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
Popular Templates With MongoDB and Document AI
Explore our popular Google Sheets & templates below. Click. Remix. Ship!
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
Blog posts & Tutorials
Recommended
Reads
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