Educational Resource & Knowledge Base
73.5k 2026-04-18
dair-ai/Prompt-Engineering-Guide
A comprehensive guide and resource hub for prompt engineering, context engineering, RAG, and AI Agents, designed to empower developers and researchers in leveraging large language models.
Core Features
Extensive collection of guides, papers, lessons, and notebooks.
Covers core concepts like prompt engineering, RAG, and AI Agents.
Offers self-paced courses and professional services (training, consulting).
Supports multiple languages for broader accessibility.
Provides practical examples and techniques for LLM interaction.
Detailed Introduction
Prompt engineering is a critical discipline for optimizing interactions with large language models (LLMs). This project serves as a leading educational resource, offering a meticulously curated collection of guides, research papers, lessons, and practical notebooks. It aims to equip both researchers and developers with the skills to effectively understand LLM capabilities and limitations, design robust prompting techniques, and implement advanced strategies like Retrieval Augmented Generation (RAG) and AI Agents for a wide array of applications.