Flowise Pipeline in DevOps

flowise.yaml

# azure-pipeline.yaml
trigger:
  paths:
    - 'flows/**/*.json'    # Properly escaped pattern for JSON files
    - 'flows/**/*.flow'    # In case you use .flow extension

variables:
  FLOWISE_API_KEY: $(FLOWISE_API_KEY)
  AZURE_STORAGE_CONNECTION_STRING: $(AZURE_STORAGE_CONNECTION_STRING)
  CONTAINER_NAME: 'flowise-flows'

stages:
- stage: DeployFlows
  jobs:
  - job: ProcessFlows
    pool:
      vmImage: 'ubuntu-latest'
    steps:
    - task: AzureCLI@2
      inputs:
        azureSubscription: 'Azure-Connection'
        scriptType: 'bash'
        scriptLocation: 'inlineScript'
        inlineScript: |
          # For each flow file in the flows directory and subdirectories
          find flows -type f \( -name "*.json" -o -name "*.flow" \) | while read flow
          do
            # Get flow name from filename (now handles paths correctly)
            flow_name=$(basename "$flow" | sed 's/\.[^.]*$//')
            
            # Upload flow to Azure Blob Storage
            az storage blob upload \
              --container-name $(CONTAINER_NAME) \
              --file "$flow" \
              --name "$flow_name.json" \
              --connection-string "$(AZURE_STORAGE_CONNECTION_STRING)"
            
            # Deploy flow to Flowise using API
            curl -X POST \
              -H "Authorization: Bearer $(FLOWISE_API_KEY)" \
              -H "Content-Type: application/json" \
              -d @"$flow" \
              http://flowise-service/api/v1/flows/import
          done

flows-storage.tf

resource "azurerm_storage_account" "flowise_flows" {
  name                     = "flowisestorage"
  resource_group_name      = var.resource_group_name
  location                = var.location
  account_tier             = "Standard"
  account_replication_type = "LRS"
}

resource "azurerm_storage_container" "flows" {
  name                  = "flowise-flows"
  storage_account_name  = azurerm_storage_account.flowise_flows.name
  container_access_type = "private"
}

kube-init.yaml

apiVersion: v1
kind: Pod
metadata:
  name: flowise
spec:
  initContainers:
  - name: flow-init
    image: mcr.microsoft.com/azure-cli
    command: 
    - /bin/bash
    - -c
    - |
      # Download flows from blob storage
      az storage blob download-batch \
        --source $(CONTAINER_NAME) \
        --destination /flows \
        --connection-string $(AZURE_STORAGE_CONNECTION_STRING)
      
      # Import flows to Flowise
      for flow in /flows/*.json
      do
        curl -X POST \
          -H "Authorization: Bearer $(FLOWISE_API_KEY)" \
          -H "Content-Type: application/json" \
          -d @"$flow" \
          http://localhost:3000/api/v1/flows/import
      done
    volumeMounts:
    - name: flows-volume
      mountPath: /flows
  containers:
  - name: flowise
    image: flowiseai/flowise
    volumeMounts:
    - name: flows-volume
      mountPath: /flows
  volumes:
  - name: flows-volume
    emptyDir: {}