How to stream LLM responses using AWS API Gateway Websocket and Lambda

Nowadays LLMs are everywhere. Many tasks are getting automated using AI (LLM) models. Most of these use cases are chat based where you chat with the LLM and it responds back with answers. In these scenarios it becomes useful to have a streaming mechanism where the LLM can stream responses back to the user. In such cases, the client can connect to the LLM and the LLM can stream responses back to the client as and when they are ready. …

api automated aws cases chat devops lambda llm llms responses streaming tasks terraform use cases websocket