- Recipes
- OpenAI prompt to Tinybird
Connect OpenAI prompt and Tinybird in our serverless environment
Use this template to Get OpenAI prompt responses using them to append CSV entries to Tinybird datasource.
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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 talkAppend CSV entries to Tinybird datasource
Used integrations:
JavaScript
Python
class HttpTargetTinybirdAppendEndpoint {
async init() {
// TODO: Create your http credential with tynibird information:
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// baseUrl: https://api.tinybird.co/v0
// HTTP Headers: { "Authorization": "Bearer your-read-token" }
this.axiosClient = yepcode.integration.http(
"your-http-tinybird-credential-name"
);
// Transforms the items into a csv format
this.stringifier = csv.stringify({
delimiter: ",",
});
const targetStream = new PassThrough();
this.stringifier.pipe(targetStream);
// Append the stream to Tinybird endpoint
const formData = FormData();
formData.append("csv", targetStream);
// TODO: Customize your request checking the API documentation:
// https://www.tinybird.co/docs/api-reference/datasource-api.html
this.tinybirdPost = this.axiosClient.post(
`/datasources?format=csv&mode=append&name=your_end_point_name`,
formData, {
headers: {
...formData.getHeaders(),
},
}
);
}
async consume(item) {
// TODO: Map item to your CSV format
const csvRow = [item.col1, item.col2, item.col3];
this.stringifier.write(csvRow);
}
async close() {
this.stringifier.end();
await this.tinybirdPost;
}
}
import pandas as pd
class HttpTargetTinybirdAppendEndpoint:
def setup(self):
# TODO: Create your http credential with tynibird information:
# More info at https://yepcode.io/docs/integrations/http/#credential-configuration
# baseUrl: https://api.tinybird.co/v0
# HTTP Headers: { "Authorization": "Bearer your-read-token" }
self.session = yepcode.integration.http("your-http-tinybird-credential-name")
self.df = pd.DataFrame()
def consume(self, generator, done):
for item in generator:
self.process(item)
done()
def process(self, item):
# TODO: Map item to your CSV format
csv_row = [[item["col1"], item["col2"], item["col3"]]]
self.df = self.df.append(csv_row, ignore_index=True)
def close(self):
payload = {"csv": (None, self.df.to_csv(index=False))}
# TODO: Customize your endpoint name checking the API documentation
# https://www.tinybird.co/docs/api-reference/datasource-api.html
# Using the files attribute to send the payload with content-type multipart/form-data
response = self.session.post(
"/datasources",
params={"name": "your-endpoint-name", "format": "csv", "mode": "append"},
files=payload,
)
response.raise_for_status()
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