# Prompt Engineering

Prompt Optimizer is a tool focused on improving the quality of AI prompts. It uses intelligent optimization technology to help users generate more accurate and efficient prompts, thereby improving the output quality of AI models. It supports multiple mainstream AI models, such as OpenAI and Gemini, and provides both web application and Chrome extension usage methods for convenient use in different scenarios. The tool uses a pure client-side processing architecture to ensure user data security and supports local encrypted storage of history and API keys. Its simple and intuitive interface design and smooth interaction effects provide users with a good user experience.

Secret Prompter is a fun game designed specifically for AI engineers, inspired by Wordle. Players must submit the best possible prompts within a limited number of tries to achieve the highest accuracy. The game updates daily, and player rankings are determined by accuracy and submission time. This product not only offers entertainment but also hones the prompt engineering skills of AI engineers, helping them better understand and optimize the input for AI models. The product is currently open for free, making it suitable for tech professionals and enthusiasts interested in AI.

Learning Prompt is an online education platform focused on prompt engineering, aimed at helping users effectively utilize AI tools like ChatGPT and Midjourney. The platform offers systematic courses and tutorials to help users master the construction of effective prompts, thus improving interaction efficiency with AI. One of its main advantages is that it provides high-quality learning resources for free, catering to both beginners and users with some foundational knowledge. Created by Jimmy, the platform aims to help users grasp prompt engineering knowledge through output-driven input during their learning process.

The Anthropic Console is a developer console that aids developers in optimizing AI model responses by introducing improved prompts and direct example management features. This console supports functionalities such as chain-of-thought, example standardization, example enhancement, rewriting, and pre-filling to boost the accuracy and reliability of AI models. As AI technology evolves, there is an increasing demand for more efficient and accurate AI applications, particularly in multi-label classification tests and text summarization tasks. Using the Anthropic Console can significantly enhance model accuracy and control output length.

Anthropic's educational courses serve as an online learning platform offering courses on how to utilize Anthropic's API and prompt engineering techniques. These courses aim to educate users on effectively interacting with AI models, improving efficiency, and learning new technologies. The product background indicates that these courses are ideal for professionals and students looking to deepen their understanding of AI technology and API usage, encompassing multiple levels from basic to advanced.

Prompt Engineering is a cutting-edge technology in the field of artificial intelligence that is transforming how we interact with AI technologies. This open-source project aims to provide a platform for both beginners and seasoned practitioners to learn, build, and share Prompt Engineering techniques. The project includes a variety of examples ranging from basic to advanced levels, aimed at fostering learning, experimentation, and innovation in the field of Prompt Engineering. Additionally, it encourages community members to share their innovative techniques, collectively advancing the development of Prompt Engineering.

ell is a lightweight programming library for language models that treats prompts as functions rather than mere strings. The design of ell is based on years of experience building and utilizing language models within OpenAI and the startup ecosystem. It provides a novel programming approach, allowing developers to generate string prompts or message lists sent to the language model by defining functions. This encapsulation creates a clear interface for users, allowing them to focus solely on the data required by the LMP. ell also offers a wealth of tools supporting monitoring, version control, and visualization, transforming prompt engineering from an obscure art into a precise science.

SuperPrompt is an open-source project designed to enhance our understanding of artificial intelligence agents through carefully crafted prompts. The project consists of multiple phases and is currently in perpetual testing. It is applicable not only to large language models like Claude but also to similar models. Created for mobile devices, the project is expected to undergo continuous improvements. SuperPrompt aims to explore and expand the cognitive boundaries of AI through a series of complex logical and mathematical structures, fostering the advancement of AI technology.

Ape is an open-source AI prompt engineering library developed by Weavel, aimed at improving efficiency through optimized interactions with AI. It is designed specifically for AI prompt engineering, supporting customizable and automated AI interaction processes to help developers and users make more efficient use of AI technology. Ape's core advantages lie in its open-source nature, flexibility, and ease of use, making it suitable for scenarios that require complex interactions with AI.

Cohere Prompt Tuner is a tool for optimizing prompts for generative models. It improves prompts through a customized optimization and evaluation cycle, thereby enhancing the effectiveness of model outputs. This tool automates the manual aspects of prompt engineering and unlocks capabilities that traditional prompt engineering finds challenging to achieve. In internal assessments, the Prompt Tuner successfully optimized 94% of use cases, significantly improving the efficiency of the development process.

GPT-3 Playground is a web interface for OpenAI's GPT-3 API, arguably the earliest and most well-known prompt engineering tool. It offers a simple interface for adjusting different parameters and behaviors of GPT-3. Users can also access GPT models of varying sizes and price points. Free credits are provided, but expire after three months.

gpt-prompt-engineer is a repository dedicated to GPT model prompt engineering, aiming to provide techniques and strategies on how to effectively interact with GPT models and construct prompts to guide the model towards generating desired outputs.

ChainForge is an open-source, visual programming environment focused on prompt engineering. It allows you to assess the robustness of prompts and text-generating models, going beyond simple case studies. We believe that testing multiple large language models, comparing their responses, and testing hypotheses about them should be not only easy but also fun. ChainForge provides a suite of tools to evaluate and visualize the quality of prompts (and models) with minimal effort. In other words, it aims to make the evaluation of large language models simple. ChainForge supports out-of-the-box testing for the robustness of prompt injection attacks, testing the consistency of response formatting, sending a large number of parameterized prompts and exporting them to Excel files, validating the response quality of the same model with different settings, and measuring the impact of different system messages on ChatGPT outputs, and more.

CodeSignal Learn's 'Prompt Engineering for Everyone' is a comprehensive learning path designed to introduce both beginners and experienced practitioners to effective prompting techniques for collaborating efficiently with Large Language Models (LLMs). Through this learning journey, you'll master the art of influencing LLM outputs, controlling the format and size of generated text, and guiding AI models to follow complex instructions. Get ready to elevate your skills, craft precise, context-aware prompts, and guide AI models to achieve your desired outcomes.

PromptLayer is a platform that helps users manage prompt engineering. Users can visualize, manage prompts, evaluate models, record LLM requests, and search for usage history. It also supports team collaboration. The product is positioned as a rapid engineering solution, aimed at simplifying the creation, deployment, and management of prompt engineering. Users can start using it for free, and advanced features are also available to meet enterprise needs.

PromptBench is a Python package based on PyTorch designed for evaluating Large Language Models (LLM). It offers a user-friendly API for researchers to assess LLMs. Key features include: rapid model performance evaluation, prompting engineering, adversarial prompting assessment, and dynamic evaluation. Its advantages are simplicity of use, allowing for quick assessment of existing datasets and models, as well as easy customization of personal datasets and models. Positioning itself as a unified open-source library for LLM evaluation.

Promptologer is a startup platform empowering the next generation of prompt engineers, entrepreneurs, and creators. Transform your prompt collections into no-code web applications, enabling you to achieve passive or part-time income.

PromptPedia is the premier destination for prompt engineering, AI-generated art, and community discussion. Our platform allows you to search millions of AI-generated images, including popular models like Stable Diffusion and Midjourney, to find the perfect artistic style for your projects or personal collection. Our forum is a vibrant community of enthusiasts, artists, and researchers who share insights, tips, and experiences at the forefront of AI-generated content.

Promptoor is a tool for creating and sharing visually appealing AI prompt cards on social media. Whether you're showcasing prompts for ChatGPT, Claude AI, or any other AI tool, Promptoor makes it easy to present your prompts in an eye-catching format.

The Prompt Engineering Guide is a comprehensive guide to prompt engineering, covering basic concepts, general techniques for designing prompts, prompt techniques, and applications of prompts. It helps users better understand the capabilities and limitations of large language models and master various skills and techniques for interacting with and developing them.

Parea AI is an LLM platform that helps developers improve the performance of LLM applications through rigorous testing and version control. It provides features such as experimenting with different prompt versions, evaluating and comparing prompts across different test cases,一键 optimizing prompts, and sharing. With Parea, you can streamline your AI development workflow and boost productivity.

AI Prompt Wars is a challenge game where you compete with top prompt engineers to write prompts that appear on screen.

OctiAI is a leading AI prompt generator for ChatGPT, MidJourney, and more. It revolutionizes prompt engineering by enhancing creativity and amplifying results through image and text-based prompts. OctiAI seamlessly integrates with leading AI models, improving the relevance, accuracy, and unparalleled innovation of every AI interaction. With OctiAI, you can generate prompts for a variety of platforms and applications, including ChatGPT, MidJourney, Notion, Co-pilot, and more.

Query Vary empowers developers with tools to design, test, and optimize prompts, ensuring reliability, reducing latency, and optimizing costs. It boasts powerful features including comparing different LLM models, tracking costs, latency, and quality, version control for prompts, and integrating fine-tuned LLMs directly into JavaScript. Query Vary caters to individual developers, startups, and large enterprises with flexible pricing plans.

HandyPrompts, provided by alecdickinson, aims to simplify interactions with artificial intelligence online. We achieve this through a one-click AI assistant. Our current supported use cases include: sales, marketing, content creation, development, product management, human resources, AI assistance, health, translation, video, photography, prompt engineering, and more. We strive to create a user-friendly interface that makes accessing these platforms effortless and beneficial in everyday life. We begin with simple use cases and continuously develop our prompts and solutions based on user feedback. Please share your thoughts, what you think we're missing, and your favorite HandyPrompts features. This will help us build new experiences and make accessing these systems even easier for you.

AIAssistedJobs.com is a job board listing the newest positions requiring skills in large language models, prompt engineering, and ChatGPT technology globally. It offers a wide range of AI-related jobs, connecting job seekers and companies effectively.

GeneratedBy simplifies the process of creating, testing, and sharing AI-generated prompts for prompt engineers and digital laborers. Our platform allows you to easily write, refine, and share prompts, boosting your productivity. Key features include: prompt editing and optimization, multi-modal content and LLM support, heuristic prompt collection, form, chatbot bubble, or micro-SaaS generation, ChatGPT plugin and prompt tools, collaborative API and role management.

Promptstacks is an AI learning community that provides techniques and resources for Generative AI. Users can share and discuss Prompt Engineering and industry trends.

W&B Prompts is W&B's latest product, focusing on LLM (Language Model) technology. It offers production-ready LLM operations, helping users unlock better LLM performance and prompt engineering. W&B Prompts provides powerful features and advantages with flexible pricing, suitable for various application scenarios.

Learn Prompting is the largest and most comprehensive prompt engineering course on the internet, featuring over 60 content modules, translated into 9 languages, and boasting a vibrant community. It teaches you how to utilize ChatGPT and other AI tools to achieve your goals at different skill levels through our free and open-source curriculum!