OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.
Go to siteOpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:
Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
openai: {
type: "app",
app: "openai",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://api.openai.com/v1/models`,
headers: {
Authorization: `Bearer ${this.openai.$auth.api_key}`,
},
})
},
})
The OpenAI API can be leveraged in a wide range of business contexts to drive efficiency, enhance customer experiences, and innovate product offerings. Here are some specific business use cases for utilizing the OpenAI API:
Significantly reduce response times and free up human agents to tackle more complex issues by automating customer support ticket responses.
Utilize AI to generate high-quality content for blogs, articles, product descriptions, and marketing material.
Optimize advertising copy and layouts based on user interaction data with a trained model via the Fine Tuning API.
Use ChatGPT to translate and localize content across multiple languages, expanding your market reach without the need for extensive translation teams.
First, sign up for an OpenAI account, then in a new workflow step open the OpenAI app:
Then select one of the Pre-built actions, or choose to use Node.js or Python:
Then connect your OpenAI account to Pipedream. Open the API keys section in the OpenAI dashboard.
Then select Create a new secret key:
Name the key Pipedream
and then save the API key within Pipedream. Now you’re all set to use pre-built actions like Chat
or use your OpenAI API key directly in Node.js or Python code.
Emit new event when a new batch is completed in OpenAI. See the documentation
Emit new event when a new file is created in OpenAI. See the documentation
Emit new event when a new fine-tuning job is created in OpenAI. See the documentation
Emit new event every time a run changes its status. See the documentation
The Chat API, using the gpt-3.5-turbo
or gpt-4
model. See the documentation
Summarizes text using the Chat API. See the documentation
Classify items into specific categories using the Chat API. See the documentation
Translate text from one language to another using the Chat API. See the documentation
Transcribes audio into the input language. See the documentation.
Ensure the correct API key and requesting organization are being used.
Ensure the API key used is correct or generate a new one and then reconnect it to Pipedream.
Contact OpenAI to get added to a new organization or ask your organization manager to invite you to an organization.
You are accessing the API from an unsupported country, region, or territory.
You are sending requests too quickly. Pace your requests. Read the OpenAI Rate limit guide. Use Pipedream Concurrency and Throttling settings to control the frequency of API calls to OpenAI.
You have run out of OpenAI credits or hit your maximum monthly spend. Buy more OpenAI credits or learn how to increase your OpenAI account limits.
Retry your request after a brief wait and contact us if the issue persists. Check the OpenAI status page.
OpenAI’s servers are experiencing high amounts of traffic. Please retry your requests after a brief wait.
OpenAI (ChatGPT) uses API keys for authentication. When you connect your OpenAI (ChatGPT) account, Pipedream securely stores the keys so you can easily authenticate to OpenAI (ChatGPT) APIs in both code and no-code steps.