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integrationGoogle Vertex AI node
HTTP Request
integrationPapyrs node
HTTP Request

Google Vertex AI and Papyrs integration

Save yourself the work of writing custom integrations for Google Vertex AI and Papyrs and use n8n instead. Build adaptable and scalable AI, and Productivity workflows that work with your technology stack. All within a building experience you will love.

How to connect Google Vertex AI and Papyrs

  • Step 1: Create a new workflow
  • Step 2: Add and configure nodes
  • Step 3: Connect
  • Step 4: Customize and extend your integration
  • Step 5: Test and activate your workflow

Step 1: Create a new workflow and add the first step

In n8n, click the "Add workflow" button in the Workflows tab to create a new workflow. Add the starting point – a trigger on when your workflow should run: an app event, a schedule, a webhook call, another workflow, an AI chat, or a manual trigger. Sometimes, the HTTP Request node might already serve as your starting point.

Google Vertex AI and Papyrs integration: Create a new workflow and add the first step

Step 2: Add and configure Google Vertex AI and Papyrs nodes using the HTTP Request nodes

Add the HTTP Request nodes onto your workflow canvas. Set credentials for Google Vertex AI and Papyrs as appropriate using generic authentication methods. The HTTP Request nodes make custom API calls to Google Vertex AI and Papyrs to query the data you need. Configure nodes one by one: input data on the left, parameters in the middle, and output data on the right.

Google Vertex AI and Papyrs integration: Add and configure Google Vertex AI and Papyrs nodes

Step 3: Connect Google Vertex AI and Papyrs

A connection establishes a link between Google Vertex AI and Papyrs (or vice versa) to route data through the workflow. Data flows from the output of one node to the input of another. You can have single or multiple connections for each node.

Google Vertex AI and Papyrs integration: Connect Google Vertex AI and Papyrs

Step 4: Customize and extend your Google Vertex AI and Papyrs integration

Use n8n's core nodes such as If, Split Out, Merge, and others to transform and manipulate data. Write custom JavaScript or Python in the Code node and run it as a step in your workflow. Connect Google Vertex AI and Papyrs with any of n8n’s 1000+ integrations, and incorporate advanced AI logic into your workflows.

Google Vertex AI and Papyrs integration: Customize and extend your Google Vertex AI and Papyrs integration

Step 5: Test and activate your Google Vertex AI and Papyrs workflow

Save and run the workflow to see if everything works as expected. Based on your configuration, data should flow from Google Vertex AI and Papyrs or vice versa. Easily debug your workflow: you can check past executions to isolate and fix the mistake. Once you've tested everything, make sure to save your workflow and activate it.

Google Vertex AI and Papyrs integration: Test and activate your Google Vertex AI and Papyrs workflow

Build your own Google Vertex AI and Papyrs integration

Create custom Google Vertex AI and Papyrs workflows by choosing triggers and actions. Nodes come with global operations and settings, as well as app-specific parameters that can be configured. You can also use the HTTP Request node to query data from any app or service with a REST API.

Supported API Endpoints for Google Vertex AI

To set up Google Vertex AI integration, add the HTTP Request node to your workflow canvas and authenticate it using a generic authentication method. The HTTP Request node makes custom API calls to Google Vertex AI to query the data you need using the API endpoint URLs you provide.

Generate content
This endpoint generates content based on the input provided.
POST
/vertex-ai/generative-ai/docs/model-reference/inference

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Call function
This endpoint allows for calling functions as part of the generative tasks.
POST
/vertex-ai/generative-ai/docs/model-reference/function-calling

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Ground content
This endpoint grounds the content to ensure relevance and context.
POST
/vertex-ai/generative-ai/docs/model-reference/grounding

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

List API errors
This endpoint retrieves potential API errors that can occur during requests.
GET
/vertex-ai/generative-ai/docs/model-reference/api-errors

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Generate text embeddings
This endpoint generates embeddings for given text inputs.
POST
/vertex-ai/generative-ai/docs/model-reference/text-embeddings-api

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Generate multimodal embeddings
This endpoint generates embeddings that leverage multiple modalities.
POST
/vertex-ai/generative-ai/docs/model-reference/multimodal-embeddings-api

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Generate and edit images
This endpoint is used for generating and editing images based on input specifications.
POST
/vertex-ai/generative-ai/docs/model-reference/imagen-api

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Use code completions
API for generating code completion suggestions.
GET
/vertex-ai/generative-ai/docs/model-reference/code-completion

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Perform batch predictions
API for executing batch predictions on data.
GET
/vertex-ai/generative-ai/docs/model-reference/batch-prediction-api
Batch prediction
API for performing batch prediction.
POST
/vertex-ai/generative-ai/docs/model-reference/batch-prediction-api

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Tune models
API for tuning machine learning models.
GET
/vertex-ai/generative-ai/docs/model-reference/tuning
Tuning model parameters
API for tuning model parameters.
POST
/vertex-ai/generative-ai/docs/model-reference/tuning

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Rapid evaluation
API for quickly evaluating model performance.
GET
/vertex-ai/generative-ai/docs/model-reference/evaluation
Evaluate model performance
API for rapid evaluation of models.
POST
/vertex-ai/generative-ai/docs/model-reference/evaluation

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Use LlamaIndex
API for accessing the LlamaIndex for retrieval-augmented generations.
GET
/vertex-ai/generative-ai/docs/model-reference/rag-api

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Manage extensions
API for managing custom extensions.
GET
/vertex-ai/generative-ai/docs/model-reference/extension
Manage extensions
API for handling extensions.
POST
/vertex-ai/generative-ai/docs/model-reference/extension

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Count tokens
API for counting tokens in text inputs.
GET
/vertex-ai/generative-ai/docs/model-reference/count-tokens

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Use reasoning engine
API for performing reasoning tasks.
GET
/vertex-ai/generative-ai/docs/model-reference/reasoning-engine
Utilize reasoning engine
API for using the reasoning engine capabilities.
POST
/vertex-ai/generative-ai/docs/model-reference/reasoning-engine

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Use MedLM API
API for accessing medical language models.
GET
/vertex-ai/generative-ai/docs/model-reference/medlm
Access MedLM
API for accessing MedLM functionality.
POST
/vertex-ai/generative-ai/docs/model-reference/medlm

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Generate and edit images
API for generating and editing images.
POST
/vertex-ai/generative-ai/docs/model-reference/code-completion

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Access LlamaIndex
API for accessing LlamaIndex functionality.
POST
/vertex-ai/generative-ai/docs/model-reference/rag-api

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Count tokens
API for counting tokens in text.
POST
/vertex-ai/generative-ai/docs/model-reference/count-tokens

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Google Vertex AI official documentation to get a full list of all API endpoints and verify the scraped ones!

Supported API Endpoints for Papyrs

To set up Papyrs integration, add the HTTP Request node to your workflow canvas and authenticate it using a generic authentication method. The HTTP Request node makes custom API calls to Papyrs to query the data you need using the API endpoint URLs you provide.

List pages
Retrieve all pages for a user.
GET
/api/v1/pages/all/?auth_token=123456789012
Get page
Returns a dictionary with page information.
GET
/api/v1/pages/get/(#page_id)
Get all pages
Get a list of all pages visible to the user making the request.
GET
/api/v1/pages/all/
Delete page
Deletes a page based on the provided page ID.
POST
/api/v1/pages/delete/(#page_id)/
Create page
Creates a new page with the provided content and settings.
POST
/api/v1/pages/create/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Create paragraph
Create a new paragraph in the specified page.
POST
/api/v1/page/SKTL/paragraph/create/?auth_token=123456789012&format=html

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Post feed
Submit a new post to the feed.
POST
/api/v1/feed/post/?auth_token=111222333444
Post to the Activity Stream
Post a comment to the Activity Stream.
POST
/api/v1/feed/post/
Post to discussion stream
Post a comment to a discussion stream on a specific page.
POST
/api/v1/feed/post/(#page_id)/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

List records
Returns a list of all form records submitted on the specified page.
GET
/api/v1/pages/records/(#page_id)/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Get widget
Retrieves details of a specific widget by its ID on the specified page.
GET
/api/v1/page/(#page_id)/paragraph/get/(#widget_id)/
Get widget
Retrieves details of a specific heading widget by its ID on the specified page.
GET
/api/v1/page/(#page_id)/heading/get/(#widget_id)/
Get widget
Retrieves details of a specific attachment widget by its ID on the specified page.
GET
/api/v1/page/(#page_id)/attachment/get/(#widget_id)/
Create paragraph widget
Creates a new text box widget on the specified page.
POST
/api/v1/page/(#page_id)/paragraph/create/
Create heading widget
Creates a new heading widget on the specified page.
POST
/api/v1/page/(#page_id)/heading/create/
Update paragraph widget
Updates an existing text box widget on the specified page.
POST
/api/v1/page/(#page_id)/paragraph/update/(#widget_id)/
Update heading widget
Updates an existing heading widget on the specified page.
POST
/api/v1/page/(#page_id)/heading/update/(#widget_id)/
Create attachment widget
Creates a new attachment widget on the specified page.
POST
/api/v1/page/(#page_id)/attachment/create/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Create attachment
Create a new attachment widget on a page.
POST
/api/v1/page/SKTL/attachment/create/
Update attachment
Update an existing attachment widget on a page.
POST
/api/v1/page/(#page_id)/attachment/update/(#widget_id)/
Delete attachment
Delete an attachment widget from a page.
POST
/api/v1/page/(#page_id)/attachment/delete/(#widget_id)/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Delete paragraph
Delete a paragraph widget from a page.
POST
/api/v1/page/(#page_id)/paragraph/delete/(#widget_id)/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Delete heading
Delete a heading widget from a page.
POST
/api/v1/page/(#page_id)/heading/delete/(#widget_id)/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Search
Get a list of search results based on a query.
GET
/api/v1/search/query/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Get all people
Get a list of all people in your account.
GET
/api/v1/people/all/
Delete user
Permanently delete a user from your account.
POST
/api/v1/people/delete/(#user_id)/

These API endpoints were generated using n8n

n8n AI workflow transforms web scraping into an intelligent, AI-powered knowledge extraction system that uses vector embeddings to semantically analyze, chunk, store, and retrieve the most relevant API documentation from web pages. Remember to check the Papyrs official documentation to get a full list of all API endpoints and verify the scraped ones!

Google Vertex AI and Papyrs integration details

integrationGoogle Vertex AI node
HTTP Request
Google Vertex AI

Google Vertex AI is a unified machine learning platform that enables developers to build, deploy, and manage models efficiently. It provides a wide range of tools and services, such as AutoML and datasets, to accelerate the deployment of AI solutions.

FAQs

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  • How to get started with Google Vertex AI and Papyrs integration in n8n.io?

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