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dair-ai/Prompt-Engineering-Guide

Prompt-Engineering-Guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

View on GitHub↗Upstream dair-ai/Prompt-Engineering-Guide↗

Builder

dair-ai

dair-ai

dair-ai • individual

Stars

74,913

Using upstream star count

Forks

8,114

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 16, 2022

Project creation date

README Summary

<h5 align="center"> Sponsored by&nbsp;&nbsp;&nbsp;&nbsp;<a href="https://serpapi.com/"><img src="https://cdn.rawgit.com/standard/standard/master/docs/logos/serpapi.png" height=35 valign="middle"></a> </h5>

Community Evaluation

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AI Dev Skills

Unmapped

AI Agent DevelopmentAI System DesignLarge Language Model OptimizationMachine Learning EducationNatural Language ProcessingPrompt EngineeringRetrieval-Augmented Generation

LLM Application Layer

Context Engineering

Tags

AI Agent DevelopmentAI System DesignContext EngineeringLarge Language Model OptimizationMachine Learning EducationNatural Language ProcessingPrompt EngineeringRetrieval-Augmented GenerationCourseDocsEvalsForkedGPTGoogle AIImage GenerationJupyterLarge Language ModelsMistralMultimodal AIOpenAIPlanning / CoTRAGReact / Next.jsTool Use

Taxonomy

AI Trends

Agentic AIRetrieval-Augmented GenerationPrompt EngineeringLarge Language ModelsAI Education

category

Foundation ModelsAI AgentsRAG & RetrievalEvals & BenchmarkingGenerative MediaDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & Analytics

Deployment Context

Educational ResourceDocumentation SiteReference Material

Industries

EducationDeveloper ToolsResearchConsulting

Modalities

Text

Skill Areas

Prompt EngineeringContext EngineeringRetrieval-Augmented GenerationAI Agent DevelopmentLarge Language Model OptimizationNatural Language ProcessingAI System DesignMachine Learning Education

tag

Context EngineeringCourseDocsEvalsForkedGPTGoogle AIImage GenerationJupyterLarge Language ModelsMistralMultimodal AIOpenAIPlanning / CoTPrompt EngineeringRAGReact / Next.jsTool Use

Use Cases

LLM Prompt OptimizationAI Agent ImplementationRAG System DevelopmentAI Education and TrainingBest Practice DocumentationPrompt Template Creation

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

1

Update announcement bar CTA to DAIR Academy and clean up repo

Elvis Saravia • Mar 11, 2026

5767372

Add agent infographic assets

Elvis Saravia • Feb 20, 2026

1d08f3a

Add CLAUDE.md and project vault

Elvis Saravia • Feb 20, 2026

5c2748f

Quality

production
Quality
high
Maturity
production

Categories

Foundation ModelsPrimaryAI AgentsGenerative MediaRAG & RetrievalEvals & BenchmarkingDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsMultimodal AIOther AI / ML

PM Skills

User ExperienceData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

MDX100.0%

Timeline

Project created
Dec 16, 2022
Forked
Nov 4, 2025
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Mar 17, 2026

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