- Recipes
- AWS DynamoDB to OpenAI prompt
Connect AWS DynamoDB and OpenAI prompt in our serverless environment
Use this template to Read items from AWS DynamoDB table using them to send a prompt to OpenAI and generate completions.
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Read items from AWS DynamoDB table
Used integrations:
- JavaScript
- Python
class AwsDynamodbSourceScan {
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 fetch(publish, done) {
// TODO: Customize the scan command
// More info at: https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/clients/client-dynamodb/interfaces/scancommandinput.html
const scanCommand = new ScanCommand({
TableName: "table-name"
});
const result = await this.awsDynamodb.send(scanCommand);
for (const item of result.Items) {
await publish(item);
}
done();
}
async close() {}
}
class AwsDynamodbSourceScan:
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 generator(self):
# TODO: Customize your table name
# See all available options at: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/dynamodb/client/scan.html
response = self.aws_dynamodb_client.scan(TableName='table-name')
for item in response.get("Items", []):
yield item
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkSend a prompt to OpenAI and generate completions
Used integrations:
- JavaScript
- Python
class OpenaiTargetSendPrompt {
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 consume(item) {
// TODO: Configure your prompt
// More info at: https://platform.openai.com/docs/api-reference/completions/create
const completion = await this.openai.completions.create({
model: item.model,
prompt: item.prompt,
max_tokens: item.maxTokens,
temperature: item.temperature,
});
// Use the completion for whatever you want
console.log(completion.data.choices[0].text);
}
async close() {}
}
class OpenaiTargetSendPrompt:
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 consume(self, generator, done):
# TODO: Configure your prompt
# More info at: https://platform.openai.com/docs/api-reference/completions/create
for item in generator:
completion = self.openai.completions.create(
model="text-davinci-003",
prompt=item.get("prompt"),
max_tokens=7,
temperature=0,
)
# Use the completion for whatever you want
print(completion.choices)
done()
def close(self):
pass
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