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Merged
merged 3 commits into from
Aug 16, 2024
+22 −24
Merged

Patch images rendering in Redshift, AWS, Snowflake & SQL cookbook #1378

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a42a91b
Patch rendering Redshift cookbook
pap-openai Aug 14, 2024
ac4be95
html to markdown images
pap-openai Aug 16, 2024
5983bba
Merge branch 'main' into pap-openai-patch-redshift-rendering-1
pap-openai Aug 16, 2024
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12 changes: 5 additions & 7 deletions examples/chatgpt/gpt_actions_library/gpt_action_redshift.ipynb
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Expand Up @@ -226,7 +226,7 @@
"metadata": {},
"outputs": [],
"source": [
"! aws redshift-serverless get-workgroup --workgroup-name default-workgroup --query 'workgroup.{address: endpoint.address, port: endpoint.port, SecurityGroupIds: securityGroupIds, SubnetIds: subnetIds}'"
"aws redshift-serverless get-workgroup --workgroup-name default-workgroup --query 'workgroup.{address: endpoint.address, port: endpoint.port, SecurityGroupIds: securityGroupIds, SubnetIds: subnetIds}'"
]
},
{
Expand Down Expand Up @@ -275,7 +275,6 @@
"metadata": {},
"outputs": [],
"source": [
"```yaml\n",
"AWSTemplateFormatVersion: '2010-09-09'\n",
"Transform: AWS::Serverless-2016-10-31\n",
"Description: >\n",
Expand Down Expand Up @@ -402,15 +401,14 @@
" Value: !GetAtt RedshiftMiddlewareFunctionRole.Arn\n",
" CognitoUserPoolArn:\n",
" Description: \"ARN of the Cognito User Pool\"\n",
" Value: !GetAtt MyCognitoUserPool.Arn\n",
"```"
" Value: !GetAtt MyCognitoUserPool.Arn\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Retrieve the URL information, you can then try a cURL request, which should return data in a file format:"
"Retrieve the URL information from the previous command output, you can then run a cURL request, which should return data in a file format:"
]
},
{
Expand All @@ -419,7 +417,7 @@
"metadata": {},
"outputs": [],
"source": [
"! curl -X POST https://10o5fvtsr1.execute-api.us-east-1.amazonaws.com/Prod/sql_statement/ \\\n",
"curl -X POST https://<your_url>/Prod/sql_statement/ \\\n",
"-H \"Content-Type: application/json\" \\\n",
"-d '{ \"sql_statement\": \"SELECT * FROM customers LIMIT 10\", \"workgroup_name\": \"default-workgroup\", \"database_name\": \"pap-db\" }'"
]
Expand Down Expand Up @@ -569,7 +567,7 @@
"\n",
"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",
"\n",
"<img src=\"../../../images/chatgpt/redshift_gpt.png\">\n"
"![../../../images/chatgpt/redshift_gpt.png](../../../images/chatgpt/redshift_gpt.png)\n"
]
}
],
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2 changes: 1 addition & 1 deletion examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb
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Expand Up @@ -304,7 +304,7 @@
"metadata": {},
"source": [
"\n",
"<img src=\"../../../images/chatgpt/snowflake_direct_oauth.png\">"
"![../../../images/chatgpt/snowflake_direct_oauth.png](../../../images/chatgpt/snowflake_direct_oauth.png)"
]
},
{
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2 changes: 1 addition & 1 deletion examples/chatgpt/gpt_actions_library/gpt_action_sql_database.ipynb
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Expand Up @@ -68,7 +68,7 @@
"\n",
"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",
"\n",
"<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",
"![An application architecture diagram depicting the interaction between the user, GPT, middleware, and database](../../../images/gptactions_sql_database_middleware.png)",
"\n",
"_Application architecture diagram_\n",
"\n",
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30 changes: 15 additions & 15 deletions examples/chatgpt/gpt_actions_library/gpt_middleware_aws_function.ipynb
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Expand Up @@ -203,7 +203,7 @@
"\n",
"Once you have this deployed, you can go check out the application on AWS Lambda:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_1.png\">\n",
"![../../../images/chatgpt/aws_lambda_1.png](../../../images/chatgpt/aws_lambda_1.png)\n",
"\n",
"You can confirm that the function is not reachable unless authenticated by running a curl command without any authentication:\n",
"\n",
Expand Down Expand Up @@ -239,35 +239,35 @@
"\n",
"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",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_3.png\">\n",
"![../../../images/chatgpt/aws_lambda_3.png](../../../images/chatgpt/aws_lambda_3.png)\n",
"\n",
"Create a Cognito Domain by clicking on \"Domains\" then \"Create Cognito Domain\"\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_8.png\">\n",
"![../../../images/chatgpt/aws_lambda_8.png](../../../images/chatgpt/aws_lambda_8.png)\n",
"\n",
"Scroll down to `App client list` on the App Integration page of your User Pool:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_9.png\">\n",
"![../../../images/chatgpt/aws_lambda_9.png](../../../images/chatgpt/aws_lambda_9.png)\n",
"\n",
"Select your app client and edit the Hosted UI:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_10.png\">\n",
"![../../../images/chatgpt/aws_lambda_10.png](../../../images/chatgpt/aws_lambda_10.png)\n",
"\n",
"And add a callback URL, Authorization Scheme and OAuth scope:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_11.png\">\n",
"![../../../images/chatgpt/aws_lambda_11.png](../../../images/chatgpt/aws_lambda_11.png)\n",
"\n",
"_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",
"\n",
"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",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_12.png\">\n",
"![../../../images/chatgpt/aws_lambda_12.png](../../../images/chatgpt/aws_lambda_12.png)\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_13.png\">\n",
"![../../../images/chatgpt/aws_lambda_13.png](../../../images/chatgpt/aws_lambda_13.png)\n",
"\n",
"If you're now doing the request on Postman, using the access_token you just retrieve, you'll get a success JSON returned:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_14.png\">"
"![../../../images/chatgpt/aws_lambda_14.png](../../../images/chatgpt/aws_lambda_14.png)"
]
},
{
Expand Down Expand Up @@ -320,13 +320,13 @@
"Click on Authentication > OAuth.\n",
"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",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_15.png\">\n",
"![../../../images/chatgpt/aws_lambda_15.png](../../../images/chatgpt/aws_lambda_15.png)\n",
"\n",
"Copy paste those values in ChatGPT. Now let's add the Token URLs.\n",
"\n",
"From your User Pool you'll find the URL you've previously created for the hosted domain.\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_16.png\">\n",
"![../../../images/chatgpt/aws_lambda_16.png](../../../images/chatgpt/aws_lambda_16.png)\n",
"\n",
"We'll take this URL and append [AWS routes for OAuth](https://docs.aws.amazon.com/cognito/latest/developerguide/federation-endpoints.html).\n",
"\n",
Expand All @@ -351,11 +351,11 @@
"source": [
"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",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_17.png\">\n",
"![../../../images/chatgpt/aws_lambda_17.png](../../../images/chatgpt/aws_lambda_17.png)\n",
"\n",
"Get this URL and edit the hosted UI of your User Pool App client & save the changes:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_18.png\">"
"![../../../images/chatgpt/aws_lambda_18.png](../../../images/chatgpt/aws_lambda_18.png)"
]
},
{
Expand All @@ -371,13 +371,13 @@
"source": [
"You can now test this action again:\n",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_19.png\">\n",
"![../../../images/chatgpt/aws_lambda_19.png](../../../images/chatgpt/aws_lambda_19.png)\n",
"\n",
"You will be redirected to AWS Cognito page, which you can log-in in using the credentials previously set-up.\n",
"\n",
"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",
"\n",
"<img src=\"../../../images/chatgpt/aws_lambda_20.png\">"
"![../../../images/chatgpt/aws_lambda_20.png](../../../images/chatgpt/aws_lambda_20.png)"
]
},
{
Expand Down