AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
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檢視完整 README ↗Pipedream is an integration platform for developers.
Pipedream provides a free, hosted platform for connecting apps and developing event-driven automations. The platform has over 1,000 fully-integrated applications, so you can use pre-built components to quickly send messages to Slack, add a new row to Google Sheets, and more. You can also run any Node.js, Python, Golang, or Bash code when you need custom logic. Pipedream has demonstrated SOC 2 compliance and can provide a SOC 2 Type 2 report upon request (please email [email protected]).
This repo contains:
This README explains the key features of the platform and how to get started.
To get support, please visit https://pipedream.com/support.
Click the image below to watch a brief demo on YouTube.
Workflows are sequences of linear steps triggered by an event (like an HTTP request, or when a new row is added to a Google sheet). You can quickly develop complex automations using workflows and connect to any of our 1,000+ integrated apps.
See our workflow quickstart to get started.
Event Sources watch for new data from services like GitHub, Slack, Airtable, RSS and more. When a source finds a new event, it emits it, triggering any linked workflows.
You can also consume events emitted by sources using Pipedream's REST API or a private, real-time SSE stream.
When a pre-built source doesn't exist for your use case, you can build your own. Here is the simplest event source: it exposes an HTTP endpoint you can send any request to, and prints the contents of the request when invoked:
export default {
name: "http",
version: "0.0.1",
props: {
http: "$.interface.http",
},
run(event) {
console.log(event); // event contains the method, payload, etc.
},
};
You can find the code for all pre-built sources in the components directory. If you find a bug or want to contribute a feature, see our contribution guide.
Actions are pre-built code steps that you can use in a workflow to perform common operations across Pipedream's 500+ API integrations. For example, you can use actions to send email, add a row to a Google Sheet, and more.
You can create your own actions, which you can re-use across workflows. You can also publish actions to the entire Pipedream community, making them available for anyone to use.
Here's an action that accepts a name as input and prints it to the workflow's logs:
export default {
name: "Action Demo",
description: "This is a demo action",
key: "action_demo",
version: "0.0.1",
type: "action",
props: {
name: {
type: "string",
label: "Name",
},
},
async run() {
return `hello ${this.name}!`;
},
};
You can find the code for all pre-built actions in the components directory. If you find a bug or want to contribute a feature, see our contribution guide.
Most integrations require custom logic. Code is often the best way to express that logic, so Pipedream allows you to run custom code in a workflow using:
You can import any package from the languages' package managers by declaring the imports directly in code. Pipedream will parse and download the necessary dependencies.
// Node.js
import axios from "axios";
# Python
import pandas as pd
// Go
import (
"fmt"
pd "github.com/PipedreamHQ/pipedream-go"
)
You can also connect to any Pipedream connected app in custom code steps. For example, you can connect your Slack account and send a message to a channel:
import { WebClient } from "@slack/web-api";
export default defineComponent({
props: {
// This creates a connection called "slack" that connects a Slack account.
slack: {
type: "app",
app: "slack",
},
},
async run({ steps, $ }) {
const web = new WebClient(this.slack.$auth.oauth_access_token);
return await web.chat.postMessage({
text: "Hello, world!",
channel: "#general",
});
},
});
Destinations, like actions, abstract the connection, batching, and delivery logic required to send events to services like Amazon S3, or targets like HTTP and email.
For example, sending data to an Amazon S3 bucket is as simple as calling $send.s3():
$send.s3({
bucket: "your-bucket-here",
prefix: "your-prefix/",
payload: event.body,
});
Pipedream supports the following destinations:
Thank you to everyone who has contributed to the Pipedream codebase. We appreciate you!
Pipedream has a generous free tier. You can run sources and workflows for free within the limits of the free tier. If you hit these limits, you can upgrade to one of our paid tiers.
The Pipedream platform imposes some runtime limits on sources and workflows. Read more about those in our docs.
Before adding an issue, please search the existing issues or reach out to our team to see if a similar request already exists.
If an issue exists, please add a reaction or add a comment detailing your specific use case.
If an issue doesn't yet exist and you need to create one, please use the issue templates.
You can read about our platform security and privacy here.
If you'd like to report a suspected vulnerability or security issue, or have any questions about the security of the product, please contact our security team at [email protected].