🧠 Awesome AI Toolkit

A comprehensive compilation of state-of-the-art AI libraries, frameworks, and open-source models, meticulously curated to serve as a central hub for developers, researchers, and AI enthusiasts. This toolkit aims to streamline your journey through the vast landscape of artificial intelligence resources.

Note: This collection is the result of extensive research and aggregation from various AI tools, platforms, and GitHub repositories. It serves as a consolidated reference point, bringing together valuable resources from across the AI ecosystem. While every effort has been made to provide accurate and up-to-date information, users are encouraged to verify details from the original sources.

Key Features:

🚀 Regularly updated with the latest AI advancements
🔍 Easy navigation through categorized sections
💡 Insights into both popular and niche AI tools
🌐 Resources spanning multiple AI domains

We welcome contributions from the community to help maintain and expand this toolkit. Together, let's build a comprehensive resource that empowers AI innovation and collaboration.

📚 AI Libraries and Frameworks

🔬 Machine Learning

scikit-learn - Simple and efficient tools for predictive data analysis.
XGBoost - Optimized distributed gradient boosting library.
LightGBM - A fast, distributed, high performance gradient boosting framework.
CatBoost - A fast, scalable, high performance gradient boosting on decision trees library.

🧠 Deep Learning

TensorFlow - An end-to-end open source platform for machine learning.
PyTorch - An open source machine learning framework that accelerates the path from research prototyping to production deployment.
Keras - A deep learning API written in Python, running on top of TensorFlow.
JAX - Autograd and XLA for high-performance machine learning research.

🗣️ Natural Language Processing

spaCy - Industrial-strength Natural Language Processing in Python.
NLTK - A leading platform for building Python programs to work with human language data.
Transformers - State-of-the-art Natural Language Processing for PyTorch and TensorFlow 2.0.
Gensim - Topic modelling for humans.

👁️ Computer Vision

OpenCV - An open source computer vision and machine learning software library.
Detectron2 - FAIR's next-generation platform for object detection and segmentation.
Albumentations - Fast image augmentation library.
Kornia - Open Source Differentiable Computer Vision Library for PyTorch.

🤖 Reinforcement Learning

OpenAI Gym - A toolkit for developing and comparing reinforcement learning algorithms.
Stable Baselines3 - A set of improved implementations of reinforcement learning algorithms in PyTorch.
RLlib - An open-source library for reinforcement learning.

🔧 AutoML

AutoKeras - An AutoML system based on Keras.
TPOT - A Python Automated Machine Learning tool.
Auto-sklearn - An automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.

🚀 Open Source AI Models

📝 Language Models

GPT-J - An open source alternative to GPT-3.
BERT - Bidirectional Encoder Representations from Transformers.
RoBERTa - A robustly optimized BERT pretraining approach.
T5 - Text-to-Text Transfer Transformer.

🖼️ Vision Models

YOLO - Real-time object detection system.
ResNet - Deep residual networks for image recognition.
EfficientNet - Rethinking model scaling for convolutional neural networks.
Mask R-CNN - Instance segmentation and object detection.

🎭 Multimodal Models

CLIP - Connecting text and images.
DALL-E - Creating images from text.
ViLBERT - Vision-and-Language BERT.

🎙️ Speech Models

DeepSpeech - An open source Speech-To-Text engine.
Wav2Vec 2.0 - Self-supervised learning for speech recognition.
ESPnet - End-to-End Speech Processing Toolkit.

🚀 Online AI Services

🧠 Multi-purpose AI Platforms

Service	Description	Features
OpenAI GPT-4 🌟	State-of-the-art language model	Text generation, translation, summarization, Q&A
Google Gemini 🌐	Google's advanced language model	Text, image, and code generation
Anthropic Claude 🤖	Large language model with strong reasoning	Text generation, analysis, coding assistance
Cohere 🧠	AI platform for natural language processing	Text generation, classification, embeddings

🎨 AI Image Tools

Text-to-Image Generation

Service	Description	Features	Pricing
DALL-E 3 🖼️	Advanced text-to-image AI by OpenAI	High-quality image generation from text	or
Midjourney 🎭	AI art generator with stunning outputs	Text-to-image, style customization
Stable Diffusion 🌈	Open-source text-to-image model	Image generation, inpainting, outpainting
Canva Text to Image 🎨	AI image generator integrated with Canva	Text-to-image generation within design platform
Artbreeder 🎭	AI tool for creating and blending artworks	Generative adversarial networks for art creation
Runway ML 🎬	Creative toolkit for AI-generated content	Image, video, and model generation
Craiyon	AI model for image generation	Text-to-image generation
DreamStudio	Interface for Stable Diffusion	Image generation
GauGAN2	Photorealistic art creation	AI-powered art generation

Image Editing and Enhancement

Service	Description	Features
DeepArt 🎨	AI-driven artistic style transfer	Transform photos into artworks
Let's Enhance 🔍	AI-based image upscaling	Upscale images without quality loss
Remove.bg ✂️	Automatic background removal	Remove image backgrounds with AI
Topaz Labs Gigapixel AI 🔎	AI-powered image upscaling	Increase image resolution
VanceAI 🖼️	AI-based image enhancement	Improve image quality and details
Magic Eraser	Remove unwanted objects from images	AI-powered object removal
Imagine by Magic Studio	Text-to-image generation	AI image creation
Alpaca	Stable Diffusion Photoshop plugin	AI image editing in Photoshop
Patience.ai	Stable Diffusion image creator	AI image generation
modyfi	AI-powered image editor	Advanced image editing
PhotoRoom	Mobile product photography tool	AI-powered photo editing
ClipDrop	AI-powered visual creation	Image editing and generation

Image Recognition and Analysis

Service	Description	Features
Clarifai 👁️	AI-powered visual recognition	Custom models for image and video analysis
Google Cloud Vision AI 🔍	Machine learning-based image analysis	Object, text, and landmark recognition
AWS Rekognition 📸	Deep learning image and video analysis	Object, text, and activity detection

Image Compression

Service	Description	Features	Pricing
TinyPNG 🐼	AI-based image compression	Reduce image file sizes
Squoosh 🍋	Open-source image compression	Reduce image size without quality loss

Specialized AI Image Tools

Service	Description	Features
GenShare	Free AI art generation	Create and share AI art
Playground AI	Free online AI image creator	AI image generation
Pixelz AI Art Generator	Multiple AI art algorithms	Various AI art styles
Ponzu	Free AI logo generator	AI-powered logo creation
Avatar AI	AI-generated avatar creator	Personalized AI avatars
Lensa	AI avatar generator	AI-powered avatar creation
RunDiffusion	Cloud-based AI art workspace	Collaborative AI art creation
Human Generator	AI human photo generator	Generate realistic human photos
VectorArt.ai	AI vector image creator	Create vector graphics with AI
StockPhotoAI.net	AI-generated stock photos	AI-created stock imagery
Room Reinvented	AI interior design transformer	Transform room designs with AI
Gensbot	AI-crafted personalized merchandise	Create custom merchandise with AI
PlantPhotoAI	Free AI-generated plant images	Generate plant images
RepublicLabs.AI	Multi-model AI generation	Various AI image generation models
Black Headshots	AI headshots for black professionals	Professional AI-generated headshots
Pixvify AI	Free realistic AI photo generator	Generate realistic photos
Pawtrait	AI pet portrait generator	Create pet portraits with AI
iColoring	Free AI coloring pages generator	Generate coloring pages

Graphic Design

Service	Description	Features
Brandmark	AI-based logo design tool	Logo generation
Gamma	AI-powered presentation creator	Presentation design
Microsoft Designer	AI-assisted design tool	Various design tasks
SVGStud.io	AI-based SVG generation	Vector graphics creation

Image Libraries and Resources

Service	Description	Features
Lexica	Stable Diffusion search engine	AI image search
Libraire	Large AI-generated image library	AI image browsing
KREA	AI image exploration platform	AI image discovery
OpenArt	AI art search and generation	AI art exploration
Phygital	AI image generation templates	Template-based AI image creation
Civitai	Community AI model sharing	Model exploration
Stable Diffusion Models	Comprehensive SD model list	Model directory
Stable Horde	Crowdsourced SD cluster	Distributed computing
DiffusionDB	SD apps and tools directory	Resource listing
PublicPrompts	Free SD prompts collection	Prompt sharing
Stableboost	Stable Diffusion WebUI	User interface for SD
Hugging Face Diffusion Models Course	Diffusion models course	Educational resource

🎥 Video Generation and Editing

Service	Description	Features
RunwayML	AI-powered video creation suite
Synthesia	AI video creation from text
Rephrase AI	Hyper-personalized video creation
Hour One	Text-to-video with virtual presenters
D-ID	Talking avatar creator
ShortVideoGen	Short video creator with audio
Clipwing	Long video to short clips tool
Recast Studio	AI podcast marketing assistant
Based AI	Intuitive AI video creation interface

🎙️ Voice AI and Speech Synthesis

Service	Description	Features
ElevenLabs 🗣️	AI-powered text-to-speech and voice cloning	Multilingual TTS, voice cloning, emotion control
Play.ht 🔊	AI voice generator and TTS platform	900+ voices, 142 languages, voice cloning
Murf.ai 🎵	AI voice generator for various use cases	120+ voices, voice cloning, text-to-speech
Uberduck 🦆	AI voice synthesis and cloning platform	Generate speech, singing, and rapping from text
Lalal.ai 🎭	AI-powered voice cloning and audio separation	Voice cloning, audio separation
Voice.ai 🎤	Real-time voice changing and cloning	Real-time voice changing, large voice library
MyVocal.ai 🗨️	Personalized AI voice cloning	Custom voice creation
Speechify 📢	Text-to-speech with voice cloning capabilities	Text-to-speech, voice cloning
Resemble AI 🎤	AI voice cloning and synthesis	Custom voice creation, emotion control

🎵 Music and Audio Creation

Service	Description	Features
Musicfy 🎶	AI-powered music creation and voice synthesis	Music creation, voice synthesis
Kits.ai 🎹	AI music and voice generation platform	Music generation, voice generation
AIVA 🎼	AI music composer	Customizable music generation
Amper Music 🎵	AI-powered music creation	Custom music tracks, stems

📷 Image-to-Text and OCR

Service	Description	Features
Amazon Textract 📄	OCR and document analysis service	Extract text, forms, and tables from documents
Google Cloud Vision AI 👁️	Image analysis and OCR service	Object detection, face detection, OCR
Microsoft Azure Computer Vision 🖼️	AI-powered image analysis	Image classification, object detection, OCR
Nanonets 🔍	AI-powered OCR and document processing	Custom OCR models, automated data extraction

📝 Content Creation

Service	Description	Features
Jasper AI ✍️	AI-based copywriting tool	Generate blog posts, social media updates, ad copy
Phrasee 💬	AI-powered marketing message generator	Optimize email and social media copy
Copy.ai 📄	AI-powered copywriting assistant	Generate ad copy, product descriptions, website content
Writesonic 🖋️	AI writing assistant	Marketing content, blogs, sales copy generation

🎯 Personalization

Service	Description	Features
Mutiny 🔄	Website personalization tool	Optimize conversion rates through targeted experiences
PathFactory 🛤️	AI-powered content recommendation	Personalized content based on user behavior
Dynamic Yield 🔀	AI-based personalization engine	Craft custom customer journeys

🔍 Lead Generation

Service	Description	Features
Clearbit 🔎	Data intelligence for lead generation	Real-time data enrichment, better customer targeting
HubSpot AI 🤖	AI-driven CRM platform	Marketing automation, lead nurturing
Leadfeeder 🕵️	AI-based website visitor tracking	Identify sales leads from website traffic

📧 Email Marketing

Service	Description	Features
Seventh Sense ⏰	AI-powered email send time optimization	Improve email engagement rates
ActiveCampaign 📊	AI-powered marketing automation	Automate email campaigns, audience segmentation
Mailchimp 🐵	Marketing automation platform	AI-driven insights for email optimization

📱 Social Media

Service	Description	Features
Smartly.io 🚀	AI-based social media ad automation	Create, optimize, and manage ads at scale
Chatfuel 🤖	AI-driven chatbot platform	Automate customer engagement on Facebook Messenger
Lately 🔄	AI content repurposing tool	Convert long-form content into social media posts

📣 Advertising

Service	Description	Features
Adzooma 📈	PPC campaign management automation	AI insights for Google, Microsoft, and Facebook Ads
Albert AI 🤖	Autonomous AI-driven advertising	Manage cross-channel digital advertising campaigns
AdEspresso 💡	AI-based ad optimization	Manage and scale Facebook and Google ad campaigns

📊 Analytics

Service	Description	Features
Crimson Hexagon 🔍	AI-powered social media analysis	Brand health monitoring, trend detection
Domo 📊	AI analytics platform	Real-time insights, data visualization
Brandwatch 👁️	AI-driven consumer insights	Social media listening, market research
Talkwalker 🎧	AI-powered marketing analytics	Social media monitoring, brand sentiment analysis

🔎 SEO & Search Optimization

Service	Description	Features
MarketMuse 📚	AI content optimization tool	Improve SEO performance, content gap analysis
Surfer SEO 🏄	AI-powered SEO tool	On-page audits, content optimization
Clearscope 🔬	AI-powered SEO platform	Keyword insights, content optimization

💬 Customer Support

Service	Description	Features
Drift 🤖	AI-powered conversational marketing	Automate customer communication, chatbots
Intercom 💬	AI-enhanced customer messaging	Real-time support, personalized interactions
Tidio 🗨️	AI chatbot platform	Automate customer support, live chat

🤖 Completely Free AI Tools

Service	Description	Features
Hugging Face 🤗	Open-source AI community	Access to thousands of pre-trained models, datasets
AutoDraw ✏️	AI-assisted drawing tool	Sketch recognition, auto-completion of drawings
This Person Does Not Exist 👤	AI-generated face creator	Generate realistic faces of non-existent people
DeepAI 🧠	Free AI tools and APIs	Text generation, image enhancement, style transfer
Runway ML 🎬	AI-powered creative tools	Video editing, green screen, motion tracking (limited free tier)

🧠 AI Model Libraries and Resources

Service	Description	Features
Civitai	Community-driven AI model sharing	Model exploration, image generation
Stable Diffusion Models	Comprehensive SD model list	Model directory
Stable Horde	Crowdsourced SD cluster	Distributed computing
DiffusionDB	SD apps and tools directory	Resource listing
PublicPrompts	Free SD prompts collection	Prompt sharing
Stableboost	Stable Diffusion WebUI	User interface for SD
Hugging Face Diffusion Models Course	Diffusion models course	Educational resource

🔍 AI-Powered Search Engines

Service	Description	Features
Kazimir.ai	Search engine for AI-generated images	AI image search
Perplexity AI	AI-powered answer engine	Accurate, real-time answers
Metaphor	Language model powered search	AI-enhanced search results
Phind	AI-based search engine	Intelligent search results
You.com	AI-powered customized search	Private, personalized search
Komo AI	AI-based quick answer search	Concise, rapid responses
Telborg	AI for Climate Research	Focused climate data search
MemFree	Open Source Hybrid AI Search Engine	Multi-source accurate answers

💻 Coding Tools

Service	Description	Features
GitHub Copilot	AI pair programmer	Code suggestions, function generation
OpenAI Codex	Natural language to code AI	Code generation from text
Ghostwriter	AI-powered coding assistant	Code completion, explanation
Amazon CodeWhisperer	ML-powered coding companion	Code suggestions, security scans
tabnine	AI code completion	Whole-line & full-function completions
Stenography	Automatic code documentation	AI-powered documentation
Mintlify	AI-powered documentation writer	Documentation generation
Debuild	AI-powered low-code tool	Web app development
AI2sql	AI SQL query generator	SQL generation from natural language
CodiumAI	AI-powered code testing	Test suggestion and generation
PR-Agent	AI-powered PR analysis	Automated PR feedback and suggestions
MutableAI	AI-accelerated software development	Code generation and optimization
TurboPilot	Self-hosted copilot clone	Local AI code assistance
GPT-Code UI	Open-source ChatGPT Code interpreter	Interactive coding environment
MetaGPT	Multi-Agent AI Framework	PRD, Design, Tasks, Repo generation
Marblism	SaaS boilerplate generator	AI-powered code scaffolding
MutahunterAI	AI-powered code security	Developer productivity enhancement
AI Kernel Explorer	Linux kernel code explorer	AI-generated code summaries
WhoDB	AI-powered database explorer	Multi-database support, AI chat

🛠️ AI Developer Tools

Service	Description	Features
co:here	Advanced LLM and NLP tools	Language model access, NLP tools
Haystack	NLP application framework	LLM-powered app development
Keploy	Traffic to test case converter	Automated testing tool
LangChain	LLM application framework	LLM-powered app development
gpt4all	Open-source chatbot	Local AI model deployment
LMQL	LLM query language	Structured LLM interactions
LlamaIndex	LLM data framework	Data structuring for LLMs
Langfuse	LLM engineering platform	Debugging, analysis, iteration
Phoenix	ML observability tool	Model monitoring and fine-tuning
Prediction Guard	Controlled LLM integration	Private and compliant LLM usage
Portkey	LLMOps platform	LLM app management and monitoring
OpenAI Downtime Monitor	API status tracker	OpenAI and LLM provider monitoring
ChatWithCloud	AWS Cloud interaction CLI	Natural language cloud management
SinglebaseCloud	AI-powered backend platform	Rapid app development tools
Maxim AI	AI evaluation platform	Quality and reliability assessment
Wordware	AI agent development platform	Task-specific AI creation
CodeRabbit	AI-powered code review	Code quality improvement
Pagerly	AI operations assistant	Oncall support and debugging
Hexabot	No-Code AI chatbot builder	Multi-lingual, multi-channel AI agents

📊 Productivity Tools

Service	Description	Features
Mem	AI-powered workspace	Personalized organization, creativity boost
Taskade	AI task and workflow manager	Task management, team collaboration
Notion AI	AI-enhanced note-taking	Efficient note and doc writing
Nekton AI	AI workflow automation	Natural language workflow creation
Elephas	AI writing assistant for Mac	Productivity enhancement
Lemmy	Autonomous AI work assistant	Task automation
Google Sheets Formula Generator	AI formula creation	Spreadsheet automation
CreateEasily	Free speech-to-text tool	Audio/video transcription
aiPDF	AI document assistant	PDF analysis and interaction
Summary With AI	AI document summarizer	Comprehensive PDF summaries
Emilio	AI email manager	Email prioritization and automation
Pieces	AI-enhanced developer tool	Code snippet management, collaboration
Huntr AI Resume Builder	AI-powered resume creator	ATS-friendly resume generation

🎨 Creative Tools

Service	Description	Features
Diagram	AI-powered product design	New design methodologies
Clickable	AI ad generator	Multi-channel ad creation
Scenario	AI-generated gaming assets	Game asset creation
Shotstack Workflows	No-code AI media automation	Generative AI media applications
Napkin	Text-to-visual converter	Idea visualization

🎵 Entertainment and Media

Service	Description	Features
Taranify	AI-powered content recommender	Mood-based recommendations
AI Dungeon	AI-driven text adventure game	Interactive storytelling
Aispect	AI event experience enhancer	Event augmentation
FairyTailAI	Personalized bedtime story generator	Custom story creation
AI Wedding Toast	AI wedding speech generator	Personalized speeches

🛠️ Development and AI Tools

Service	Description	Features
PromptBase	AI prompt marketplace	Buy/sell AI prompts
Scale Spellbook	LLM app development platform	Build, compare, deploy LLM apps
Petals	Distributed AI model platform	BitTorrent-style AI running
Code to Flow	Code visualization tool	Interactive flowcharts from code
AI-Flow	AI model connector	Multi-model integration
Context Data	AI data processing infrastructure	ETL for Generative AI
Harbor	LLM backend runner	One-command AI service deployment

🔍 Research and Analysis

Service	Description	Features
This Image Does Not Exist	AI image detection game	Human vs AI image test
Have I Been Trained?	AI training dataset checker	Image usage in AI models
FinChat	AI financial Q&A	Company and investor information
GummySearch	AI-based customer research	Reddit-based market research
Compass	AI-driven SaaS research	SaaS question answering

💼 Business and Productivity

Service	Description	Features
Teleprompter	AI meeting assistant	On-device quote suggestions
PressPulse AI	AI media coverage tool	Personalized media leads
Taplio	AI-powered LinkedIn tool	LinkedIn optimization
Myriad	AI content scaling tool	Prompt building and fine-tuning
ezJobs	Automated job search	Job application automation
Adon AI	AI-powered ATS	CV screening and generation
Persuva	AI ad copy generator	High-converting copy at scale
Socialsonic	AI LinkedIn coach	Content creation and scheduling

🎓 Education and Learning

Service	Description	Features
GradGPT	AI college application assistant	Application review, essay drafting
Architecture Helper	AI architecture analyzer	Building style generation
Interviews Chat	AI interview prep	Personalized interview assistance
Interview Solver	AI coding interview assistant	Live coding interview help
Exam Samurai	AI exam generator	Automated exam creation

🖼️ Image and Video Tools

Service	Description	Features	Pricing
AI Watermark Remover	Watermark removal tool	Image and video watermark removal
AISaver	AI-powered media tools	Video and photo enhancement

🔗 Miscellaneous

Service	Description	Features	Pricing
PromptPal	AI prompt and bot directory	Prompt search and usage

📚 Courses and Learning Resources

Resource	Description	Type
Introduction to Generative AI	Beginner-level introduction to Generative AI from Google
CS50's Intro to Artificial Intelligence	Explores concepts and algorithms at the foundation of modern AI
MIT: Intro to Deep Learning	Seven-day bootcamp on deep learning methods and applications
Deep Blueberry: Deep Learning book	Free five-weekend plan for self-learners on deep-learning architectures
Spinning Up in Deep Reinforcement Learning	Free deep reinforcement learning course by OpenAI
MIT Artificial Intelligence Videos	MIT AI Course lectures

📖 Books

Book	Author	Description
Artificial Intelligence: A Modern Approach	Stuart Russell & Peter Norvig	Comprehensive introduction to the theory and practice of AI
Deep Learning	Goodfellow, Bengio and Courville	Introduction to a broad range of topics in deep learning
The Elements of Statistical Learning	Hastie and Tibshirani	Covers a broad range of topics in statistical learning

🛠️ Programming Resources

Resource	Description
Python Tools for Machine Learning	Overview of Python tools for ML
Python for Artificial Intelligence	Python resources for AI development

🧠 Philosophy of AI

Book	Author	Description
Superintelligence	Nick Bostrom	Explores the future of machine intelligence
Life 3.0: Being Human in the Age of Artificial Intelligence	Max Tegmark	Discusses how AI may affect crime, war, justice, jobs, and society

🆓 Free Content

Resource	Description
Foundations Of Computational Agents	Free book published by Cambridge University Press
The Quest For Artificial Intelligence	Traces the history of AI from early dreams to today's successes
R2D3	Website with visual explanations of machine learning concepts

🎥 Videos

Video	Description
A tutorial on Deep Learning	Tutorial by Geoffrey Hinton
Deep Reinforcement Learning	Lecture on deep reinforcement learning
The Unreasonable Effectiveness Of Deep Learning	Talk by Yann LeCun on deep learning

📰 Newsletters

Newsletter	Description
Superhuman.ai	Daily AI newsletter
Alpasignal.ai	AI newsletter for developers
Therundown.ai	Latest AI news and its applications

🤝 Contributing

Your contributions are always welcome! Please read the contribution guidelines first.

📄 License

This awesome list is under MIT License.

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