Google Vertex AI and OpenAI integration
Save yourself the work of writing custom integrations for Google Vertex AI and OpenAI 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 Google Vertex AI and OpenAI
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.
Build your own Google Vertex AI and OpenAI integration
Create custom Google Vertex AI and OpenAI 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
Generate content
This endpoint generates content based on the input provided.
Call function
This endpoint allows for calling functions as part of the generative tasks.
Ground content
This endpoint grounds the content to ensure relevance and context.
List API errors
This endpoint retrieves potential API errors that can occur during requests.
Generate text embeddings
This endpoint generates embeddings for given text inputs.
Generate multimodal embeddings
This endpoint generates embeddings that leverage multiple modalities.
Generate and edit images
This endpoint is used for generating and editing images based on input specifications.
Use code completions
API for generating code completion suggestions.
Perform batch predictions
API for executing batch predictions on data.
Batch prediction
API for performing batch prediction.
Tune models
API for tuning machine learning models.
Tuning model parameters
API for tuning model parameters.
Rapid evaluation
API for quickly evaluating model performance.
Evaluate model performance
API for rapid evaluation of models.
Use LlamaIndex
API for accessing the LlamaIndex for retrieval-augmented generations.
Manage extensions
API for managing custom extensions.
Manage extensions
API for handling extensions.
Count tokens
API for counting tokens in text inputs.
Use reasoning engine
API for performing reasoning tasks.
Utilize reasoning engine
API for using the reasoning engine capabilities.
Use MedLM API
API for accessing medical language models.
Access MedLM
API for accessing MedLM functionality.
Generate and edit images
API for generating and editing images.
Access LlamaIndex
API for accessing LlamaIndex functionality.
Count tokens
API for counting tokens in text.
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.
See the example hereThese 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!
OpenAI supported actions
Create an Assistant
Create a new assistant
Delete an Assistant
Delete an assistant from the account
List Assistants
List assistants in the organization
Message an Assistant
Send messages to an assistant
Update an Assistant
Update an existing assistant
Message a Model
Create a completion with GPT 3, 4, etc.
Classify Text for Violations
Check whether content complies with usage policies
Analyze Image
Take in images and answer questions about them
Generate an Image
Creates an image from a text prompt
Generate Audio
Creates audio from a text prompt
Transcribe a Recording
Transcribes audio into the text
Translate a Recording
Translate audio into the text in the english language
Delete a File
Delete a file from the server
List Files
Returns a list of files that belong to the user's organization
Upload a File
Upload a file that can be used across various endpoints
Google Vertex AI and OpenAI integration details
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.
Related categories
OpenAI
OpenAI, the creator of ChatGPT, offers a range of powerful models including GPT-3, DALL·E, and Whisper. Leverage these models to build AI-powered workflows.
Related categories
Other integrations with OpenAI
Google Vertex AI and OpenAI integration tutorials
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How to use OpenAI node with n8n to automate your workflows
Learn how to use OpenAI node together with n8n to automate your workflows – discover these 6 existing automation ideas!
How to get started with ChatGPT in your n8n projects: 5 simple workflows
Learn how to connect n8n with ChatGPT and effectively use this chatbot. Prompt engineering and prompt chaining is the trick!
How to create an AI-driven tweet generator bot in 10 minutes
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FAQ
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