- Recipes
- PostgreSQL to OpenAI prompt
Connect PostgreSQL and OpenAI prompt in our serverless environment
Use this template to Read rows from PostgreSQL table using them to send a prompt to OpenAI and generate completions.
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Read rows from PostgreSQL table
Used integrations:
JavaScript
Python
class PostgresSourceSelect {
async init() {
// TODO: Create your postgres credential
// More info at https://yepcode.io/docs/integrations/postgres/#credential-configuration
this.postgresPool = yepcode.integration.postgres(
"your-postgres-credential-name"
);
}
async fetch(publish, done) {
// TODO: Customize your sql query
const {
rows
} = await this.postgresPool.query(
"SELECT * FROM your_schema.your_table LIMIT 10"
);
for (const row of rows) {
await publish(row);
}
done();
}
async close() {
await this.postgresPool.end();
}
}
class PostgresSourceSelect:
def setup(self):
# TODO: Create your Postgres credential:
# More info at https://yepcode.io/docs/integrations/postgres/#credential-configuration
self.postgres_pool = yepcode.integration.postgres(
"your-postgres-credential-name"
)
def generator(self):
connection = self.postgres_pool.getconn()
cursor = connection.cursor()
# TODO: customize the query: table name, filter conditions, bind params, etc.
# More info at: https://www.psycopg.org/docs/usage.html#query-parameters
cursor.execute(
"SELECT * FROM your_table WHERE some_field = %s LIMIT 1000;",
("some_field_value",),
)
for item in cursor:
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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