Introduction
Document AI plugin will allow users to use Document AI processors to process invoice, parse form, extract key value pair and more. User could also use this plugin to make predictions on AutoML custom models that exposed as Document AI processors.
NOTE: These plugins will incur additional cost.
https://cloud.google.com/document-ai/docs
Use case(s)
- As a user, I would like to parse my invoices, form/key-value-pair documents in PDF format to extract entities, with Data Fusion pipelines that orchestrate the end to end journey, from a data source (GCS) to a data sink (BigQuery).
User Storie(s)
- As a data pipeline developer, I should be able to
...
- Batch Source
- Batch Sink
- Real-time Source
- Real-time Sink
- Action
- Post-Run Action
- Aggregate
- Join
- Spark Model
- Spark Compute
Configuration
Invoice API
https://cloud.google.com/document-understanding/alpha/docs/quickstart-invoice
| User Facing Name | Type | Description | Default value | Notes |
|---|---|---|---|---|
Table Parsing API
https://cloud.google.com/document-ai/docs/process-tables
| User Facing Name | Type | Description | Default value | Notes |
|---|---|---|---|---|
Form Parsing or KV API
https://cloud.google.com/document-ai/docs/process-forms
| User Facing Name | Type | Description | Default value | Notes |
|---|---|---|---|---|
...