AutomationMart
Home/Browse/Process multiple prompts in parallel with Azure OpenAI Batch API
n8n

Process multiple prompts in parallel with Azure OpenAI Batch API

n8nn8n38 modulesv1.0
OpenAI

Process Multiple Prompts in Parallel with Azure OpenAI Batch API Who is this for? 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 data, such as chatbots, content generation, or data analysis. What problem is this workflow solving? Sending multiple prompts to the Azure Ope

At a glance

Process multiple prompts in parallel with Azure OpenAI Batch API is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
OpenAI
Modules
38
Price
Free
Version
v1.0
Process multiple prompts in parallel with Azure OpenAI Batch API workflow diagram

About this workflow

Process Multiple Prompts in Parallel with Azure OpenAI Batch API Who is this for? 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 data, such as chatbots, content generation, or data analysis. What problem is this workflow solving? Sending multiple prompts to the Azure OpenAI API can be time-consuming and inefficient if done sequentially. This workflow automates the process of batching requests, allowing users to submit multiple prompts at once and retrieve the results in a streamlined manner. This not only saves time but also optimizes resource usage. What this workflow does This workflow: 1. Accepts an array of requests, each containing a prompt and associated parameters. 2. Converts the requests into a JSONL format suitable for batch processing. 3. Uploads the batch file to the Azure OpenAI API. 4. Creates a batch job to process the prompts. 5. Polls for the job status and retrieves the output once processing is complete. 6. Parses the output and returns the results. Key Features of Azure OpenAI Batch API The Azure OpenAI Batch API is designed to handle large-scale and high-volume processing tasks efficiently. Key features include: - Asynchronous Processing: Handle groups of requests with separate quotas, targeting a 24-hour turnaround at 50% less cost than global standards. - Batch Requests: Send a large number of requests in a single file, avoiding disruption to online workloads. Key Use Cases - Large-Scale Data Processing: Quickly analyze extensive datasets in parallel. - Content Generation: Create large volumes of text, such as product descriptions or articles. - Document Review and Summarization: Automate the review and summarization of lengthy documents. - Customer Support Automation: Handle numerous queries simultaneously for faster responses. - Data Extraction and Analysis: Extract and analyze information from vast amounts of unstructured data. - Natural Language Processing (NLP) Tasks: Perform tasks like sentiment analysis or translation on large datasets. - Marketing and Personalization: Generate personalized content and recommendations at scale. Setup 1. Azure OpenAI Credentials: Ensure you have your Azure OpenAI API credentials set up in n8n. 2. Configure the Workflow: - Set the azopenaiendpoint in the "Setup defaults" node to your Azure OpenAI endpoint. - Adjust the api-version in the "Set desired 'api-version'" node if necessary. 3. Run the Workflow: Trigger the workflow using the "Run example" node to see it in action. How to customize this workflow to your needs - Modify Prompts: Change the prompts in the "One query example" node to suit your application. - Adjust Parameters: Update the parameters in the requests to customize the behavior of the OpenAI model. - Add More Requests: You can add more requests in the input array to process additional prompts. Example Input Example Output Additional Notes - Job Management: You can cancel a job at any time, and any remaining work will be canceled while already completed work is returned. You will be charged for any completed work. - Data Residency: Data stored at rest remains in the designated Azure geography, while data may be processed for inferencing in any Azure OpenAI location. - Exponential Backoff: If your batch jobs are large and hitting the enqueued token limit, certain regions support queuing multiple batch jobs with exponential backoff. This template provides a comprehensive solution for efficiently processing multiple prompts using the Azure OpenAI Batch API, making it a valuable tool for developers and data scientists alike.

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

Related N8n workflows

Enrich calendar events with AI analysis using OpenAI, Perplexity & Weather data

This template helps you manage your calendars by enriching each calendar event with data from Perplexity, OpenWeatherMap, & Open AI, and sending notifications on your Telegram. 🤖 Smart Calendar Agent: Enrich Calendar Events with AI Analysis using OpenAI, Perplexity & Weather Data Problem 😤 Calendar management is a NIGHTMARE. I waste hours manually checking weather, researching restaurants, remembering flight details, and missing important prep work for events—scattered, reactive, exhausting. I w

Free

Automatic travel itinerary generation via email with Llama AI

Travel Agent that Auto Response on Mail In this guide, we’ll break down how to set up an AI-powered auto-reply system that works while you sleep. Ready to 10X your efficiency? Let’s dive in! What’s the Goal? - AI-driven auto-responses for Email. - Instant replies to FAQs, order confirmations, and support queries. - 24/7 availability - no more “We’ll get back to you soon” delays. - Seamless integration with existing business tools. By the end, you’ll have a self-running communication assistan

Free

Automated expense approval system with GPT-4, Airtable & Pinecone Vector DB

Automate expense reviews with AI-powered CFO-level analysis. This workflow monitors Airtable expense submissions, uses GPT-4 to analyze expenses like an experienced CFO, flags suspicious expenses with detailed reasoning, and maintains comprehensive audit trails in Pinecone vector database. 🚀 What It Does - Smart Monitoring: Watches Airtable for new expense submissions - AI CFO Analysis: GPT-4 applies financial expertise to review amounts, categories, and descriptions - Intelligent Flagging: Auto

Free

Qualifying appointment requests with AI & n8n forms

This n8n template builds upon a simple appointment request form design which uses AI to qualify if the incoming enquiry is suitable and/or time-worthy of an appointment. This demonstrates a lighter approach to using AI in your templates but handles a technically difficult problem - contextual understanding! This example can be used in a variety of contexts where figuring out what is and isn't relevant can save a lot of time for your organisation. How it works We start with a form trigger which

Free

Search for products in Shopify and update them with ChatGPT completions

Enhance your Shopify product listings by searching for products and updating them with AI-generated content using ChatGPT.

Free

AI-personalized multi-product email outreach with SMTP rotation (GPT-4o/o3-mini)

Multi Product AI Email Automation with SMTP Rotation & No-Code Workflow(OpenAI GPT-4o or o3-mini) 🚀 Why This Workflow Matters - True Multi-Offer Campaigns Promote any mix of products, services or solutions in one run; no separate workflows needed. - SMTP Load Balancing A Switch node rotates sends across five Gmail/SMTP accounts to spread volume, avoid rate limits and boost deliverability. - Model Flexibility Supports GPT-4o, GPT-3 or OpenAI o3-mini for query generation and email personaliz

Free

Send personalized WhatsApp templates triggered by KlickTipp with auto-responses

Community Node Disclaimer: This workflow uses KlickTipp community nodes. How It Works This workflow automates personalized WhatsApp message template delivery triggered by events in KlickTipp or by messages sent to the Whatsapp Business account. When a contact triggers an Outbound, the workflow uses a pre-approved WhatsApp message template to send dynamic, real-time messages through the WhatsApp Business Cloud API. When receiving messages it checks whether a cancellation should be processed or if

Free

Automate your Magento 2 weekly sales & performance reports

Automatically fetches last week’s Magento 2 orders, summarises sales and product performance, logs the data to Google Sheets, and emails a polished report — all without logging into admin or buying extra modules. Perfect for store owners and agencies. ✅ What This Workflow Does: This workflow automatically fetches the last 7 days of orders from your Magento 2 store, summarizes key metrics (orders, revenue, products sold), groups product performance data, generates a Google Sheet with two tabs (W

Free

Reviews

No reviews yet

Be the first to buy and share your experience.

Leave a review

Sign in to share your experience with this workflow.

Log in to review
Free
No ratings yet

Create a free account to purchase workflows.

  • JSON blueprint — instant download
  • Setup guide PDF included
  • 5 downloads · valid 30 days
  • Works with n8n

Need help setting this up?

Book a 3-hour live setup session with an Agility consultant.

₹2,499/ session
3 hrs · video call
  • Configure live on Google Meet / Zoom
  • Free follow-up if workflow has defects
  • Platform expert assigned to you
Book installation session
Free