Parse Document with Human in the Loop with Cradl AI API on New or Modified Records in View from Airtable API

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Trigger workflow on

New or Modified Records in View from the Airtable API

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Parse Document with Human in the Loop with the Cradl AI API

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Getting Started#

This integration creates a workflow with a Airtable trigger and Cradl AI action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New or Modified Records in View trigger
1. Connect your Airtable account
2. Configure timer
3. Select a Base
4. Optional- Configure Filter by Formula
5. Select a Table
6. Select a View
7. Optional- Configure Return Fields By ID
Configure the Parse Document with Human in the Loop action
1. Connect your Cradl AI account
2. Configure File Path or URL
3. Select a Content Type
4. Optional- Configure Name
5. Optional- Configure Description
6. Optional- Select a Dataset ID
7. Select a Workflow ID
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

New or Modified Records in View on Airtable

Description:Emit new event for each new or modified record in a view

Version:0.0.14

Key:airtable_oauth-new-or-modified-records-in-view

View on GitHub

Airtable Overview#

Airtable (OAuth) API on Pipedream allows you to manipulate and leverage your Airtable data in a myriad of powerful ways. Sync data between Airtable and other apps, trigger workflows on updates, or process bulk data operations asynchronously. By using Airtable's structured databases with Pipedream's serverless platform, you can craft custom automation solutions, integrate with other services seamlessly, and streamline complex data processes.

Trigger Code#

import base from "../common/common.mjs"; import moment from "moment"; export default { ...base, name: "New or Modified Records in View", description: "Emit new event for each new or modified record in a view", key: "airtable_oauth-new-or-modified-records-in-view", version: "0.0.14", type: "source", props: { ...base.props, tableId: { propDefinition: [ base.props.airtable, "tableId", ({ baseId }) => ({ baseId, }), ], description: "The table ID to watch for changes.", }, viewId: { propDefinition: [ base.props.airtable, "viewId", ({ baseId, tableId, }) => ({ baseId, tableId, }), ], description: "The view ID to watch for changes.", }, returnFieldsByFieldId: { propDefinition: [ base.props.airtable, "returnFieldsByFieldId", ], }, }, async run(event) { const { baseId, tableId, viewId, } = this; const lastTimestamp = this._getLastTimestamp(); const params = this.getListRecordsParams({ view: viewId, formula: `LAST_MODIFIED_TIME() > "${lastTimestamp}"`, }); const records = await this.airtable.listRecords({ baseId, tableId, params, }); if (!records.length) { console.log("No new or modified records."); return; } const metadata = { baseId, tableId, viewId, }; let newRecords = 0, modifiedRecords = 0; for (const record of records) { if (!lastTimestamp || moment(record.createdTime) > moment(lastTimestamp)) { this.$emit({ ...record, type: "new_record", metadata, }, { id: record.id, summary: `New record: ${record.id}`, ts: moment(record.createdTime).valueOf(), }); newRecords++; } else { const ts = Date.now(); const id = `${record.id}-${ts}`; this.$emit({ ...record, type: "record_modified", metadata, }, { id, summary: `Record modified: ${record.id}`, ts, }); modifiedRecords++; } } console.log(`Emitted ${newRecords} new records(s) and ${modifiedRecords} modified record(s).`); // We keep track of the timestamp of the current invocation this.updateLastTimestamp(event); }, };

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
Airtable	`airtable`	`app`	This component uses the Airtable app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Base	`baseId`	`string`	Select a value from the drop down menu.
Filter by Formula	`filterByFormula`	`string`	Optionally provide a formula (see info on the documentation) used to filter records. The formula will be evaluated for each record, and if the result is not `0`, `false`, `""`, `NaN`, `[]`, or `#Error!` the record will be included in the response. For example, to only include records where `Name` isn't empty, use `NOT({Name} = '')`.
Table	`tableId`	`string`	Select a value from the drop down menu.
View	`viewId`	`string`	Select a value from the drop down menu.
Return Fields By ID	`returnFieldsByFieldId`	`boolean`	If set to `true`, the returned field objects will have the field ID as the key, instead of the field name.

Trigger Authentication#

Airtable uses OAuth authentication. When you connect your Airtable account, Pipedream will open a popup window where you can sign into Airtable and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Airtable API.

Pipedream requests the following authorization scopes when you connect your account:

data.records:readdata.records:writedata.recordComments:readdata.recordComments:writeschema.bases:readschema.bases:writewebhook:manageuser.email:read

About Airtable#

Airtable is a low-code platform to build next-gen apps. Move beyond rigid tools, operationalize your critical data, and reimagine workflows with AI.

Action#

Parse Document with Human in the Loop on Cradl AI

Description:Sends a document to an existing flow for human-in-the-loop processing. [See the documentation](https://docs.cradl.ai/integrations/rest-api)

Version:0.1.1

Key:cradl_ai-parse-document-human-in-loop

View on GitHub

Cradl AI Overview#

Cradl AI is a powerful tool for creating customized machine learning models without extensive coding knowledge. It specializes in processing and understanding various forms of data, including text and images. Utilizing the Cradl AI API on Pipedream, developers can automate workflows involving data analysis, enhance data-driven decision-making, and integrate AI capabilities into applications seamlessly. This opens up opportunities for dynamic interactions with other services, streamlining operations and enhancing user experiences.

Action Code#

import common from "../common/common.mjs"; export default { ...common, key: "cradl_ai-parse-document-human-in-loop", name: "Parse Document with Human in the Loop", description: "Sends a document to an existing flow for human-in-the-loop processing. [See the documentation](https://docs.cradl.ai/integrations/rest-api)", version: "0.1.1", annotations: { destructiveHint: false, openWorldHint: true, readOnlyHint: false, }, type: "action", props: { ...common.props, workflowId: { propDefinition: [ common.props.cradlAi, "workflowId", ], }, }, async run({ $ }) { const { documentId, fileUrl, } = await this.createDocumentHandle($); await this.uploadFile($, fileUrl); const { executionId } = await this.cradlAi.runWorkflow({ $, workflowId: this.workflowId, data: { input: { documentId, }, }, }); const result = await this.cradlAi.getRunResult({ $, workflowId: this.workflowId, executionId, }); $.export("$summary", `Successfully parsed document with ID: ${documentId}`); return result; }, };

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
Cradl AI	`cradlAi`	`app`	This component uses the Cradl AI app.
File Path or URL	`filePath`	`string`	The file to process. Provide either a file URL or a path to a file in the `/tmp` directory (for example, `/tmp/myFile.txt`).
Content Type	`contentType`	`string`	Select a value from the drop down menu:`application/pdfimage/jpegimage/pngimage/tiff`
Name	`name`	`string`	Name of the document
Description	`description`	`string`	Description of the document
Dataset ID	`datasetId`	`string`	Select a value from the drop down menu.
Workflow ID	`workflowId`	`string`	Select a value from the drop down menu.

Action Authentication#

Cradl AI uses OAuth authentication. When you connect your Cradl AI account, Pipedream will open a popup window where you can sign into Cradl AI and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Cradl AI API.

Pipedream requests the following authorization scopes when you connect your account:

api.lucidtech.ai/users:read

About Cradl AI#

Automate internal document processes with AI.

More Ways to Connect Cradl AI + Airtable#

Other Popular Integrations#

Parse Document with Human in the Loop with Cradl AI API on New Field from Airtable (OAuth) API

Airtable + Cradl AI

Parse Document with Human in the Loop with Cradl AI API on New or Modified Records in View from Airtable API

Pipedream makes it easy to connect APIs for Cradl AI, Airtable and 2,800+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

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