- Recipes
- OpenAI prompt to AWS DynamoDB
Connect OpenAI prompt and AWS DynamoDB in our serverless environment
Use this template to Get OpenAI prompt responses using them to insert items into AWS DynamoDB 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.createCompletion({
model: "text-davinci-003",
prompt: funnyPrompts,
max_tokens: 7,
temperature: 0,
});
for (const choice of completion.data.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.Completion.create(
model="text-davinci-003",
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 items into AWS DynamoDB table
Used integrations:
JavaScript
Python
class AwsDynamodbTargetPut {
async init() {
// TODO: Create your aws-dynamodb credential
// More info at https://yepcode.io/docs/integrations/aws-dynamodb/#credential-configuration
this.awsDynamodb = yepcode.integration.awsDynamodb(
"your-aws-dynamodb-credential-name"
);
}
async consume(item) {
// TODO: Customize the command to be executed
// More info at: https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/clients/client-dynamodb/interfaces/putitemcommandinput.html
const putItemCommand = new PutItemCommand({
TableName: "table-name",
Item: {
"table-primary-key-name": {
S: item.id
},
email: {
S: item.email
},
age: {
N: item.age
},
// etc
},
});
await this.awsDynamodb.send(putItemCommand);
}
async close() {}
}
class AwsDynamodbTargetPut:
def setup(self):
# TODO: Create your Dynamodb credential:
# More info at https://yepcode.io/docs/integrations/aws-dynamodb/#credential-configuration
self.aws_dynamodb_client = yepcode.integration.awsDynamodb(
"your-dynamodb-credential-name"
)
def consume(self, generator, done):
# TODO: Customize table name and item to insert
# See all supported params in: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/dynamodb/client/put_item.html
for item in generator:
item_to_insert = {
"table-primary-key-name": {"S": item["id"]},
"email": {"S": item["email"]},
"age": {"N": item["age"]},
}
self.aws_dynamodb_client.put_item(TableName="table-name", Item=item_to_insert)
done()
def close(self):
pass
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