AutomationFlowsAI & RAG › Process Multiple Prompts in Parallel with Azure Openai Batch API

Process Multiple Prompts in Parallel with Azure Openai Batch API

ByGreg Evseev @greg on n8n.io

This workflow is designed for developers and data scientists who want to efficiently send multiple prompts to the Azure OpenAI Batch API and retrieve responses in a single batch process. It is particularly useful for applications that require processing large volumes of text…

Event trigger★★★★★ complexityAI-powered53 nodesExecute Workflow TriggerMemory Buffer WindowMemory ManagerExecution DataHTTP Request
AI & RAG Trigger: Event Nodes: 53 Complexity: ★★★★★ AI nodes: yes Added:

This workflow corresponds to n8n.io template #3537 — we link there as the canonical source.

This workflow follows the Execute Workflow Trigger → HTTP Request recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json
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    {
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  "connections": {
    "Run example": {
      "main": [
        [
          {
            "node": "One query example",
            "type": "main",
            "index": 0
          },
          {
            "node": "Truncate Chat Memory",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Parse response": {
      "main": [
        [
          {
            "node": "Split Out Parsed Results",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Setup defaults": {
      "main": [
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          {
            "node": "Set defaults if not set already",
            "type": "main",
            "index": 0
          }
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        [
          {
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            "type": "main",
            "index": 0
          }
        ]
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          {
            "node": "Append custom_id for single query example",
            "type": "main",
            "index": 0
          }
        ]
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    "Upload batch file": {
      "main": [
        [
          {
            "node": "If upload processed",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "If ended processing": {
      "main": [
        [
          {
            "node": "Retrieve batch job output file",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Batch Status Poll Interval",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "If upload processed": {
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          {
            "node": "Create batch job",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "File Upload Poll Interval",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Simple Memory Store": {
      "ai_memory": [
        [
          {
            "node": "Load Chat Memory Data",
            "type": "ai_memory",
            "index": 0
          },
          {
            "node": "Fill Chat Memory with example data",
            "type": "ai_memory",
            "index": 0
          },
          {
            "node": "Truncate Chat Memory",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Truncate Chat Memory": {
      "main": [
        [
          {
            "node": "Fill Chat Memory with example data",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Load Chat Memory Data": {
      "main": [
        [
          {
            "node": "Append custom_id for chat memory example",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "JSON requests to JSONL": {
      "main": [
        [
          {
            "node": "Remove original requests",
            "type": "main",
            "index": 0
          },
          {
            "node": "Convert requests jsonl to File",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Remove original requests": {
      "main": [
        [
          {
            "node": "Merge File and API Version",
            "type": "main",
            "index": 1
          }
        ]
      ]
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    "Track batch job progress": {
      "main": [
        [
          {
            "node": "If ended processing",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Track file upload status": {
      "main": [
        [
          {
            "node": "If upload processed",
            "type": "main",
            "index": 0
          }
        ]
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    "File Upload Poll Interval": {
      "main": [
        [
          {
            "node": "Track file upload status",
            "type": "main",
            "index": 0
          }
        ]
      ]
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    "Set desired 'api-version'": {
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          {
            "node": "Execute Workflow 'Process Multiple Prompts in Parallel with Azure OpenAI Batch API'",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Batch Status Poll Interval": {
      "main": [
        [
          {
            "node": "Track batch job progress",
            "type": "main",
            "index": 0
          }
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          {
            "node": "Set desired 'api-version'",
            "type": "main",
            "index": 0
          }
        ]
      ]
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      "main": [
        [
          {
            "node": "Join two example requests into array",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "Merge File and API Version": {
      "main": [
        [
          {
            "node": "Upload batch file",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Filter First Prompt Results": {
      "main": [
        [
          {
            "node": "First Prompt Result",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Filter Second Prompt Results": {
      "main": [
        [
          {
            "node": "Second Prompt Result",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Change file name and mimetype": {
      "main": [
        [
          {
            "node": "Merge File and API Version",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Convert requests jsonl to File": {
      "main": [
        [
          {
            "node": "Change file name and mimetype",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Retrieve batch job output file": {
      "main": [
        [
          {
            "node": "Parse response",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set defaults if not set already": {
      "main": [
        [
          {
            "node": "JSON requests to JSONL",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "When Executed by Another Workflow": {
      "main": [
        [
          {
            "node": "Setup defaults",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Fill Chat Memory with example data": {
      "main": [
        [
          {
            "node": "Load Chat Memory Data",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Join two example requests into array": {
      "main": [
        [
          {
            "node": "Construct 'requests' array",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Append custom_id for chat memory example": {
      "main": [
        [
          {
            "node": "Build batch 'request' object from Chat Memory and execution data",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Append custom_id for single query example": {
      "main": [
        [
          {
            "node": "Build batch 'request' object for single query",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Build batch 'request' object for single query": {
      "main": [
        [
          {
            "node": "Delete original properties",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Build batch 'request' object from Chat Memory and execution data": {
      "main": [
        [
          {
            "node": "Join two example requests into array",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Execute Workflow 'Process Multiple Prompts in Parallel with Azure OpenAI Batch API'": {
      "main": [
        [
          {
            "node": "Filter First Prompt Results",
            "type": "main",
            "index": 0
          },
          {
            "node": "Filter Second Prompt Results",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
Pro

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About this workflow

This workflow is designed for developers and data scientists who want to efficiently send multiple prompts to the Azure OpenAI Batch API and retrieve responses in a single batch process. It is particularly useful for applications that require processing large volumes of text…

Source: https://n8n.io/workflows/3537/ — original creator credit. Request a take-down →

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