- Recipes
- OpenAI prompt to Google BigTable
Connect OpenAI prompt and Google BigTable in our serverless environment
Use this template to Get OpenAI prompt responses using them to write rows into Google BigTable.
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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 talkWrite rows into Google BigTable
Used integrations:
- JavaScript
- Python
class GoogleBigtableTargetWriteRow {
async init() {
// TODO: Create your google-bigtable credential
// More info at https://yepcode.io/docs/integrations/google-bigtable/#credential-configuration
const googleBigTable = yepcode.integration.googleBigTable(
"your-google-bigquery-bigtable-name"
);
// TODO: Customize your instance and table names
this.table = await googleBigTable
.instance("your-instance-name")
.table("your-table-name");
}
async consume(item) {
// TODO: Customize the row key, columns names and data
const rowToInsert = {
key: item.key,
data: {
columnX: item.propX,
columnY: item.propY,
},
};
await this.table.insert(rowToInsert);
}
async close() {}
}
class GoogleBigtableTargetWriteRow:
def setup(self):
# TODO: Create your BigTable credential:
# More info at https://yepcode.io/docs/integrations/google-bigtable/#credential-configuration
self.big_table_client = yepcode.integration.googleBigTable(
"your-bigtable-credential-name"
)
def consume(self, generator, done):
# TODO: Customize instance id, table id and column family id
column_family_id = "your-column-family-id"
instance = self.big_table_client.instance("instance-id")
table = instance.table("table_id")
# TODO: Customize the row to insert
for item in generator:
row_key = item.get("id")
row = table.direct_row(row_key)
row.set_cell(column_family_id, "name", item.get("name"))
row.set_cell(column_family_id, "age", item.get("age"))
row.commit()
done()
def close(self):
pass
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