Running chained LLMs with TypeScript in production

This article discusses how to develop reliable chained LLMs (Large Language Models) in production using TypeScript. Chaining LLMs is crucial for real-world applications as a single response from an LLM may not be sufficient. However, it exacerbates issues such as reliability, latency, costs, and infrastructure management. The author suggests using Inngest to manage these challenges without requiring any additional infrastructure or setup. By using the Inngest SDK, developers can create durable functions with retries, automatically persisted state, parallelism, and cancellation on any platform. This allows them to focus solely on their business logic while deploying chained LLMs in production within an hour. The author also outlines future plans for enhancing LLM use cases, such as a higher-level library for working with chained functions and integration with Langchain.