FlowiseAI
English
English
  • Introduction
  • Get Started
  • Contribution Guide
    • Building Node
  • API Reference
    • Assistants
    • Attachments
    • Chat Message
    • Chatflows
    • Document Store
    • Feedback
    • Leads
    • Ping
    • Prediction
    • Tools
    • Upsert History
    • Variables
    • Vector Upsert
  • CLI Reference
    • User
  • Using Flowise
    • Agentflow V2
    • Agentflow V1 (Deprecating)
      • Multi-Agents
      • Sequential Agents
        • Video Tutorials
    • API
    • Analytic
      • Arize
      • Langfuse
      • Lunary
      • Opik
      • Phoenix
    • Document Stores
    • Embed
    • Monitoring
    • Streaming
    • Uploads
    • Variables
    • Workspaces
    • Evaluations
  • Configuration
    • Auth
      • Application
      • Flows
    • Databases
    • Deployment
      • AWS
      • Azure
      • Alibaba Cloud
      • Digital Ocean
      • Elestio
      • GCP
      • Hugging Face
      • Kubernetes using Helm
      • Railway
      • Render
      • Replit
      • RepoCloud
      • Sealos
      • Zeabur
    • Environment Variables
    • Rate Limit
    • Running Flowise behind company proxy
    • SSO
    • Running Flowise using Queue
    • Running in Production
  • Integrations
    • LangChain
      • Agents
        • Airtable Agent
        • AutoGPT
        • BabyAGI
        • CSV Agent
        • Conversational Agent
        • Conversational Retrieval Agent
        • MistralAI Tool Agent
        • OpenAI Assistant
          • Threads
        • OpenAI Function Agent
        • OpenAI Tool Agent
        • ReAct Agent Chat
        • ReAct Agent LLM
        • Tool Agent
        • XML Agent
      • Cache
        • InMemory Cache
        • InMemory Embedding Cache
        • Momento Cache
        • Redis Cache
        • Redis Embeddings Cache
        • Upstash Redis Cache
      • Chains
        • GET API Chain
        • OpenAPI Chain
        • POST API Chain
        • Conversation Chain
        • Conversational Retrieval QA Chain
        • LLM Chain
        • Multi Prompt Chain
        • Multi Retrieval QA Chain
        • Retrieval QA Chain
        • Sql Database Chain
        • Vectara QA Chain
        • VectorDB QA Chain
      • Chat Models
        • AWS ChatBedrock
        • Azure ChatOpenAI
        • NVIDIA NIM
        • ChatAnthropic
        • ChatCohere
        • Chat Fireworks
        • ChatGoogleGenerativeAI
        • Google VertexAI
        • ChatHuggingFace
        • ChatLocalAI
        • ChatMistralAI
        • IBM Watsonx
        • ChatOllama
        • ChatOpenAI
        • ChatTogetherAI
        • GroqChat
      • Document Loaders
        • Airtable
        • API Loader
        • Apify Website Content Crawler
        • BraveSearch Loader
        • Cheerio Web Scraper
        • Confluence
        • Csv File
        • Custom Document Loader
        • Document Store
        • Docx File
        • Epub File
        • Figma
        • File
        • FireCrawl
        • Folder
        • GitBook
        • Github
        • Google Drive
        • Google Sheets
        • Jira
        • Json File
        • Json Lines File
        • Microsoft Excel
        • Microsoft Powerpoint
        • Microsoft Word
        • Notion
        • PDF Files
        • Plain Text
        • Playwright Web Scraper
        • Puppeteer Web Scraper
        • S3 File Loader
        • SearchApi For Web Search
        • SerpApi For Web Search
        • Spider - web search & crawler
        • Text File
        • Unstructured File Loader
        • Unstructured Folder Loader
      • Embeddings
        • AWS Bedrock Embeddings
        • Azure OpenAI Embeddings
        • Cohere Embeddings
        • Google GenerativeAI Embeddings
        • Google VertexAI Embeddings
        • HuggingFace Inference Embeddings
        • LocalAI Embeddings
        • MistralAI Embeddings
        • Ollama Embeddings
        • OpenAI Embeddings
        • OpenAI Embeddings Custom
        • TogetherAI Embedding
        • VoyageAI Embeddings
      • LLMs
        • AWS Bedrock
        • Azure OpenAI
        • Cohere
        • GoogleVertex AI
        • HuggingFace Inference
        • Ollama
        • OpenAI
        • Replicate
      • Memory
        • Buffer Memory
        • Buffer Window Memory
        • Conversation Summary Memory
        • Conversation Summary Buffer Memory
        • DynamoDB Chat Memory
        • MongoDB Atlas Chat Memory
        • Redis-Backed Chat Memory
        • Upstash Redis-Backed Chat Memory
        • Zep Memory
      • Moderation
        • OpenAI Moderation
        • Simple Prompt Moderation
      • Output Parsers
        • CSV Output Parser
        • Custom List Output Parser
        • Structured Output Parser
        • Advanced Structured Output Parser
      • Prompts
        • Chat Prompt Template
        • Few Shot Prompt Template
        • Prompt Template
      • Record Managers
      • Retrievers
        • Extract Metadata Retriever
        • Custom Retriever
        • Cohere Rerank Retriever
        • Embeddings Filter Retriever
        • HyDE Retriever
        • LLM Filter Retriever
        • Multi Query Retriever
        • Prompt Retriever
        • Reciprocal Rank Fusion Retriever
        • Similarity Score Threshold Retriever
        • Vector Store Retriever
        • Voyage AI Rerank Retriever
      • Text Splitters
        • Character Text Splitter
        • Code Text Splitter
        • Html-To-Markdown Text Splitter
        • Markdown Text Splitter
        • Recursive Character Text Splitter
        • Token Text Splitter
      • Tools
        • BraveSearch API
        • Calculator
        • Chain Tool
        • Chatflow Tool
        • Custom Tool
        • Exa Search
        • Gmail
        • Google Calendar
        • Google Custom Search
        • Google Drive
        • Google Sheets
        • Microsoft Outlook
        • Microsoft Teams
        • OpenAPI Toolkit
        • Code Interpreter by E2B
        • Read File
        • Request Get
        • Request Post
        • Retriever Tool
        • SearchApi
        • SearXNG
        • Serp API
        • Serper
        • Tavily
        • Web Browser
        • Write File
      • Vector Stores
        • AstraDB
        • Chroma
        • Couchbase
        • Elastic
        • Faiss
        • In-Memory Vector Store
        • Milvus
        • MongoDB Atlas
        • OpenSearch
        • Pinecone
        • Postgres
        • Qdrant
        • Redis
        • SingleStore
        • Supabase
        • Upstash Vector
        • Vectara
        • Weaviate
        • Zep Collection - Open Source
        • Zep Collection - Cloud
    • LiteLLM Proxy
    • LlamaIndex
      • Agents
        • OpenAI Tool Agent
        • Anthropic Tool Agent
      • Chat Models
        • AzureChatOpenAI
        • ChatAnthropic
        • ChatMistral
        • ChatOllama
        • ChatOpenAI
        • ChatTogetherAI
        • ChatGroq
      • Embeddings
        • Azure OpenAI Embeddings
        • OpenAI Embedding
      • Engine
        • Query Engine
        • Simple Chat Engine
        • Context Chat Engine
        • Sub-Question Query Engine
      • Response Synthesizer
        • Refine
        • Compact And Refine
        • Simple Response Builder
        • Tree Summarize
      • Tools
        • Query Engine Tool
      • Vector Stores
        • Pinecone
        • SimpleStore
    • Utilities
      • Custom JS Function
      • Set/Get Variable
      • If Else
      • Sticky Note
    • External Integrations
      • Zapier Zaps
  • Migration Guide
    • Cloud Migration
    • v1.3.0 Migration Guide
    • v1.4.3 Migration Guide
    • v2.1.4 Migration Guide
  • Tutorials
    • RAG
    • Agentic RAG
    • SQL Agent
    • Agent as Tool
    • Interacting with API
    • Tools & MCP
    • Structured Output
    • Human In The Loop
    • Deep Research
  • Use Cases
    • Calling Children Flows
    • Calling Webhook
    • Interacting with API
    • Multiple Documents QnA
    • SQL QnA
    • Upserting Data
    • Web Scrape QnA
  • Flowise
    • Flowise GitHub
    • Flowise Cloud
Powered by GitBook
On this page
  • Prerequisites
  • Setup
  • Enable vertex AI API
  • Create credential file (Optional)
  • No. 1 : Use GCP CLI
  • No. 2 : Use GCP console
  • Flowise
  • Without credential file
  • With credential file
  • Resources
Edit on GitHub
  1. Integrations
  2. LangChain
  3. Chat Models

Google VertexAI

PreviousChatGoogleGenerativeAINextChatHuggingFace

Last updated 4 months ago

Prerequisites

  1. Install the

Setup

Enable vertex AI API

  1. Go to Vertex AI on GCP and click "ENABLE ALL RECOMMENDED API"

Create credential file (Optional)

There are 2 ways to create credential file

No. 1 : Use GCP CLI

  1. Open terminal and run the following command

gcloud auth application-default login
  1. Login to your GCP account

  2. Check your credential file. You can find your credential file in ~/.config/gcloud/application_default_credentials.json

No. 2 : Use GCP console

  1. Go to GCP console and click "CREATE CREDENTIALS"

  1. Create service account

  1. Fill in the form of Service account details and click "CREATE AND CONTINUE"

  2. Select proper role (for example Vertex AI User) and click "DONE"

  1. Click service account that you created and click "ADD KEY" -> "Create new key"

  1. Select JSON and click "CREATE" then you can download your credential file

Flowise

Without credential file

If you are using a GCP service like Cloud Run, or if you have installed default credentials on your local machine, you do not need to set this credential.

With credential file

  1. Go to Credential page on Flowise and click "Add credential"

  2. Click Google Vertex Auth

  1. Register your credential file. There are 2 ways to register your credential file.

  • Option 1 : Enter path of your credential file

    • If you have credential file on your machine, you can enter the path of your credential file into Google Application Credential File Path

  • Option 2 : Paste text of your credential file

    • Or you can copy all text in the credential file and paste it into Google Credential JSON Object

  1. Finally, click "Add" button.

  2. 🎉You can now use ChatGoogleVertexAI with the credential in Flowise now!

Resources

LangChain JS GoogleVertexAI
Google Service accounts overview
Try Google Vertex AI Palm 2 with Flowise: Without Coding to Leverage Intuition
Start your GCP
Google Cloud CLI