Back to Integrations
Google Vertex AI
X (Formerly Twitter)
integrationGoogle Vertex AI node
HTTP Request
integrationX (Formerly Twitter) node

Google Vertex AI and X (Formerly Twitter) integration

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

Get started
See n8n in action

How to connect Google Vertex AI and X (Formerly Twitter)

  • 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 X (Formerly Twitter) integration: Create a new workflow and add the first step

Step 2: Add and configure X (Formerly Twitter) and Google Vertex AI nodes (using the HTTP Request node)

You can find the X (Formerly Twitter) node in the nodes panel and drag it onto your workflow canvas. To add the Google Vertex AI app to the workflow select the HTTP Request node and use the generic authentication method to make custom API calls to Google Vertex AI. Configure Google Vertex AI and X (Formerly Twitter) one by one: input data on the left, parameters in the middle, and output data on the right.

X (Formerly Twitter) and Google Vertex AI integration: Add and configure X (Formerly Twitter) and Google Vertex AI nodes

Step 3: Connect X (Formerly Twitter) and Google Vertex AI

A connection establishes a link between X (Formerly Twitter) 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.

X (Formerly Twitter) and Google Vertex AI integration: Connect X (Formerly Twitter) and Google Vertex AI

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

X (Formerly Twitter) and Google Vertex AI integration: Customize and extend your X (Formerly Twitter) and Google Vertex AI integration

Step 5: Test and activate your Google Vertex AI and X (Formerly Twitter) workflow

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

X (Formerly Twitter) and Google Vertex AI integration: Test and activate your X (Formerly Twitter) and Google Vertex AI workflow

Build your own Google Vertex AI and X (Formerly Twitter) integration

Create custom Google Vertex AI and X (Formerly Twitter) 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.

  • Generative-ai
  • Function-calling
  • Grounding
  • -errors
  • Text-embeddings
  • Multimodal-embeddings
  • Imagen-
  • Code-completion
  • Batch-prediction
  • Tuning
  • Evaluation
  • Rag-
  • Extensions
  • Count-tokens
  • Reasoning-engine
  • Medlm
  • Code-completions
  • Llamaindex
  • Counttokens
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here
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!

View workflow
Or explore 800+ other templates here

X (Formerly Twitter) supported actions

  • Direct Message
  • List
  • Tweet
  • User
Create
Send a direct message to a user
Add Member
Add a member to a list
Create
Create, quote, or reply to a tweet
Delete
Delete a tweet
Like
Like a tweet
Retweet
Retweet a tweet
Search
Search for tweets from the last seven days
Get
Retrieve a user by username

Google Vertex AI and X (Formerly Twitter) 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.

integrationX (Formerly Twitter) node
X (Formerly Twitter)

Twitter is a microblogging and social networking platform where users can post, share and reply to messages called "tweets" on the platform. It remains one of the world's largest social media websites.

Other integrations with X (Formerly Twitter)
X (Formerly Twitter) node
X (Formerly Twitter) node
X (Formerly Twitter) node
X (Formerly Twitter) node
Use case

Automate lead management

Using too many marketing tools? n8n lets you orchestrate all your apps into one cohesive, automated workflow.

Learn more

Google Vertex AI and X (Formerly Twitter) integration tutorials

featured image
  • Guide
  • Bot

Twitter automation: Top Twitter bots and how to build them with n8n

Discover the top Twitter bots and learn how to build them using n8n. Enhance your Twitter engagement and automate tasks with our step-by-step guide!

featured image
  • Tips

6 e-commerce workflows to power up your Shopify store

Want to power up your online business and win back time? Discover how no-code workflow automation can help!

FAQs

  • Can Google Vertex AI connect with X (Formerly Twitter)?

  • Can I use Google Vertex AI’s API with n8n?

  • Can I use X (Formerly Twitter)’s API with n8n?

  • Is n8n secure for integrating Google Vertex AI and X (Formerly Twitter)?

  • How to get started with Google Vertex AI and X (Formerly Twitter) integration in n8n.io?

Need help setting up your Google Vertex AI and X (Formerly Twitter) integration?

Discover our latest community's recommendations and join the discussions about Google Vertex AI and X (Formerly Twitter) integration.
lexgabrees

Twitter Authentication not Working

lexgabrees
I’ve been trying to connect the Twitter node to well, Twitter. Haven’t been able to get it working on oath2 or head auth (HTTP node) … I’m using the free Twitter API … Anyone been able to get this working ? If so, how…
Andrey Khokhlov

Twitter credentials does not working

Andrey Khokhlov
Describe the problem/error/question Twitter is not working, no matter v1 or v2 oauth. I thought it was because Twitter is blocked in the country, but after using the Netherlands proxy, nothing happened on the server. Wh…

Looking to integrate Google Vertex AI and X (Formerly Twitter) in your company?

Contact Sales

Over 3000 companies switch to n8n every single week

Why use n8n to integrate Google Vertex AI with X (Formerly Twitter)

Build complex workflows, really fast

Build complex workflows, really fast

Handle branching, merging and iteration easily.
Pause your workflow to wait for external events.

Code when you need it, UI when you don't

Simple debugging

Your data is displayed alongside your settings, making edge cases easy to track down.

Use templates to get started fast

Use 1000+ workflow templates available from our core team and our community.

Reuse your work

Copy and paste, easily import and export workflows.

Implement complex processes faster with n8n

Get started
red iconyellow iconred iconyellow icon

Automate without limits

Made with ♥ in Berlin
Impressum | Legal | Privacy

Report a vulnerability
© 2024 n8n | All rights reserved.