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Add Retool Workflow Cookbook (#1396)
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examples/chatgpt/gpt_actions_library/gpt_action_retool_workflow.md
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# GPT Action Library: Retool Workflow | ||
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## Introduction | ||
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This page provides an instruction & guide for developers building a GPT Action for a specific application. Before you proceed, make sure to first familiarize yourself with the following information: | ||
- [Introduction to GPT Actions](https://platform.openai.com/docs/actions) | ||
- [Introduction to GPT Actions Library](https://platform.openai.com/docs/actions/actions-library) | ||
- [Example of Building a GPT Action from Scratch](https://platform.openai.com/docs/actions/getting-started) | ||
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This particular GPT Action provides an overview of how to connect to a **Retool Workflow**. This Action takes a users input and sends it to the workflow in Retool using a webhook trigger. Retool then performns the configured workflow and sends a response back to ChatGPT as a JSON object. | ||
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### Value + Example Business Use Cases | ||
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**Value**: Users can now leverage ChatGPT's natural language capability to connect directly to any workflow in Retool. | ||
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**Example Use Cases**: | ||
- You have custom code running in a Retool workflow that you'd like to incorporate into a GPT. | ||
- Data Scientists maintain an external VectorDB (either using Retool Vector or another vector DB) and would like to send the results of the vector search back to ChatGPT. | ||
- Retool is used as middleware to connect to internal services, and you'd like to use Retool's webhooks to provide access to these services to ChatGPT. | ||
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## Application Information | ||
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### Application Key Links | ||
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Check out these links from the application before you get started: | ||
- Application Website: https://retool.com/products/workflows | ||
- Application API Documentation: https://docs.retool.com/workflows | ||
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### Application Prerequisites | ||
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Before you get started, make sure you go through the following steps in your Retool environment: | ||
- Set up a Retool account | ||
- Create a simple workflow | ||
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### Application Workflow Steps | ||
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Below is an example of a basic Retool Workflow. This workflow takes in 2 values and adds them and responds to the webhook trigger with the result. | ||
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***Note:*** Your workflow must be deployed before it will be accessible from your GPT. | ||
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[![Retool API Key](../../../images/retool-workflow-config.png)](https://app.arcade.software/share/MG7PcF8fh3RH722eonUb) | ||
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## ChatGPT Steps | ||
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### Custom GPT Instructions | ||
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Once you've created a Custom GPT, you should add Instructions to the GPT providing context about the GPTs role, and the actions it is able to perform. Have questions? Check out [Getting Started Example](https://platform.openai.com/docs/actions/getting-started) to see how this step works in more detail. | ||
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### OpenAPI Schema | ||
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Once you've created a Custom GPT, copy the text below in the Actions panel. Have questions? Check out [Getting Started Example](https://platform.openai.com/docs/actions/getting-started) to see how this step works in more detail. | ||
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***Note:*** You need to replace the __<WORKFLOW_ID>__ value in the OpenAPI spec below with the ID for your workflow. | ||
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```yaml | ||
openapi: 3.1.0 | ||
info: | ||
title: Retool Workflow API | ||
description: API for interacting with Retool workflows. | ||
version: 1.0.0 | ||
servers: | ||
- url: https://api.retool.com/v1 | ||
description: Main (production) server | ||
paths: | ||
/workflows/<WORKFLOW_ID>/startTrigger: | ||
post: | ||
operationId: add_numbers | ||
summary: Takes 2 numbers and adds them. | ||
description: Initiates a workflow in Retool by triggering a specific workflow ID. | ||
requestBody: | ||
required: true | ||
content: | ||
application/json: | ||
schema: | ||
type: object | ||
properties: | ||
first: | ||
type: integer | ||
description: First parameter for the workflow. | ||
second: | ||
type: integer | ||
description: Second parameter for the workflow. | ||
responses: | ||
"200": | ||
description: Workflow triggered successfully. | ||
"400": | ||
description: Bad Request - Invalid parameters or missing data. | ||
"401": | ||
description: Unauthorized - Invalid or missing API key. | ||
security: | ||
- apiKeyAuth: [] | ||
``` | ||
## Authentication Instructions | ||
Below are instructions on setting up authentication with this 3rd party application. Have questions? Check out [Getting Started Example](https://platform.openai.com/docs/actions/getting-started) to see how this step works in more detail. | ||
### Pre-Action Steps | ||
Before you set up authentication in ChatGPT, please take the following steps in the application. | ||
- Get your API Key from the Webhook config panel | ||
![retool_api_key.png](../../../images/retool_api_key.png) | ||
### In ChatGPT | ||
In ChatGPT, click on "Authentication" and choose **"API Key"**. Enter in the information below. | ||
- **API Key**: (Paste your API Key provided by the Retool Workflow Webhook Trigger) | ||
- **Auth Type**: Custom | ||
- **Custom Header Name**: X-Workflow-Api-Key | ||
### FAQ & Troubleshooting | ||
- *Auth Error:* Ensure you have set the custom header name correctly. | ||
- *Invalid Workflow Error:* Ensure you have deployed your workflow within Retool. | ||
*Are there integrations that you’d like us to prioritize? Are there errors in our integrations? File a PR or issue in our github, and we’ll take a look.* |
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