Update BedrockTextToSql_for_Athena.ipynb

Added a note about readme for clarification

Author: gozburak

BedrockTextToSql_for_Athena.ipynb

@@ -12,9 +12,6 @@
    "source": [
     "# Building  Text-to-SQL capability to Amazon Athena using Amazon Bedrock\n",
     "\n",
-    "- **Use of amazon.titan-embed-text-v1 for creating embedding**\n",
-    "- **Use of Amazon OpenSearch as a vector database**\n",
-    "- **Use of anthropic.claude-v2:1 as base LLM Model**\n",
     "\n",
     "\n",
     "\n",
@@ -88,19 +85,7 @@
     "- An Amazon OpenSearch cluster for storing embeddings.Here Opensearch credenitals are in notebooks. However Opensearch cluster's access credentials (username and password) can be stored in AWS Secrets Mananger by following steps described [here](https://docs.aws.amazon.com/secretsmanager/latest/userguide/managing-secrets.html).\n",
     "\n",
     "**The  workflow for this notebook is as follows:**\n",
-    "1. Create an S3 bucket with the name \"knowledgebase-<ACCOUNT_ID>\" \n",
-    "    - create a folder \"input\" in that bucket\n",
-    "2. Download data from source \n",
-    "    - https://developer.imdb.com/non-commercial-datasets/#titleakastsvgz and upload to S3 bucket from step 1 and into the \"input\" folder\n",
-    "    - https://developer.imdb.com/non-commercial-datasets/#titlebasicstsvgz and upload to S3 bucket from step 1 and into the \"input\" folder\n",
-    "3. Glue Steps\n",
-    "    - Create a glue database  \"imdb_stg\" \n",
-    "    - Create a glue crawler \"text-2-sql-crawler\" with the datasource set to the S3 bucket created in step 1.   Run the crawler.\n",
-    "    - 2 tables should be created in Glue  data catalo.g  Make sure you are able to  query through athena. \n",
-    "4.  From the Bedrock console, Create a new knowledgebase \n",
-    "1. Install the required Python packages \n",
-    "1. Create embedding and vector store. Do a similarity search with embeddings stored in the OpenSearch index for an input query.\n",
-    "1. Execute this notebook to generate sql.."
+    "*Please read [Readme.md](https://github.com/aws-samples/text-to-sql-for-athena/blob/claude3branch/README.md) to learn about the detailed steps*"
    ]
   },
   {