Tag: LLM

LangGraph is a library that focus on agent orchestration. It allows you to create workflows with conditionals, parallel flows, have human approval/input and persistent state across requests. This is an example on how this works: ```ts import { StateSchema, MessagesValue, GraphNode, StateGraph, STAR...

You can structure your prompt using three different roles: `system`, `user`, and `assistant`. The system message is not required but helps to set the overall behavior of the assistant. The example above only includes a user message which you can use to directly prompt the model. Elements of a promp...

Retrieval Augmented Generation is the process of combining a user's prompt with relevant external contextual information. This process enables LLMs to have more accurate answers, hallucinate less and increases consistency and speed through caching. LLMs are usually trained on public data, so it can...