How to Develop an AI Application: Step-by-Step using Orkes Conductor
Blog post from Orkes
The first part of the AI App Development series introduces how to create a simple AI application using Orkes Conductor, focusing on building an article summarizer. The tutorial outlines the process of using Conductor as an orchestration engine to manage the complexities of AI application development, making it easier to develop, test, and deploy enterprise-ready solutions. Conductor allows developers to create workflows using a visual editor and integrate with various LLM providers like OpenAI, Google, and Amazon for tasks such as retrieving articles and generating summaries. The platform's capabilities in handling distributed environments, including data flow and execution management, facilitate the fast and flexible development of AI applications. The guide details steps for setting up application flows, integrating with LLMs, and creating prompt templates to optimize LLM responses, emphasizing Conductor's role in reducing time-to-market while maintaining enterprise-grade durability and security.