Integrate MongoDB and Document AI to automate workflows with scalable backend

Connect MongoDB and Document AI nodes to in your workflow. Integrate with any tool or database and ship powerful backend logic and APIs instantly - No code required!

Getting Started

How To Connect MongoDB and Document AI

01

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

01

Step 1: Add Trigger Node

It is the node that will start your workflow execution.

02

Step 2: Connect MongoDB and Document AI

It is the node that will start your workflow execution.

Step 2: Connect MongoDB and Document AI

It is the node that will start your workflow execution.

02

Step 2: Connect MongoDB and Document AI

It is the node that will start your workflow execution.

03

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

03

Step 3: Integrate with any other tool or service

Add any other tools or your preferred database nodes. If an integration is not available generate your own using AI

04

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

04

Step 4: Execute Workflow

Once done, test and click ship to run as an API or scheduled job.

Node stack

Supported Triggers & Actions

MongoDB NODES

MongoDB Trigger

Trigger a workflow on data changes in your MongoDB database. Parse the incoming data payload from MongoDB and create a workflow connected to other apps. Check out the [Full Documentation](https://docs.buildship.com/trigger-nodes/mongodb-trigger) on how connect to your MongoDB project.

Delete Document

Deletes a document from a specified collection in MongoDB by document ID and returns the operation response.

Fetch Document

Fetches and returns the entire document data from a MongoDB collection based on the given document ID.

Full Text Search

This performs a full-text search in a specified MongoDB collection, conducts the search, returns matched documents. To enable full-text search (FTS) in MongoDB, follow this [guide](https://docs.buildship.com/tutorials/mongodb-search#full-text-search) on setting up MongoDB Search Index.

Hybrid Search

This performs a hybrid search in a specified MongoDB collection, conducts the search, returns matched documents. To enable semantic search in MongoDB, follow this [guide](https://docs.buildship.com/tutorials/mongodb-search#hybrid-search) on setting up search indexes.

Insert Document

Inserts the given data into a MongoDB collection and returns the ids of the inserted documents.

Query Collection

Queries for multiple documents in a MongoDB collection using connection string, database name, collection name, query, sort, and projection.

Semantic Search

This performs a semantic search in a specified MongoDB collection, conducts the search, returns matched documents. To enable semantic search in MongoDB, follow this [guide](https://docs.buildship.com/tutorials/mongodb-search#semantic-search) on setting up vector search index.

script

Update Document

Updates a specific document in a MongoDB collection using the updateOne function and returns the operation result.

script

Document AI NODES

Document AI Form Parser

Form Parser allows you to automatically extract fields, values, and generic entities like names, addresses, and prices from standard forms, structuring data in tables. It's ready to use without the need for training or customization, suitable for various document types. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**

script

Document AI Invoice Parser

Extract text and values from invoices such as invoice number, supplier name, invoice amount, tax amount, invoice date, due date. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**

script

Document AI OCR

Identify and extract text in different types of documents. This processor allows you to identify and extract text, including handwritten text, from documents in over 200 language. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**

script

Document AI US License Parser

Extract fields from US Driver License, including names, dates, etc. **To use this node you must first enable the [Document AI API](https://console.cloud.google.com/apis/library/documentai.googleapis.com?project=_)**

script

Support

Need Help?

Here are some helpful resources to get you "unstuck"

Start building your
BIGGEST ideas
in the *simplest* of ways.

Start building your
BIGGEST ideas
in the *simplest* of ways.

Start building your BIGGEST ideas in the *simplest* of ways.