba67b8434c34c74d Mon Sep 17 00:00:00 2001
From: Gerard Woods <99283778+gjwoods@users.noreply.github.com>
Date: Wed, 26 Jul 2023 10:07:22 -0700
Subject: [PATCH] [RAG] Move from text-davinci-003 to gpt-3.5 turbo (#2493)

---
 sdk/python/generative-ai/rag/TROUBLESHOOT.md                  | 2 +-
 .../rag/notebooks/mlindex_with_testgen_autoprompt.ipynb       | 4 ++--
 .../generative-ai/rag/notebooks/qa_data_generation.ipynb      | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/sdk/python/generative-ai/rag/TROUBLESHOOT.md b/sdk/python/generative-ai/rag/TROUBLESHOOT.md
index 7deab97ee9..9a81d177ff 100644
--- a/sdk/python/generative-ai/rag/TROUBLESHOOT.md
+++ b/sdk/python/generative-ai/rag/TROUBLESHOOT.md
@@ -11,7 +11,7 @@
 If a pipeline fails in llm_rag_validate_deployments component, then it indicates that the RAG pipeline is unable to access model deployments from Azure Open AI connection. Some of the common scenarios include
 
 - Incorrect API Base or Key for the Azure Open AI workspace connection.
-- Deployment for selected model name (ex. text-embedding-ada-002, text-davinci-003, gpt-35-turbo, gpt-4 etc.) does not exist on the AOAI resource.
+- Deployment for selected model name (ex. text-embedding-ada-002, gpt-35-turbo, gpt-4 etc.) does not exist on the AOAI resource.
 - Incorrect deployment name for the selected AOAI model.
 
 ## Unable to retrieve OBO tokens for resource
diff --git a/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb b/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb
index 396ca4cb91..580de20860 100644
--- a/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/mlindex_with_testgen_autoprompt.ipynb
@@ -7,7 +7,7 @@
    "outputs": [],
    "source": [
     "%pip install azure-ai-ml\n",
-    "%pip install -U 'azureml-rag[faiss]>=0.1.11'"
+    "%pip install -U 'azureml-rag[faiss]>=0.1.14'"
    ]
   },
   {
@@ -193,7 +193,7 @@
     "\n",
     "\n",
     "aoai_embedding_model_name = \"text-embedding-ada-002\"\n",
-    "aoai_completion_model_name = \"text-davinci-003\"\n",
+    "aoai_completion_model_name = \"gpt-35-turbo\"\n",
     "\n",
     "aoai_embedding_deployment_name = deployment_infer(aoai_embedding_model_name)\n",
     "print(\n",
diff --git a/sdk/python/generative-ai/rag/notebooks/qa_data_generation.ipynb b/sdk/python/generative-ai/rag/notebooks/qa_data_generation.ipynb
index 9c713c6544..ad43d01fce 100644
--- a/sdk/python/generative-ai/rag/notebooks/qa_data_generation.ipynb
+++ b/sdk/python/generative-ai/rag/notebooks/qa_data_generation.ipynb
@@ -8,7 +8,7 @@
    "outputs": [],
    "source": [
     "%pip install azure-ai-ml\n",
-    "%pip install -U 'azureml-rag[faiss]>=0.1.11'"
+    "%pip install -U 'azureml-rag[faiss]>=0.1.14'"
    ]
   },
   {