OpenAI (ChatGPT)
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 apps like ChatGPT and DALL·E 2.
Integrate the OpenAI (ChatGPT) API with the Slack API
Setup the OpenAI (ChatGPT) API trigger to run a workflow which integrates with the Slack API. Pipedream's integration platform allows you to integrate OpenAI (ChatGPT) and Slack remarkably fast. Free for developers.
Popular Ways to Connect OpenAI (ChatGPT) with Slack#
Popular OpenAI (ChatGPT) and Slack Triggers#
Emit new event when a new message is posted to one or more channels
Emit new event when a message was posted in a direct message channel
Emit new events on new Slack interactivity events sourced from Block Kit interactive elements, Slash commands, or Shortcuts.
Emit new event when a username or specific keyword is mentioned in a channel
Emit new event when a member has added an emoji reaction to a message
Popular OpenAI (ChatGPT) and Slack Actions#
The Chat API, using the gpt-3.5-turbo or gpt-4 model. See docs here
Send a message to a public channel and customize the name and avatar of the bot that posts the message. See postMessage or scheduleMessage docs here
Classify items into specific categories using the Chat API
Send a message to a private channel and customize the name and avatar of the bot that posts the message. See postMessage or scheduleMessage docs here
Overview of OpenAI (ChatGPT)#
The OpenAI API is a powerful tool that provides access to a range of
high-powered machine learning models. With the OpenAI API, developers can
create products, services, and tools that enable humanizing AI experiences, and
build applications that extend the power of human language.
Using the OpenAI API, developers can create language-driven applications such
as:
- Natural language understanding and sentiment analysis
- Text-based search
- Question answering
- Dialogue systems and conversation agents
- Intelligent text completion
- Text summarization
- Text classification
- Machine translation
- Language generation
- Multi-factor authentication
- Anomaly detection
- Text analysis
Connect OpenAI (ChatGPT)#
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}`,
},
})
},
})
Overview of Slack#
The Pipedream Slack app enables you to build event-driven workflows that interact with the Slack API. When you authorize the Pipedream app's access to your workspace, you can use Pipedream workflows to perform common Slack actions, or write your own code against the Slack API.
The Pipedream Slack app is not a typical app. You don't interact with it directly as a bot, and it doesn't add custom functionality to your workspace out of the box. It just makes it easier to automate anything you'd typically use the Slack API for, using Pipedream workflows.
Here are some examples of automations you can build with Pipedream on Slack:
- Automate posting updates to your team channel
- Create a bot to answer common questions
- Integrate with your existing tools and services
- Build a custom dashboard to track your team's progress
- Create a bot to handle scheduling and meeting requests
- And much more!
Should I use the Slack or Slack Bot app on Pipedream?
The Slack app is the easiest and most convienent option to get started. It installs the official Pipedream bot into your Slack workspace with just a few clicks.
However, if you'd like to use your own bot registered with the Slack API, you can use the Slack Bot app instead.
The Slack Bot requires a bot token to allow your Pipedream workflows to authenticate as your bot. The extra set up steps allow you to list your custom bot on the Slack Marketplace, or install the bot on other workspaces as your bot's name instead of as Pipedream.
Connect Slack#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
slack: {
type: "app",
app: "slack",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://slack.com/api/users.profile.get`,
headers: {
Authorization: `Bearer ${this.slack.$auth.oauth_access_token}`,
},
})
},
})
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