Integrate Document AI and Gemini to automate workflows with scalable backend
Connect Document AI and Gemini nodes to in your workflow. Integrate with any tool or database and ship powerful backend logic and APIs instantly - No code required!
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How To Connect Document AI and Gemini
Supported Triggers & Actions
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=_)**
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=_)**
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=_)**
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=_)**
Gemini NODES
Count Tokens in Prompt
When using long prompts, it might be useful to count tokens before sending any content to the model.
script
Gemini Text Generator
Make an API call to the Generative Language Model endpoint
script
Generate Embedding
Generate Embeddings from text input and represent text (words, sentences, and blocks of text) in a vectorized formusing Gemini AI
script
Multimodal
Use Google's Gemini AI to generate text from text-only or text-and-image input. [Full documentation](https://cloud.google.com/vertex-ai/docs/generative-ai/start/quickstarts/quickstart-multimodal).
script
Stream Response
Generates a stream of response text using Google's Generative AI with a given prompt
script
blog posts & tutorials
Recommended Reads
Below are recommneded blogs that will help in your journey
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