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From Prompts to Payments: Unlocking LLMs with Stripe Integration

Emad Dehnavi
4 min readNov 22, 2024

Agentic workflows are transforming the way AI interacts with the real world. Powered by large language models (LLMs) and advanced frameworks, these workflows allow AI agents to perform multi-step, real-world tasks such as booking flights, managing finances, or generating invoices. By integrating Stripe into these workflows, you can extend your agents’ capabilities to handle secure payments, manage transactions, and implement usage-based billing. Let’s dive into how this works and explore practical examples.

From Prompts to Payments: Unlocking LLMs with Stripe Integration

What Are Agentic Workflows?

An agentic workflow leverages LLMs and function calling to achieve complex goals by breaking them into smaller, manageable tasks. These workflows allow agents to combine reasoning, decision-making, and action execution in a seamless process.

For example:

  • A travel agent AI could search for flights, present options, and book a ticket.
  • A business partner agent could generate invoices or process payments.

Stripe enhances these workflows by embedding financial services, enabling your agents to not only plan but also act.

Enabling Real-World Transactions with Stripe Issuing

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Emad Dehnavi
Emad Dehnavi

Written by Emad Dehnavi

With 8 years as a software engineer, I write about AI and technology in a simple way. My goal is to make these topics easy and interesting for everyone.

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