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integrationBrowserless node
HTTP Request
integrationGoogle Vertex AI node
HTTP Request

Browserless and Google Vertex AI integration

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

How to connect Browserless and Google Vertex AI

  • 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.

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

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

Add the HTTP Request nodes onto your workflow canvas. Set credentials for Browserless and Google Vertex AI as appropriate using generic authentication methods. The HTTP Request nodes make custom API calls to Browserless and Google Vertex AI 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.

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

Step 3: Connect Browserless and Google Vertex AI

A connection establishes a link between Browserless and Google Vertex AI (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.

Browserless and Google Vertex AI integration: Connect Browserless and Google Vertex AI

Step 4: Customize and extend your Browserless and Google Vertex AI 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 Browserless and Google Vertex AI with any of n8n’s 1000+ integrations, and incorporate advanced AI logic into your workflows.

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

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

Save and run the workflow to see if everything works as expected. Based on your configuration, data should flow from Browserless and Google Vertex AI 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.

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

Build your own Browserless and Google Vertex AI integration

Create custom Browserless and Google Vertex AI 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 Browserless

To set up Browserless 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 Browserless to query the data you need using the API endpoint URLs you provide.

Unblock chrome
Unblocks the Chrome browser.
POST
post/chrome/unblock
Scrape content
Scrapes content from a given webpage.
POST
post/chrome/scrape
Generate PDF
Generates a PDF from a given URL using Chrome.
POST
post/chrome/pdf
Performance analysis
Analyzes the performance of a webpage using Chrome.
POST
post/chrome/performance
Take screenshot
Takes a screenshot using the Chrome browser.
POST
post/chrome/screenshot
Connect to Chromium
Launch and connect to Chromium with a library like puppeteer or others that work over chrome-devtools-protocol.
GET
/chrome

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Unblock chromium
Unblocks the Chromium browser.
POST
post/unblock
Generate PDF
Generates a PDF from a given URL or content.
POST
post/pdf
Take screenshot
Takes a screenshot of the web page.
POST
post/screenshot
Scrape content
Scrapes content from a given webpage using Chromium.
POST
post/scrape
Connect to Chromium
Launch and connect to Chromium with a library like puppeteer or others that work over chrome-devtools-protocol.
GET
/chromium

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

List JSON
Lists all JSON entries available.
GET
get/json/list
Create new JSON entry
Creates a new JSON entry.
PUT
put/json/new
Get JSON protocol
Retrieves the JSON protocol information.
GET
get/json/protocol
Get JSON version
Retrieves the version of the JSON API.
GET
get/json/version

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Manage content
Handles various content management tasks.
POST
post/content
Create content
A JSON-based API that runs and returns HTML content after the page has loaded and JavaScript has parsed.
POST
/chrome/content
Access content
Fetch content from the specified URL.
GET
/content
Create content
Captures the content of a page by specifying its URL.
POST
/content

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Download files
Downloads files from specified locations.
POST
post/download
Download file
Download a file from the specified URL.
GET
/download

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get liveURL
Returns a fully-qualified URL to load into a web-browser.
GET
/Browserless.liveURL
Close liveURL
Closes the session associated with a liveURL.
POST
/Browserless.closeLiveURL

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Reconnect to a browser process
Reconnecting allows for the underlying Chrome or Chromium process to continue to run for a specified amount of time.
GET
/Browserless.reconnect
Reconnect to existing session
Reconnect to an existing Chromium or Chrome session.
GET
/reconnect/*

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Solve captcha
This API allows you to solve captchas programmatically using Browserless.
POST
/chromium/stealth/solveCaptcha

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get live session
Websocket back-end that powers the live session experience.
GET
/chrome/live/*
Get live session
Websocket back-end that powers the live session experience.
GET
/live/*

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get stealth chromium
Launch and connect to Stealthy Chromium for scraping.
GET
/chrome/stealth
Get stealth data
Connect to Stealthy Chromium for scraping in a more stealth-like fashion.
GET
/chromium/stealth

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get browser connection
Connect to an already-running Chromium process using Chrome DevTools protocol.
GET
/devtools/browser/*

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get page connection
Connect to an existing page in Chromium using the page websocketDebugger URL.
GET
/devtools/page/*

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get playwright connection
Connect to Chromium with any playwright style library.
GET
/chrome/playwright

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Unblock URL
Unblocks the provided URL from being blocked due to bot detection.
POST
/chrome/unblock
Unblock URL via Chromium
Unblocks the provided URL using Chromium from being blocked due to bot detection.
POST
/unblock/chromium/unblock

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Generate PDF
A JSON-based API for getting a PDF binary from either a supplied URL or HTML payload.
POST
/pdf/chromium/pdf
Create pdf
Generates a PDF document from the provided input data.
POST
/chromium/pdf
Generate PDF
Create a PDF from the provided content.
POST
/pdf
Create pdf
Converts a webpage to PDF format.
POST
/pdf?token=MY_API_TOKEN

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Take screenshot
A JSON-based API for getting a screenshot binary from either a supplied "url" or "html" payload in your request.
POST
/chromium/screenshot
Capture screenshot
Take a screenshot of the specified URL.
GET
/screenshot

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Get image
Fetches a screenshot of a webpage.
GET
/image

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Execute a function
Run a specific function with provided parameters.
POST
/function

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Scrape data
Extract data from the specified URL.
POST
/scrape

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Assess performance
Evaluate the performance of a given resource.
GET
/performance

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Manage sessions
Access and manage current sessions.
GET
/sessions

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Fetch metrics
Retrieve metrics related to the sessions.
GET
/metrics

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

Update configuration
Modify configuration settings for the session.
PUT
/config

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 Browserless official documentation to get a full list of all API endpoints and verify the scraped ones!

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!

Browserless and Google Vertex AI 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

  • Can Browserless connect with Google Vertex AI?

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

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