Best AI tools for< Instruct Coding >
8 - AI tool Sites
Ultimaps
Ultimaps is an AI-powered map visualization tool designed for humans to create color-coded interactive maps in seconds. Users can import data from Excel, Google Spreadsheet, or Notion, or instruct the AI to build a map based on their requirements. The tool allows users to add drawings, change colors and fonts, and easily download, share, or embed the maps. Ultimaps offers features like automatic color-coding based on imported data, customization options, auto-saving of visualizations, and the ability to create interactive maps without any coding. It is a user-friendly platform suitable for various mapping needs.
Magic Mate
Magic Mate is a smart AI assistant that offers various capabilities such as chatting with ChatGPT, drawing with Dalle, colorizing and restoring images, editing images using natural language, and translating audio directly within WhatsApp. It provides a seamless experience for users to access multiple AI features within the messaging platform.
Everyday AI Tools
Everyday AI Tools is a powerful web application that uses OpenAI's Gpt-3.5-turbo-instruct text Model to generate content for various purposes. With Everyday AI Tools, you can easily create engaging social media posts, write professional cover letters, and even draft movie scripts, all in a matter of seconds. Made for business owners and office workers, Everyday AI Tools can help you save time and generate high-quality content that engages your audience.
ownAI
ownAI is a platform that allows users to create their own personal AI assistant without the need for programming skills. Users can instruct their AI assistants on tasks and add knowledge as needed. The platform focuses on privacy and offers a range of AI assistant examples, from personal assistants to marketing creatives. ownAI is powered by open source AI models, providing users with independence from large AI companies.
TextGen
TextGen is an AI-powered tool that enhances the Obsidian note-taking experience. It provides users with AI-driven templates and smart content generation capabilities, enabling effortless note-taking and streamlined content creation. TextGen is free and open-source, offering unrestricted access to its plugin and encouraging innovation within the community. The collaborative template hub fosters a shared creative space where users can exchange templates and explore new possibilities for generative AI applications in note-taking. TextGen's smart prompt customization feature allows users to tailor prompts based on template metadata, resulting in text outputs that are finely tuned to their specific context and needs. The extensive language model compatibility ensures flexibility, supporting a wide range of language models, including gpt-4-1106-preview (gpt4 turbo) 128k, gpt-3.5-instruct, claude, bard, and llama. The advanced template engine simplifies and enhances the note-taking routine, boosting productivity and efficiency. Optimized for the Obsidian experience, TextGen integrates seamlessly, augmenting personal knowledge management practices.
OnVerb
OnVerb is a platform that provides access to a range of AI chatbots, all on a single subscription. With OnVerb, you can easily create custom AI assistants for any content need. Our prompt builder will help you craft system prompts to instruct the AI, and allows you to include context rich data to create a custom experience with each chat, and get the right response every time. Security and data privacy sits at the heart of what we do, your data remains yours and is not used to train the AI, and this forms part of our agreement with the individual AI chatbot services we offer.
Allchemy
Allchemy is a resource-aware AI platform for drug discovery. It combines state-of-the-art computational synthesis with AI algorithms to predict molecular properties. Within minutes, Allchemy creates thousands of synthesizable lead candidates meeting user-defined profiles of drug-likeness, affinity towards specific proteins, toxicity, and a range of other physical-chemical measures. Allchemy encompasses the entire resource-to-drug design process and has been used in academic, corporate and classified environments worldwide to: Design synthesizable leads targeting specific proteins Evolve scaffolds similar to desired drugs Design “circular” drug syntheses from renewable materials Interface with and instruct automated synthesis platforms and optimize pilot-scale processes Operate “iterative synthesis” schemes Predict side reactions and create forensic “synthetic signatures” of hazardous/toxic molecules Design synthetic degradation and recovery cycles for various types of feedstocks and functional target molecules
Auto Gmail - ChatGPT AI for email inbox
Auto Gmail is a Chrome extension that connects to your Gmail inbox and uses your data and ChatGPT to draft email responses to every inbound message. It is the best way of saving hours every day. Instead of improving your productivity with shortcuts or apps like Superhuman, simply let our AI learn about you and answer all your emails instead of you. You don't need to click or instruct the AI, it works on mobile and desktop and writes emails even when you're not in Gmail. Upon opening your inbox, you'll see the new drafts, ready to be sent. Your inbox contains everything you ever sent and therefore a big part of your knowledge. Stop repeating the same things and let Auto Gmail do the work. You stay in the driver seat of course and no email is ever sent without you actually hitting that "Send" button. Upon installation, drafts will appear even on the mobile app, allowing you to answer faster while on the go. You can instruct the AI and give it additional context such as links you'd like it to use (calendar links, tutorials, product pages and so on). Under the hood, Auto Gmail works by connecting to the Gmail API and uses ChatGPT (GPT 4) to draft email answers. For context, the most similar emails are passed along to help ChatGPT draft the most relevant answers. Auto Gmail retrains every week on your latest messages to stay up to date on new knowledge you sent per email.
20 - Open Source AI Tools
emeltal
Emeltal is a local ML voice chat tool that uses high-end models to provide a self-contained, user-friendly out-of-the-box experience. It offers a hand-picked list of proven open-source high-performance models, aiming to provide the best model for each category/size combination. Emeltal heavily relies on the llama.cpp for LLM processing, and whisper.cpp for voice recognition. Text rendering uses Ink to convert between Markdown and HTML. It uses PopTimer for debouncing things. Emeltal is released under the terms of the MIT license, and all model data which is downloaded locally by the app comes from HuggingFace, and use of the models and data is subject to the respective license of each specific model.
starcoder2-self-align
StarCoder2-Instruct is an open-source pipeline that introduces StarCoder2-15B-Instruct-v0.1, a self-aligned code Large Language Model (LLM) trained with a fully permissive and transparent pipeline. It generates instruction-response pairs to fine-tune StarCoder-15B without human annotations or data from proprietary LLMs. The tool is primarily finetuned for Python code generation tasks that can be verified through execution, with potential biases and limitations. Users can provide response prefixes or one-shot examples to guide the model's output. The model may have limitations with other programming languages and out-of-domain coding tasks.
awesome-ai-coding
Awesome-AI-Coding is a curated list of AI coding topics, projects, datasets, LLM models, embedding models, papers, blogs, products, startups, and peer awesome lists related to artificial intelligence in coding. It includes tools for code completion, code generation, code documentation, and code search, as well as AI models and techniques for improving developer productivity. The repository also features information on various AI-powered developer tools, copilots, and related resources in the AI coding domain.
Instrukt
Instrukt is a terminal-based AI integrated environment that allows users to create and instruct modular AI agents, generate document indexes for question-answering, and attach tools to any agent. It provides a platform for users to interact with AI agents in natural language and run them inside secure containers for performing tasks. The tool supports custom AI agents, chat with code and documents, tools customization, prompt console for quick interaction, LangChain ecosystem integration, secure containers for agent execution, and developer console for debugging and introspection. Instrukt aims to make AI accessible to everyone by providing tools that empower users without relying on external APIs and services.
can-ai-code
Can AI Code is a self-evaluating interview tool for AI coding models. It includes interview questions written by humans and tests taken by AI, inference scripts for common API providers and CUDA-enabled quantization runtimes, a Docker-based sandbox environment for validating untrusted Python and NodeJS code, and the ability to evaluate the impact of prompting techniques and sampling parameters on large language model (LLM) coding performance. Users can also assess LLM coding performance degradation due to quantization. The tool provides test suites for evaluating LLM coding performance, a webapp for exploring results, and comparison scripts for evaluations. It supports multiple interviewers for API and CUDA runtimes, with detailed instructions on running the tool in different environments. The repository structure includes folders for interviews, prompts, parameters, evaluation scripts, comparison scripts, and more.
ai-driven-dev-community
AI Driven Dev Community is a repository aimed at helping developers become more efficient by utilizing AI tools in their daily coding tasks. It provides a collection of tools, prompts, snippets, and agents for developers to integrate AI into their workflow. The repository is regularly updated with new resources and focuses on best practices for using AI in development work. Users can find tools like Espanso, ChatGPT, GitHub Copilot, and VSCode recommended for enhancing their coding experience. Additionally, the repository offers guidance on customizing AI for developers, installing AI toolbox for software engineers, and contributing to the community through easy steps.
tabby
Tabby is a self-hosted AI coding assistant, offering an open-source and on-premises alternative to GitHub Copilot. It boasts several key features: * Self-contained, with no need for a DBMS or cloud service. * OpenAPI interface, easy to integrate with existing infrastructure (e.g Cloud IDE). * Supports consumer-grade GPUs.
monacopilot
Monacopilot is a powerful and customizable AI auto-completion plugin for the Monaco Editor. It supports multiple AI providers such as Anthropic, OpenAI, Groq, and Google, providing real-time code completions with an efficient caching system. The plugin offers context-aware suggestions, customizable completion behavior, and framework agnostic features. Users can also customize the model support and trigger completions manually. Monacopilot is designed to enhance coding productivity by providing accurate and contextually appropriate completions in daily spoken language.
dravid
Dravid (DRD) is an advanced, AI-powered CLI coding framework designed to follow user instructions until the job is completed, including fixing errors. It can generate code, fix errors, handle image queries, manage file operations, integrate with external APIs, and provide a development server with error handling. Dravid is extensible and requires Python 3.7+ and CLAUDE_API_KEY. Users can interact with Dravid through CLI commands for various tasks like creating projects, asking questions, generating content, handling metadata, and file-specific queries. It supports use cases like Next.js project development, working with existing projects, exploring new languages, Ruby on Rails project development, and Python project development. Dravid's project structure includes directories for source code, CLI modules, API interaction, utility functions, AI prompt templates, metadata management, and tests. Contributions are welcome, and development setup involves cloning the repository, installing dependencies with Poetry, setting up environment variables, and using Dravid for project enhancements.
QodeAssist
QodeAssist is an AI-powered coding assistant plugin for Qt Creator, offering intelligent code completion and suggestions for C++ and QML. It leverages large language models like Ollama to enhance coding productivity with context-aware AI assistance directly in the Qt development environment. The plugin supports multiple LLM providers, extensive model-specific templates, and easy configuration for enhanced coding experience.
nvim.ai
nvim.ai is a powerful Neovim plugin that enables AI-assisted coding and chat capabilities within the editor. Users can chat with buffers, insert code with an inline assistant, and utilize various LLM providers for context-aware AI assistance. The plugin supports features like interacting with AI about code and documents, receiving relevant help based on current work, code insertion, code rewriting (Work in Progress), and integration with multiple LLM providers. Users can configure the plugin, add API keys to dotfiles, and integrate with nvim-cmp for command autocompletion. Keymaps are available for chat and inline assist functionalities. The chat dialog allows parsing content with keywords and supports roles like /system, /you, and /assistant. Context-aware assistance can be accessed through inline assist by inserting code blocks anywhere in the file.
evalplus
EvalPlus is a rigorous evaluation framework for LLM4Code, providing HumanEval+ and MBPP+ tests to evaluate large language models on code generation tasks. It offers precise evaluation and ranking, coding rigorousness analysis, and pre-generated code samples. Users can use EvalPlus to generate code solutions, post-process code, and evaluate code quality. The tool includes tools for code generation and test input generation using various backends.
minuet-ai.el
Minuet AI is a tool that brings the grace and harmony of a minuet to your coding process. It offers AI-powered code completion with specialized prompts and enhancements for chat-based LLMs, as well as Fill-in-the-middle (FIM) completion for compatible models. The tool supports multiple AI providers such as OpenAI, Claude, Gemini, Codestral, Ollama, and OpenAI-compatible providers. It provides customizable configuration options and streaming support for completion delivery even with slower LLMs.
aideml
AIDE is a machine learning code generation agent that can generate solutions for machine learning tasks from natural language descriptions. It has the following features: 1. **Instruct with Natural Language**: Describe your problem or additional requirements and expert insights, all in natural language. 2. **Deliver Solution in Source Code**: AIDE will generate Python scripts for the **tested** machine learning pipeline. Enjoy full transparency, reproducibility, and the freedom to further improve the source code! 3. **Iterative Optimization**: AIDE iteratively runs, debugs, evaluates, and improves the ML code, all by itself. 4. **Visualization**: We also provide tools to visualize the solution tree produced by AIDE for a better understanding of its experimentation process. This gives you insights not only about what works but also what doesn't. AIDE has been benchmarked on over 60 Kaggle data science competitions and has demonstrated impressive performance, surpassing 50% of Kaggle participants on average. It is particularly well-suited for tasks that require complex data preprocessing, feature engineering, and model selection.
RAGMeUp
RAG Me Up is a generic framework that enables users to perform Retrieve, Answer, Generate (RAG) on their own dataset easily. It consists of a small server and UIs for communication. The tool can run on CPU but is optimized for GPUs with at least 16GB of vRAM. Users can combine RAG with fine-tuning using the LLaMa2Lang repository. The tool provides a configurable RAG pipeline without the need for coding, utilizing indexing and inference steps to accurately answer user queries.
node-llama-cpp
node-llama-cpp is a tool that allows users to run AI models locally on their machines. It provides pre-built bindings with the option to build from source using cmake. Users can interact with text generation models, chat with models using a chat wrapper, and force models to generate output in a parseable format like JSON. The tool supports Metal and CUDA, offers CLI functionality for chatting with models without coding, and ensures up-to-date compatibility with the latest version of llama.cpp. Installation includes pre-built binaries for macOS, Linux, and Windows, with the option to build from source if binaries are not available for the platform.
mistral-inference
Mistral Inference repository contains minimal code to run 7B, 8x7B, and 8x22B models. It provides model download links, installation instructions, and usage guidelines for running models via CLI or Python. The repository also includes information on guardrailing, model platforms, deployment, and references. Users can interact with models through commands like mistral-demo, mistral-chat, and mistral-common. Mistral AI models support function calling and chat interactions for tasks like testing models, chatting with models, and using Codestral as a coding assistant. The repository offers detailed documentation and links to blogs for further information.
optillm
optillm is an OpenAI API compatible optimizing inference proxy implementing state-of-the-art techniques to enhance accuracy and performance of LLMs, focusing on reasoning over coding, logical, and mathematical queries. By leveraging additional compute at inference time, it surpasses frontier models across diverse tasks.
3 - OpenAI Gpts
Image Recreator
Upload an image to recreate it using DALL-E 3. Each request should include 3 images with unique IDs and corresponding Midjourney prompts. You can instruct GPT to make modifications to a specific image by ID or recreate images using Midjourney. —公众号:Vito的AI力量
DIY Soap and Candle Chemist
Instructs on creating homemade soaps and candles with techniques and recipes.