Coding & Development

AI Advantage Agency is a national digital marketing agency specializing in paid social advertising, Answer Engine Optimization (AEO) content, and AI workflows for SaaS companies. Founded by Kimberly Reynolds and Colin Lepiscopo, the agency helps SaaS founders and marketing leads at seed to Series A companies reduce customer acquisition costs through Facebook and Instagram ads. It also builds content that gets cited by ChatGPT, Perplexity, and Google AI Overviews, and automates marketing workflows. The agency offers Done & Indexed, a done-for-you AI content system for WordPress-based small businesses, and website design services built for AI search visibility. They serve clients across the United States.

Alpaca-CoT is an instruction fine-tuning (IFT) platform designed to unify interfaces for instruction collection, various large language models (LLMs), and parameter-efficient methods. It aims to simplify the use of LLMs for research and development by providing extensive instruction-tuning data, including Chain of Thought (CoT) datasets, and integrating multiple LLMs like LLaMA, ChatGLM, Bloom, and MOSS. The platform also supports various parameter-efficient methods such as LoRA, P-tuning, adalora, and prefix tuning, allowing researchers to easily switch and compare different approaches. Alpaca-CoT significantly improves CoT reasoning and the ability to follow Chinese instructions, making it a valuable resource for NLP researchers looking to reduce the threshold for getting started with large language models.

Awesome-Context-Engineering offers a comprehensive survey and collection of resources for Context Engineering, evolving from static prompting to dynamic, context-aware AI systems and agent runtimes. This repository provides hundreds of papers, frameworks, and implementation guides for Large Language Models (LLMs) and AI agents. It addresses the limitations of static prompting by encompassing the complete information payload provided to LLMs at inference time, including structured informational components necessary for plausible task completion. The resource also covers the shift to the 'Agent Era,' focusing on how agent systems manage runtime state, memory, tools, protocols, and long-horizon execution, making it invaluable for researchers and practitioners in developing and optimizing AI systems.

awesome-ai-art-image-synthesis is a comprehensive, open-source list designed for prompt designers working with AI art and image synthesis. It compiles a wide array of tools, ideas, prompt engineering resources, Colabs, and models. The list specifically covers popular platforms like Dalle2, MidJourney, and StableDiffusion, alongside various open-source alternatives. Users can find resources for text-to-image models, prompt engineering tools, artist studies, browser extensions, post-processing tools like resolution upscalers and face/hand fixers, and community links. It also includes sections for theory, learning, tutorials, and notable Twitter accounts, making it a valuable hub for anyone exploring or developing in the AI art space.

Itirupati serves as a comprehensive hub for navigating the rapidly evolving world of artificial intelligence. It offers a curated directory of AI tools, making it simple for creators, entrepreneurs, and professionals to discover solutions for writing, design, automation, and more. Beyond tools, the platform provides ready-to-use Notion templates and proven AI prompts for models like ChatGPT and Gemini, helping users streamline workflows and maximize AI potential. Itirupati also publishes step-by-step guides for both beginners and advanced users, alongside weekly insights to keep its audience ahead of AI trends without being overwhelmed. The platform aims to make AI practical, accessible, and profitable for anyone looking to work smarter.

PromptForge provides a comprehensive, free library of expert-curated AI prompts designed for leading Large Language Models (LLMs) such as ChatGPT, Claude, and Gemini. This platform aims to eliminate the guesswork in prompt engineering by offering professional-grade prompts across various industries, including Software Development, Finance & Fintech, HR & Recruitment, and Cybersecurity. Users can browse hundreds of prompts, copy them with a single click, and customize them for their specific needs, significantly enhancing the quality and relevance of AI outputs. The platform emphasizes structured prompt engineering, detailing the anatomy of a perfect prompt with elements like Role, Context, Task, and Constraints, to reduce AI hallucinations and improve output fidelity. PromptForge is ideal for professionals seeking to optimize their AI interactions and leverage advanced prompt patterns without extensive trial-and-error.

Prompt Scaffold is an AI prompt builder designed to help users create structured and effective prompts for large language models like ChatGPT and Claude. It guides users through a framework by providing dedicated fields for Role, Task, Context, Format, and Negative Constraints, ensuring all necessary elements for a robust prompt are included. The tool features a live preview that updates in real-time as you type, along with a token estimator to help manage context window usage. Users can instantly copy their finished prompts and utilize built-in templates for common use cases such as writing, coding, and email drafting. Crucially, Prompt Scaffold operates entirely in-browser, ensuring 100% privacy with no data sent to external servers.

awesome-ml is a comprehensive, curated list of resources designed for professionals and enthusiasts in the fields of Large Language Models (LLM), analytics, and data science. This GitHub repository serves as a central hub for discovering open LLM models, development tools, and various AI-related assets. It covers a wide array of topics including native and web GUIs, backends, voice assistants, retrieval augmented generation, browser extensions, and AI agents. Additionally, the list delves into multimodal AI, code generation libraries, prompt templating, fine-tuning, model merging, and quantization. Researchers and developers will find valuable sections on datasets, research papers, product showcases, benchmarking, leaderboards, and optimization techniques, making it an indispensable resource for staying updated in the rapidly evolving AI landscape.

SpellBox is an AI programming assistant designed to streamline the coding process for developers, students, and anyone who writes code. It generates code from simple prompts, helping users solve programming problems quickly and efficiently. Beyond code generation, SpellBox offers a code explanation feature to help users understand existing code without extensive research, and a bookmarking function to save and retrieve code snippets. Available as a standalone desktop application for macOS and Windows, SpellBox also integrates directly into VS Code as an extension, providing an integrated coding experience. It aims to reduce time spent on debugging, syntax errors, and searching for solutions, allowing users to focus on delivering high-quality results.

awesome-instruction-datasets is an open-source GitHub repository offering a curated collection of instruction tuning datasets for training large language models (LLMs) such as ChatGPT, LLaMA, and Alpaca. It serves as a vital resource for researchers and developers in the NLP field, providing access to a wide array of datasets categorized by language, task type, and generation method (human-generated, self-instruct, mixed, or collection). The repository includes both prompt datasets and RLHF (Reinforcement Learning from Human Feedback) datasets, making it easier to find resources for instruction-following LLMs. This collection aims to accelerate research and development in NLP by centralizing diverse datasets.

PartyRock is an innovative no-code AI application builder developed by AWS, designed to simplify the creation of generative AI applications. It functions as an Amazon Bedrock playground, enabling users to experiment with prompt engineering and utilize various foundation models without needing extensive coding knowledge. The platform provides an intuitive interface for building AI apps, making advanced AI capabilities accessible to a broader audience. Users can quickly prototype, test, and share their AI creations, fostering rapid iteration and development. This tool is ideal for those looking to explore the potential of generative AI and Amazon Bedrock in a user-friendly environment.

AnyAPI is a platform designed to empower developers and product teams to seamlessly integrate AI capabilities into their applications. It offers a robust API that leverages GPT-3, providing structured JSON output rather than unpredictable plain text, which simplifies parsing and integration. The platform includes A/B testing tools for optimizing GPT-3 prompts, ensuring the best performance for AI features. AnyAPI aims to accelerate the development of AI-powered functionalities, making it easier to build intelligent communications, automate tasks, and enhance product offerings with minimal effort. It's currently in beta, offering free access to early adopters.

PromptEasy is an AI-powered platform designed to transform users from beginners to experts in prompt engineering. It moves beyond guesswork by providing a structured learning system, a vast library of over 3000 expert-crafted prompts across 40 domains, and an experimentation engine. Users can enhance prompts with tone, format, reasoning, and depth controls, then execute them on multiple LLMs like GPT-4o, Claude 3.5, and Gemini for side-by-side comparison. The platform includes progress analytics, allowing users to track their mastery and skill growth. Key differentiators include guided learning paths, one-click prompt optimization, and dedicated prompt management for saving and organizing best prompts, making it ideal for serious learners and professionals aiming for consistent, high-quality AI outputs.

Unusual helps businesses market to AI agents by providing tools to understand and influence how AI models perceive their brand. It allows users to run "brand surveys" on AI models to discover misperceptions about their offerings, competitors, and industry. The platform then helps identify opportunities for content and positioning adjustments to address these weaknesses. Unusual also monitors changes in AI perception over time, enabling GTM teams to ensure AI agents recommend their products over competitors. This approach is crucial as AI models increasingly advise, recommend, and make buying decisions for prospects.

Promtist is an AI prompt generator, optimizer, and manager designed to help users get better results from AI models such as ChatGPT, Claude, and Gemini. It simplifies the process of creating effective prompts by offering both basic and professional prompt generation algorithms. Promtist addresses common challenges in prompt engineering, such as the difficulty of writing good prompts, the length of professional prompts, and the many skills required. The platform also provides prompt version control, allowing users to track changes and compare different versions. Additionally, Promtist supports prompt comparison across various models and offers features like category and tag management, prompt variables, and a browser extension for direct use with web-based AI services.

PromptPort is a decentralized platform designed to power prompt innovation and AI productivity within the Web3 ecosystem. It offers a comprehensive suite of six modules, including a Prompt Library with over 5,000 curated prompts for text, visuals, and video, and a Prompt Optimizer for automated and community-driven refinement. The platform also features a Marketplace for prompt exchange, a Prompt LLM trained on optimized prompts, and a Data Layer for encrypted usage data. PromptPort aims to connect creators, developers, and communities globally, providing transparent and verifiable on-chain storage for every prompt version and usage record, ensuring fair ownership and incentives for all contributions.

OMNO AI is a leading provider of industry-grade B2B AI solutions, specializing in designing and building sustainable AI solutions for businesses. Their services aim to reduce environmental impact, optimize resource utilization, and improve energy efficiency. They offer a wide range of affordable AI services including Natural Language Processing, Computer Vision, Machine/Deep Learning, Prompt Engineering, Data Analytics, and DevOps and Cloud Computing. OMNO AI works with startups, SMEs, and enterprises globally, providing personalized and scalable solutions with quality documentation and on-time delivery. They help clients improve business performance and achieve strategic goals through custom AI development.

ChatGPT-Data-Science-Prompts is a comprehensive, open-source repository curated by Travis Tang, providing 60 pre-designed prompts specifically for data science applications with ChatGPT. This tool is invaluable for data scientists, developers, and students looking to leverage large language models for tasks such as writing Python code for machine learning models, optimizing existing code, translating code between languages, explaining complex data science concepts, and troubleshooting problems. The prompts cover a wide range of functionalities including data exploration, hyperparameter tuning, feature engineering, SQL generation, and even generating fake datasets. It also includes prompts for explaining models using LIME and SHAP, comparing function speeds, and providing emotional support, making it a versatile resource for daily data science workflows.

FindGptPrompts serves as a directory for discovering and utilizing effective ChatGPT prompts. The platform is designed to help users find prompts tailored for diverse applications, thereby improving their interactions with AI models. By offering a centralized resource of useful prompts, FindGptPrompts aims to streamline the process of prompt engineering and enhance the overall utility of ChatGPT for a wide range of tasks and users. It acts as a valuable resource for anyone looking to optimize their AI conversations and achieve better results.

Promptsion is a Chrome extension designed to offer instant AI assistance, streamlining the process of optimizing AI prompts and managing ChatGPT conversations. This tool is built to enhance productivity for a wide range of tasks involving AI interaction and content creation. By providing quick access to AI capabilities directly within the browser, Promptsion aims to simplify prompt engineering and organization. It helps users refine their inputs to AI models, ensuring more effective and relevant outputs. The extension also facilitates better management of past interactions, making it easier to revisit and utilize previous conversations. This makes Promptsion a valuable asset for anyone frequently engaging with AI for various professional or creative endeavors.

DreamArtist-stable-diffusion is the official PyTorch implementation of "DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning," integrated into a Stable Diffusion web user interface. This tool allows users to generate diverse, high-quality images with significant control, learning content and style from just a single training image. It features contrastive prompt tuning, enabling the creation of both positive and negative embeddings. These embeddings can be combined with additional descriptions and learned embeddings for enhanced image generation. The tool supports training with customizable parameters and offers compatibility with various Stable Diffusion models like v1.5 animefull-latest and Anything v3.0, with pre-trained embeddings available for quick use.

Claude QuickPrompter is a Chrome extension designed to significantly enhance the user experience with Claude AI. It provides a robust solution for saving, reusing, and managing frequently used prompts, thereby streamlining AI conversations and ensuring consistency. Users can easily install the extension, save their preferred prompts, and then access them with a single click via a draggable button, inserting them directly into the chat. This tool is ideal for professionals, students, and AI users who frequently interact with Claude AI and wish to optimize their workflow by avoiding repetitive typing and maintaining uniform AI responses.

Midjourney prompts is a free online tool designed to help users generate unique and effective prompts for the Midjourney AI art generator. It allows users to unlock their creativity by providing a simple interface to create new prompts with a single click. The tool also offers guidance on understanding prompts, the power of the Midjourney Bot, and tips for crafting effective prompts, including being specific, removing unnecessary words, considering context, and using advanced parameters like the 'no' parameter to exclude elements. It aims to optimize the user's experience with Midjourney by offering advice on experimentation and clarity in prompt creation.

Get-Things-Done-with-Prompt-Engineering-and-LangChain offers comprehensive tutorials and Jupyter notebooks focused on LangChain and prompt engineering for Large Language Models (LLMs) like ChatGPT and Llama 2. Users can learn to load and index custom data, create effective prompt templates, utilize CSV agents, and implement retrieval QA chains to query their data. The resource also includes projects for building AI applications, such as a private LLM for chat with PDF files, tweets sentiment analysis, and deploying LLMs to production. It's an invaluable resource for developers and data scientists looking to master practical AI application development.