- Recipes
- OpenAI prompt to AWS Redshift
Connect OpenAI prompt and AWS Redshift in our serverless environment
Use this template to Get OpenAI prompt responses using them to insert rows into AWS Redshift table.
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Get OpenAI prompt responses
Used integrations:
- JavaScript
- Python
class OpenaiSourceGetPromptResponse {
async init() {
// TODO: Create your OpenAI credential
// More info at https://yepcode.io/docs/integrations/openai/#credential-configuration
this.openai = yepcode.integration.openai("your-openai-credential-name");
}
async fetch(publish, done) {
// TODO: Configure your prompt
const funnyPrompts = [
"What do you think of humans?",
"Do you prefer tabs or spaces?",
"What's the meaning of life, the universe, and everything?",
"What's your favorite programming joke?",
"What's the worst code you've ever seen?",
];
// More info at: https://platform.openai.com/docs/api-reference/completions/create
const completion = await this.openai.completions.create({
model: "gpt-3.5-turbo",
prompt: funnyPrompts,
max_tokens: 7,
temperature: 0,
});
for (const choice of completion.choices) {
await publish(choice);
}
done();
}
async close() {}
}
class OpenaiSourceGetPromptResponse:
def setup(self):
# TODO: Create your OpenAI credential
# More info at https://yepcode.io/docs/integrations/openai/#credential-configuration
self.openai = yepcode.integration.openai("your-openai-credential-name")
def generator(self):
# TODO: Configure your prompt
# More info at: https://platform.openai.com/docs/api-reference/completions/create
prompts = [
"What do you think of humans?",
"Do you prefer tabs or spaces?",
"What's the meaning of life, the universe, and everything?",
"What's your favorite programming joke?",
"What's the worst code you've ever seen?"
]
completion = self.openai.completions.create(
model="gpt-3.5-turbo",
prompt=prompts,
max_tokens=7,
temperature=0
)
for choice in completion.choices:
yield choice
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkInsert rows into AWS Redshift table
Used integrations:
- JavaScript
- Python
class AwsRedshiftTargetInsert {
async init() {
// TODO: Create your aws-redshift credential
// More info at https://yepcode.io/docs/integrations/aws-redshift/#credential-configuration
this.awsRedshift = yepcode.integration.awsRedshift(
"your-aws-redshift-credential-name"
);
}
async consume(item) {
// TODO: Customize your sql query
const sqlStatement = `INSERT INTO your-table-name VALUES (${item.someProp}, '${item.someStringProp}')`;
// TODO: Customize the command to be executed
// More info at https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/clients/client-redshift-data/interfaces/executestatementcommandinput.html
this.awsRedshift.send(
new ExecuteStatementCommand({
ClusterIdentifier: "your-cluster-identifier",
Database: "your-database",
DbUser: "your-db-user",
Sql: sqlStatement,
})
);
}
async close() {}
}
class AwsRedshiftTargetInsert:
def setup(self):
# TODO: Create your Redshift credential:
# More info at https://yepcode.io/docs/integrations/aws-redshift/#credential-configuration
self.aws_redshift_client = yepcode.integration.awsRedshift(
"your-redshift-credential-name"
)
def consume(self, generator, done):
for item in generator:
# TODO: Customize your sql query
sql_statement = f"INSERT INTO your-table-name VALUES ({item.someProp}, '{item.someStringProp}')"
# TODO: Customize cluster id, database name and user
# See all supported params in: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/redshift-data/client/execute_statement.html
self.aws_redshift_client.execute_statement(
ClusterIdentifier="cluster-name",
Database="db-name",
DbUser="db-user",
Sql=sql_statement
)
done()
def close(self):
pass
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