#

prompting

Prompt engineering is the practice of designing and optimizing prompts to effectively guide large language models (LLMs) and generative AI systems. It improves AI responses by using clear instructions, relevant context, examples, and constraints to achieve accurate and reliable outputs.

Here are 438 public repositories matching this topic...

NirDiamant / Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

python machine-learning ai tutorials openai gpt claude few-shot-learning in-context-learning llm prompt-engineering prompting llms chain-of-thought generative-ai chatgpt langchain genai

Updated Aug 19, 2026
Jupyter Notebook

swarms

kyegomez / swarms

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

machine-learning ai artificial-intelligence prompt-toolkit swarms agents multi-agent-systems huggingface prompt-engineering prompting chatgpt langchain gpt4all langchain-python tree-of-thoughts agentic-workflow agentic-ai claude-code

Updated Aug 24, 2026
Python

princeton-nlp / tree-of-thought-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

tree-search large-language-models llm prompting tree-of-thoughts

Updated Jan 16, 2025
Python

trigaten / Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

nlp machine-learning deep-learning transformers prompt-toolkit gpt-3 gpt3 openai-api gpt-4 prompt-tuning large-language-models llm prompt-engineering prompting chatgpt chatgpt-api gpt-4-api

Updated Jan 14, 2025
MDX

promptslab / Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Updated Mar 27, 2026
Python

ysymyth / ReAct

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

decision-making reasoning large-language-models llm prompting

Updated Feb 6, 2024
Jupyter Notebook

spcl / graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

graphs graph-structures large-language-models llm prompt-engineering prompting graph-of-thoughts

Updated Mar 24, 2026
Python

LLM-Prompt-Library

abilzerian / LLM-Prompt-Library

A playground of highly experimental prompts, Jinja2 templates & scripts for machine intelligence models from OpenAI, Anthropic, DeepSeek, Meta, Mistral, Google, xAI & others. Author: Alex Bilzerian (2022-present).

prompt text-analysis prompt-toolkit jinja jinja2-templates ai-agents multimodal rag prompt-learning prompt-tuning prompt-engineering prompting prompt-generator promptengineering prompt-injection prompt-management prompt-template meta-prompting

Updated Jul 12, 2025
Jinja

OpenDriveLab / DriveLM

[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering

autonomous-driving vision-language large-language-models llm prompt-engineering prompting chain-of-thought tree-of-thoughts graph-of-thoughts

Updated Jul 2, 2025
HTML

character-ai / prompt-poet

Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

prompt prompt-tuning llm prompt-engineering prompting prompt-design llm-inference

Updated Feb 12, 2026
Python

instructa / ai-prompts

Curated AI Prompts for Cursor Rules, Cline, Windsurf and Github Copilot

agent cursor copilot cline prompts windsurf ai-agent github-copilot prompting ai-prompts cursor-ai

Updated May 13, 2026
JavaScript

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

reliability calibration safety awesome-list uncertainty-quantification uncertainty-estimation robustness hallucination gpt-3 gpt-4 in-context-learning large-language-models prompt-engineering prompting llms chain-of-thought chatgpt

Updated Jun 5, 2026

self-refine

madaan / self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

prompts reasoning language-generation few-shot-learning gpt-4 large-language-models prompting llms chatgpt gpt-35

Updated Oct 4, 2024
Python

frankroeder / parrot.nvim

parrot.nvim 🦜 - the plugin that brings stochastic parrots to Neovim.

Updated Aug 24, 2026
Lua

ServiceNow / AgentLab

AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility.

agent benchmark lab agents evaluation-framework web-agents llm prompting llm-agents

Updated Jul 17, 2026
Python

google / dotprompt

Executable GenAI prompt templates

prompting llms genai

Updated Aug 19, 2026
Starlark

kevinamiri / Instructgpt-prompts

Instruction-based prompts for generating and classifying text.

gpt-3 gpt3 gpt-3-prompts instruction-following gpt-3-prompt gpt-4 gpt4 prompt-engineering prompting chatgpt instructgpt chatgpt-prompts gpt3-instruct zero-shot-prompts instruct-gpt gpt35 gpt-35 gpt-35-prompts

Updated Nov 13, 2025

zjunlp / EasyInstruct

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

python api tool instructions prompt llama gpt reasoning multimodal pypy-library gpt-3 in-context-learning large-language-models prompting chain-of-thought chatgpt easyinstruct knowlm

Updated Dec 23, 2024
Python

MikeWangWZHL / Solo-Performance-Prompting

Repo for paper "Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration"

large-language-models llm prompting

Updated May 8, 2024
Python

TIGER-AI-Lab / Program-of-Thoughts

Data and Code for Program of Thoughts [TMLR 2023]

program llm prompting

Updated May 15, 2024
Python

Followers: 723 followers
Website: github.com/topics/prompt-engineering
Wikipedia: Wikipedia

Related topics

artificial-intelligence chatbots generative-ai llms