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Patch images rendering in Redshift, AWS, Snowflake & SQL cookbook (#1378)
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pap-openai
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@ -226,7 +226,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"! aws redshift-serverless get-workgroup --workgroup-name default-workgroup --query 'workgroup.{address: endpoint.address, port: endpoint.port, SecurityGroupIds: securityGroupIds, SubnetIds: subnetIds}'"
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"aws redshift-serverless get-workgroup --workgroup-name default-workgroup --query 'workgroup.{address: endpoint.address, port: endpoint.port, SecurityGroupIds: securityGroupIds, SubnetIds: subnetIds}'"
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]
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},
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{
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@ -275,7 +275,6 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"```yaml\n",
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"AWSTemplateFormatVersion: '2010-09-09'\n",
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"Transform: AWS::Serverless-2016-10-31\n",
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"Description: >\n",
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@ -402,15 +401,14 @@
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" Value: !GetAtt RedshiftMiddlewareFunctionRole.Arn\n",
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" CognitoUserPoolArn:\n",
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" Description: \"ARN of the Cognito User Pool\"\n",
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" Value: !GetAtt MyCognitoUserPool.Arn\n",
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"```"
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" Value: !GetAtt MyCognitoUserPool.Arn\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Retrieve the URL information, you can then try a cURL request, which should return data in a file format:"
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"Retrieve the URL information from the previous command output, you can then run a cURL request, which should return data in a file format:"
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]
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},
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{
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@ -419,7 +417,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"! curl -X POST https://10o5fvtsr1.execute-api.us-east-1.amazonaws.com/Prod/sql_statement/ \\\n",
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"curl -X POST https://<your_url>/Prod/sql_statement/ \\\n",
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"-H \"Content-Type: application/json\" \\\n",
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"-d '{ \"sql_statement\": \"SELECT * FROM customers LIMIT 10\", \"workgroup_name\": \"default-workgroup\", \"database_name\": \"pap-db\" }'"
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]
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@ -569,7 +567,7 @@
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"\n",
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"You now have deployed a GPT that uses a middleware in AWS, in an authenticated manner, that's able to connect to Redsfhit. Users with access (that are in Cognito) can now query your databases to perform data analysis task:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/redshift_gpt.png\">\n"
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"\n"
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]
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}
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],
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@ -304,7 +304,7 @@
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"metadata": {},
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"source": [
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"\n",
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"<img src=\"../../../images/chatgpt/snowflake_direct_oauth.png\">"
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""
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]
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},
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{
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@ -68,7 +68,7 @@
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"\n",
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"This guide will focus on option 1. For those interested in option 2, consider implementing a service like [PostgREST](https://github.com/PostgREST/postgrest) or [Hasura](https://hasura.io/) to streamline the process.\n",
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"\n",
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"<img src=\"../../../images/gptactions_sql_database_middleware.png\" alt=\"An application architecture diagram depicting the interaction between the user, GPT, middleware, and database\" width=\"75%\" />\n",
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"",
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"\n",
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"_Application architecture diagram_\n",
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"\n",
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@ -203,7 +203,7 @@
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"\n",
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"Once you have this deployed, you can go check out the application on AWS Lambda:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_1.png\">\n",
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"\n",
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"\n",
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"You can confirm that the function is not reachable unless authenticated by running a curl command without any authentication:\n",
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"\n",
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@ -239,35 +239,35 @@
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"\n",
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"Let's now make sure we create a webpage/domain on which we can log-in. Go to AWS Cognito, select the newly created user pool & go to App Integration tab:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_3.png\">\n",
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"\n",
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"\n",
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"Create a Cognito Domain by clicking on \"Domains\" then \"Create Cognito Domain\"\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_8.png\">\n",
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"\n",
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"\n",
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"Scroll down to `App client list` on the App Integration page of your User Pool:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_9.png\">\n",
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"\n",
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"\n",
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"Select your app client and edit the Hosted UI:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_10.png\">\n",
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"\n",
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"\n",
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"And add a callback URL, Authorization Scheme and OAuth scope:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_11.png\">\n",
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"\n",
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"\n",
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"_Note that you'll come back to this step when ChatGPT will generate a callback URL for the authentication of your action. The postman URL, should be used only for development purpose._\n",
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"\n",
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"You can try this connection in Postman, under Authorization for your `<api_url>`, copy/paste the value from AWS for the client_id, client_secret and the URL you set up for the auth domain, make sure to add `openid` in the scope to get a valid access_token:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_12.png\">\n",
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"\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_13.png\">\n",
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"\n",
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"\n",
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"If you're now doing the request on Postman, using the access_token you just retrieve, you'll get a success JSON returned:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_14.png\">"
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""
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]
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},
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{
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@ -320,13 +320,13 @@
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"Click on Authentication > OAuth.\n",
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"We'll now need to fetch AWS Cognito's variables. Let's go on your User Pool > User Pool App Client. From there you can retrieve your client ID and client Secret.\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_15.png\">\n",
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"\n",
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"\n",
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"Copy paste those values in ChatGPT. Now let's add the Token URLs.\n",
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"\n",
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"From your User Pool you'll find the URL you've previously created for the hosted domain.\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_16.png\">\n",
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"\n",
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"\n",
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"We'll take this URL and append [AWS routes for OAuth](https://docs.aws.amazon.com/cognito/latest/developerguide/federation-endpoints.html).\n",
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"\n",
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@ -351,11 +351,11 @@
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"source": [
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"Now go back on your GPT (moving out of the action subview), and you'll see a callback URL provided by ChatGPT for the Authentication:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_17.png\">\n",
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"\n",
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"\n",
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"Get this URL and edit the hosted UI of your User Pool App client & save the changes:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_18.png\">"
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""
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]
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},
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{
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@ -371,13 +371,13 @@
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"source": [
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"You can now test this action again:\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_19.png\">\n",
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"\n",
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"\n",
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"You will be redirected to AWS Cognito page, which you can log-in in using the credentials previously set-up.\n",
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"\n",
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"If you now ask the GPT to run the same action, it will answer correctly as you're now authenticated and able to run this function!\n",
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"\n",
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"<img src=\"../../../images/chatgpt/aws_lambda_20.png\">"
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""
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]
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},
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{
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