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AI tools, libraries, and platforms for machine learning, natural language processing, computer vision, and intelligent automation.

📚 Documentation

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Contents

• 💼 Productivity

  • ⏰ Time Management & Scheduling

  • ✅ Task & Project Management

  • 📧 Email & Communication

• 🎨 Creativity & Design

  • 🖼️ Image Generation & Art

  • 🎨 Design Tools

• 💬 Communication & Writing

  • ✍️ Writing Assistants

  • 📝 Content Creation

  • 🌍 Translation & Localization

• 📊 Data Science & Analytics

  • 🤖 Machine Learning Platforms

  • 📈 Data Analysis & Visualization

  • 🔬 Research Tools

• 🧠 Natural Language Processing

  • 📚 NLP Libraries & Tools

  • ☁️ NLP APIs & Services

• 👁️ Computer Vision

  • 🖼️ Image Recognition & Analysis

  • 🎯 Specialized Vision Tools

• 🎵 Audio & Music

  • 🎼 Music Generation & Composition

  • 🎤 Voice & Speech

• 🎥 Video & Media

  • 🎬 Video Creation & Editing

  • 📺 Video Enhancement & Effects

• 💻 Code Generation & Development

  • 🤖 AI Coding Assistants

  • 🛠️ Development Tools

  • 🔍 Code Analysis & Review

• 🔍 AI Search & Research

  • 🌐 AI-Powered Search Engines

  • 📚 Research & Knowledge Tools

• 🤖 Large Language Models

  • 🧠 General Purpose LLMs

  • 🔓 Open Source LLMs

  • 🛠️ LLM Tools & Frameworks

• 🧪 Research & Education

  • 📖 Educational AI Tools

  • 🔬 Research Platforms

• 🏢 Business & Marketing

  • 📈 Marketing & Sales

  • 💼 Business Intelligence

  • 🛒 E-commerce & Retail

• 🎮 Gaming & Entertainment

  • 🎯 Game Development

  • 🎪 Entertainment & Media

• ⚡ No-Code/Low-Code AI

  • 🛠️ AI App Builders

  • 🤖 Chatbot Builders

• 🛡️ AI Safety & Ethics

  • 🔒 AI Safety Tools

  • 📊 AI Ethics & Governance

• 🌐 Miscellaneous

  • 🔧 AI Infrastructure & MLOps

  • 🤖 AI Agents & Automation

  • 🎯 Specialized AI Applications

• 🚀 Getting Started

  • 🆓 Free Tools to Try First

  • 💡 Pro Tips

  • 📖 Learning Resources

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💼 Productivity

⏰ Time Management & Scheduling

• Motion - AI calendar scheduling and intelligent task automation. 💰

• Zoom AI Companion 3.0 - Agentic AI for meeting prep, notes, and calendar optimization (Nov 2025). 💰

• Reclaim.ai - Intelligent calendar protection and focus time optimization. 🆓/💰

• Clockwise - AI-powered calendar optimization for teams. 🆓/💰

• Nyota.ai - AI meeting assistant with automated CRM updates. 💰

• Fathom - Free AI meeting recording and transcription. 🆓

• Clockify - AI-enhanced project time tracking. 🆓/💰

• RescueTime - Automatic time tracking with AI insights. 🆓/💰

• Focus@Will - Neuroscience-based focus music. 💰

• Trevor AI - AI task scheduling and daily planning. 💰

• Timely - Automatic time tracking with AI memory. 💰

✅ Task & Project Management

• Notion - All-in-one workspace with AI agents and Q&A (Notion 3.0). 🆓/💰

• Todoist - Natural language task scheduling with AI. 🆓/💰

• Asana - Project management with AI-powered insights. 🆓/💰

• ClickUp - Productivity platform with AI automation. 🆓/💰

• Monday.com - Work OS with AI workflow automation. 💰

• Taskade - AI-powered team collaboration and workflows. 🆓/💰

• Mem - AI-native note-taking and knowledge management. 💰

• Personal AI - AI chatbot for personal knowledge management. 🆓/💰

📧 Email & Communication

• Superhuman - AI-powered email with voice features and smart shortcuts. 💰

• Shortwave - AI email assistant with smart search. 💰

• Boomerang - Email scheduling with AI writing assistant. 🆓/💰

• SaneBox - AI email filtering and prioritization. 💰

• Mailstrom - Bulk email cleanup with AI. 💰

• Spike - Conversational email with AI features. 🆓/💰

• MailMaestro - AI email assistant for Outlook and Gmail. 🆓/💰

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🎨 Creativity & Design

🖼️ Image Generation & Art

• Midjourney v7 - Leading AI art generator with draft mode & personalization. 💰

• DALL-E 3 - OpenAI's advanced image generator integrated in ChatGPT. 💰

• Flux - Next-gen open-source image generator with photorealistic output. 🆓/💰

• Stable Diffusion 3 - Latest open-source image generation model. 🆓

• ComfyUI - Powerful node-based UI for Stable Diffusion with advanced workflows. 🆓

• Ideogram - AI image generator with accurate text rendering. 🆓/💰

• Reve - AI art with superior prompt adherence. 🆓/💰

• Leonardo AI - AI art generation for creatives with fine-tuned control. 🆓/💰

• Adobe Firefly - Adobe's generative AI suite integrated in Creative Cloud. 🆓/💰

• DreamStudio - Stability AI's image generation interface. 💰

• NightCafe - AI art generator with multiple algorithms. 🆓/💰

• Artbreeder - Collaborative AI art creation. 🆓/💰

• Freepik AI - AI image generator combining multiple models. 🆓/💰

• Jasper Art - AI art generation for marketers. 💰

• BlueWillow - Free AI image generator. 🆓

• Prisma - Artistic photo filters. 🆓/💰

🎨 Design Tools

• Figma AI - Design platform with AI features and IPO plans (2025). 🆓/💰

• Adobe Creative Suite AI - AI-enhanced creative tools with Sensei and Firefly. 💰

• Canva AI - Design platform with Magic Design and AI features. 🆓/💰

• Framer - Web design with AI assistance. 🆓/💰

• Uizard - AI-powered design tool. 🆓/💰

• Simplified AI - All-in-one AI platform for design and content (2025). 🆓/💰

• Kittl - AI design with vectorization and style variety. 🆓/💰

• Mockup Photos - AI-generated mockups. 🆓/💰

• LogoAI - AI logo generator. 💰

• Brandmark - AI brand identity generator. 💰

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💬 Communication & Writing

✍️ Writing Assistants

• Grammarly - Advanced grammar and style checker with AI. 🆓/💰

• Jasper - AI content generation for marketing teams. 💰

• Copy.ai - AI copywriting assistant for content creation. 🆓/💰

• Writesonic - AI writing tool with SEO optimization. 🆓/💰

• Rytr - AI writing assistant for multiple use cases. 🆓/💰

• QuillBot - AI paraphrasing and writing enhancement tool. 🆓/💰

• ProWritingAid - Advanced writing editor with AI analysis. 🆓/💰

• Wordtune - AI writing companion for rewriting and suggestions. 🆓/💰

• Writer - AI writing platform for teams with brand consistency. 💰

• Anyword - AI copywriting with performance prediction. 💰

• Type.ai - AI writing with customizable LLM models. 🆓/💰

• Hyperwrite - Personal AI writing assistant. 🆓/💰

📝 Content Creation

• Notion AI - AI writing and Q&A within Notion workspace (May 2025). 💰

• Lex - AI-powered word processor for writers. 🆓/💰

• Sudowrite - AI writing partner for creative fiction. 💰

• Tome - AI-powered presentation creation. 🆓/💰

• Gamma - AI presentation and document generator. 🆓/💰

• Beautiful.ai - AI-powered presentation design. 🆓/💰

• Hemingway Editor - Readability-focused writing tool. 🆓/💰

🌍 Translation & Localization

• DeepL - High-quality neural translation. 🆓/💰

• Google Translate - Free multilingual translation. 🆓

• Microsoft Translator - Real-time translation. 🆓

• Linguee - Dictionary with translation examples. 🆓

• Reverso - Translation with context examples. 🆓

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📊 Data Science & Analytics

🤖 Machine Learning Platforms

• DataRobot - Automated machine learning platform with AI agentic systems. 💰

• H2O.ai - Open-source ML and AI platform with AutoML 2.0. 🆓/💰

• AutoML by Google Cloud - Google's AutoML suite with Vertex AI integration. 💰

• Azure ML - Microsoft's ML service with enhanced AI capabilities. 💰

• Amazon SageMaker - AWS ML platform with generative AI features. 💰

• Databricks - Unified analytics platform with AI/ML workflows. 💰

• Dataiku - Data science platform with AI agents (2025). 💰

• PyCaret - Low-code ML library for rapid experimentation. 🆓

• Auto-Sklearn 2.0 - Open-source AutoML with smart model selection. 🆓

📈 Data Analysis & Visualization

• Tableau - Data visualization with AI insights and Tableau Next. 💰

• Microsoft Power BI - Business analytics with Copilot AI assistant (2025). 💰

• ThoughtSpot - Search-driven analytics with AI-powered insights. 💰

• Looker Studio - Google's data visualization with AI features. 🆓/💰

• Powerdrill Bloom - AI-powered data analysis and visualization platform. 🆓/💰

• Plotly - Interactive data visualization. 🆓/💰

• Observable - Collaborative data visualization. 🆓/💰

• Grafana - Monitoring and observability platform. 🆓/💰

• Sisense - AI-driven analytics with low-code/no-code apps. 💰

• Domo - End-to-end AI platform with Domo AI (2025). 💰

• Qlik Predict - No-code predictive analytics for business users (Oct 2025). 💰

🔬 Research Tools

• Jupyter Notebook - Interactive computing environment. 🆓

• Google Colab - Free cloud-based notebooks. 🆓

• Kaggle - Data science competition platform. 🆓

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🧠 Natural Language Processing

📚 NLP Libraries & Tools

• Transformers by Hugging Face - State-of-the-art NLP with 500K+ pretrained models. 🆓

• spaCy - Industrial-strength NLP library with high performance. 🆓

• NLTK - Natural Language Toolkit for education and research. 🆓

• Kairntech - Enterprise-grade NLP with on-premise deployment (2025). 💰

• TextBlob - Simple NLP library for beginners. 🆓

• Gensim - High-speed topic modeling and document similarity. 🆓

• OpenNLP - Apache's NLP toolkit. 🆓

• Stanford CoreNLP - Robust NLP tools from Stanford. 🆓

☁️ NLP APIs & Services

• Google Cloud Natural Language - NLP API by Google. 💰

• Amazon Comprehend - AWS NLP service. 💰

• Azure Text Analytics - Microsoft's NLP API. 💰

• IBM Watson Natural Language Understanding - IBM's NLP service. 💰

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👁️ Computer Vision

🖼️ Image Recognition & Analysis

• Roboflow - Computer vision platform with RF-DETR Seg and AutoML (2025). 🆓/💰

• Google Cloud Vision - Image analysis API with Vertex AI integration. 💰

• Clarifai - Computer vision platform with custom model training. 🆓/💰

• Amazon Rekognition - AWS image analysis with advanced detection. 💰

• Microsoft Computer Vision - Azure vision API with AI enhancements. 💰

• Averroes.ai - Production-ready visual inspection for manufacturing. 💰

• Lobe AI - Microsoft's free no-code computer vision tool. 🆓

• Nanonets - Document AI with powerful OCR capabilities. 🆓/💰

• OpenCV - Open-source computer vision library. 🆓

🎯 Specialized Vision Tools

• YOLOv11 - Latest real-time object detection with C2PSA module (2025). 🆓

• YOLO - Real-time object detection framework. 🆓

• Detectron2 - Facebook's detection framework. 🆓

• MediaPipe - Google's ML framework for live perception. 🆓

• Face++ - Face recognition platform. 🆓/💰

• DeepLobe - Flexible computer vision across images, video, and text. 🆓/💰

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🎵 Audio & Music

🎼 Music Generation & Composition

• Suno AI v4.5 - Leading AI music generator with vocals and lyrics (Feb 2025). 🆓/💰

• Udio - Professional AI music composition with text-to-song capabilities. 🆓/💰

• AIVA - AI music composition for 250+ styles. 🆓/💰

• Soundraw - Customizable AI music generator with genre mixing. 🆓/💰

• Beatoven.ai - AI music for content creators with multimodal prompts. 🆓/💰

• Mubert - AI-generated music streaming and creation. 🆓/💰

• Riffusion - AI music generation with text-to-music and audio extension. 🆓/💰

• Boomy - Create and monetize AI-generated music. 🆓/💰

🎤 Voice & Speech

• ElevenLabs - Advanced voice synthesis and cloning with multilingual support. 🆓/💰

• Murf AI - AI voice generator with 120+ voices. 💰

• Descript - Audio/video editing with AI transcription and voice cloning. 🆓/💰

• Otter.ai - AI meeting notes and transcription. 🆓/💰

• Rev - Professional transcription and captioning services. 💰

• Whisper - OpenAI's open-source speech recognition system. 🆓

• Assembly AI - Speech-to-text API with speaker detection. 💰

• Resemble AI - AI voice cloning and generation. 🆓/💰

• Play.ht - Realistic AI voice generator. 🆓/💰

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🎥 Video & Media

🎬 Video Creation & Editing

• Sora 2 - OpenAI's physics-accurate video & audio generation with dialogue sync (Oct 2025). 💰

• Google Veo 3 - Google's latest video generation model with photorealism (Oct 2025). 💰

• Vibes - Meta's AI video feed platform with social features (Sep 2025). 🆓

• Runway Gen-4 - Latest generation with improved speed and visual fidelity (2025). 🆓/💰

• Kling AI 2.0 - Advanced motion control and fast-action video generation. 🆓/💰

• Pika 2.2 - AI video generator with 1080p HD and scene integration. 🆓/💰

• Luma Ray2 - High-fidelity AI video generation with dynamic compositions. 🆓/💰

• Haiper AI - AI video generation platform with creative tools (Oct 2024). 🆓/💰

• LTX Studio - Comprehensive AI filmmaking platform. 💰

• Pyramidal Flow - Open-source AI video generation model (Oct 2024). 🆓

• Amazon Nova Reel - Enterprise-grade AI video with IP indemnification. 💰

• Hailuo AI - MiniMax's AI video generation platform. 🆓/💰

• Synthesia - AI avatar video generation for business. 💰

• HeyGen - AI video generator with hyper-realistic avatars. 🆓/💰

• Pictory - Text-to-video creation for content creators. 💰

• Lumen5 - Video creation from text for social media. 🆓/💰

• InVideo AI - AI-powered video creation with templates. 🆓/💰

• Fliki - Text-to-video with AI voices and avatars. 🆓/💰

• Steve AI - Animated video creation. 💰

• Visla - AI video storytelling platform. 🆓/💰

📺 Video Enhancement & Effects

• Topaz Video Enhance AI - Video upscaling and enhancement. 💰

• Adobe After Effects AI - Motion graphics with AI. 💰

• DaVinci Resolve - Professional video editing with AI features. 🆓/💰

---

💻 Code Generation & Development

🤖 AI Coding Assistants

• GitHub Copilot - AI pair programmer by Microsoft. 💰

• Cursor - AI-first code editor with powerful agent features. 🆓/💰

• Windsurf - Codeium's AI coding assistant with Cascade agent. 🆓/💰

• Qodo - AI coding platform for code quality, testing, and review (formerly Codium). 🆓/💰

• Zed - High-performance AI code editor with collaborative features. 🆓

• Tabnine - AI code completion for multiple IDEs. 🆓/💰

• Amazon CodeWhisperer - AI coding companion by AWS. 🆓/💰

• Jules - Google's AI coding agent for automated development (Oct 2025). 🆓

• Replit Ghostwriter - AI coding in the browser. 💰

• Codeium - Free AI code acceleration with 40+ IDE support. 🆓

• Continue.dev - Open-source AI coding assistant for VS Code & JetBrains. 🆓

• CodeT5 - Open-source code generation by Salesforce. 🆓

🛠️ Development Tools

• Vercel v0 - AI-powered React component generator by Vercel. 🆓/💰

• Bolt.new - Full-stack web development with AI. 🆓/💰

• Tessl - Spec-driven development framework for AI-native coding (Oct 2025). 🆓

• Lovable - AI-powered app builder for rapid development. 💰

• Builder.io - Visual development platform with AI. 🆓/💰

• Anima - Design to code conversion tool. 🆓/💰

• Debuild - AI-powered web app builder. 🆓/💰

• Replit - Cloud-based IDE with AI coding features. 🆓/💰

🔍 Code Analysis & Review

• CodeGuru - AWS code review service. 💰

• DeepCode - AI-powered code review. 🆓/💰

• SonarQube - Code quality analysis. 🆓/💰

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🔍 AI Search & Research

🌐 AI-Powered Search Engines

• Perplexity AI - AI search engine with source citations and real-time answers. 🆓/💰

• ChatGPT Search - OpenAI's real-time web search integration. 💰

• Google AI Overview - Google's AI-enhanced search results. 🆓

• You.com - AI search with personalization and privacy focus. 🆓/💰

• Phind - Developer-focused AI search engine. 🆓/💰

• Bing Chat - Microsoft's AI-powered search. 🆓

• Brave Search - Independent search with AI features. 🆓

• Arc Search - AI-powered mobile search browser. 🆓

📚 Research & Knowledge Tools

• Semantic Scholar - AI-powered academic research tool. 🆓

• Elicit - AI research assistant for literature review. 🆓/💰

• NotebookLM - Google's AI research and note-taking assistant. 🆓

• Deep Research - OpenAI's advanced research assistant. 💰

• ResearchGate - Scientific network with AI features. 🆓

• Consensus - AI-powered research engine for scientific papers. 🆓/💰

• Scite - Smart citations for research validation. 🆓/💰

• Connected Papers - Visual academic paper exploration. 🆓/💰

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🤖 Large Language Models

🧠 General Purpose LLMs

• GPT-5 - OpenAI's flagship unified model with multimodal reasoning (Aug 2025). 💰

• GPT-5 Codex - GPT-5 variant optimized for agentic coding (Sep 2025). 💰

• Claude Sonnet 4.5 - World's best coding model with autonomous agents (Sep 29, 2025). 💰

• Grok 5 - xAI's upcoming model targeting AGI (training Oct 2025, release late 2025). 💰

• Gemini 2.5 Pro Deep Think - Google's most advanced reasoning model (Oct 2025). 💰

• Gemini 2.0 Flash Thinking - Experimental reasoning model with 1M context (Oct 2025). 🆓/💰

• o4-mini - OpenAI's cost-efficient reasoning model (2025). 💰

• o3 - OpenAI's advanced reasoning model. 💰

• GPT-4o - OpenAI's multimodal model with voice support. 💰

🔓 Open Source LLMs

• DeepSeek R1 - Advanced reasoning model with MoE architecture (671B params). 🆓

• Qwen 3 - Alibaba's trillion-parameter hybrid model with strong coding (Sep 2025). 🆓

• GLM-4.5 - Zhipu's 130B parameter model for intelligent agents. 🆓

• Kimi K2 - Moonshot AI's robust Chinese LLM with open research. 🆓

• LLaMA 3 - Meta's latest open-source LLM family. 🆓

• Mistral Small 3.1 - Efficient open-source model with multimodal support. 🆓

• Gemma 3 - Google's lightweight open model. 🆓

• Falcon - Open-source LLM by TII. 🆓

• Vicuna - Open-source chatbot. 🆓

🛠️ LLM Tools & Frameworks

• LangChain - Framework for building LLM applications. 🆓/💰

• LlamaIndex - Data framework for LLM applications. 🆓/💰

• Haystack - NLP framework for building search systems. 🆓

• Hugging Face - ML model hub and tools with 500K+ models. 🆓/💰

• OpenRouter - Unified API for multiple LLMs. 🆓/💰

• Poe - Platform for accessing multiple AI chatbots. 🆓/💰

---

🧪 Research & Education

📖 Educational AI Tools

• Khan Academy - Educational platform with AI tutoring. 🆓

• Coursera - Online courses with AI recommendations. 🆓/💰

• Duolingo - Language learning with AI. 🆓/💰

• Socratic by Google - AI homework helper. 🆓

• Photomath - Math problem solver. 🆓/💰

🔬 Research Platforms

• Papers with Code - ML research papers and code. 🆓

• arXiv - Open-access research archive. 🆓

• Google Scholar - Academic search engine. 🆓

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🏢 Business & Marketing

📈 Marketing & Sales

• HubSpot AI - CRM with AI features and predictive lead scoring. 🆓/💰

• Salesforce Einstein - AI for CRM with Agentforce platform (2025). 💰

• Meta Business AI - AI assistant for ads, WhatsApp, and Messenger (Oct 2025). 🆓/💰

• Marketo - Marketing automation with AI. 💰

• Pardot - B2B marketing automation with Einstein AI. 💰

• Drift - Conversational marketing platform. 💰

💼 Business Intelligence

• Qlik Sense - Self-service BI platform. 💰

🛒 E-commerce & Retail

• Dynamic Yield - Personalization platform. 💰

• Yotpo - Customer reviews and loyalty. 💰

• Klevu - AI-powered site search. 💰

• Searchspring - E-commerce search and merchandising. 💰

---

🎮 Gaming & Entertainment

🎯 Game Development

• Unity ML-Agents - AI for game development with Unity AI Suite (2025). 🆓

• Unity AI - Contextual assistance and asset generation for Unity 6.2. 🆓/💰

• Promethean AI - AI assistant for game development. 💰

• Inworld AI - AI characters for games with Microsoft Xbox partnership. 💰

• Convai - Conversational AI for games. 🆓/💰

• NVIDIA ACE - AI-driven digital humans for gaming (2025). 💰

• Roblox Cube - Generative AI tool for Roblox game creation. 🆓

🎪 Entertainment & Media

• Character.AI - Create and chat with AI characters and companions. 🆓

• Replika - AI companion and mental wellness chatbot. 🆓/💰

• AI Dungeon - AI-powered text adventure and storytelling. 🆓/💰

• NovelAI - AI storytelling and image generation platform. 💰

• Chai - Platform for chatting with AI personalities. 🆓/💰

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⚡ No-Code/Low-Code AI

🛠️ AI App Builders

• Zapier - Automation platform with AI features, agents, and chatbots (8000+ app integrations). 🆓/💰

• Make (Integromat) - Visual automation platform with AI workflows. 🆓/💰

• OutSystems Agent Workbench - Low-code platform for building enterprise AI agents (Oct 2025). 💰

• Microsoft Power Platform - Low-code development with AI and Copilot. 💰

• Google AppSheet - No-code app development with AI. 🆓/💰

• Bubble - Visual programming with AI plugins. 🆓/💰

• Adalo - No-code mobile app builder. 🆓/💰

🤖 Chatbot Builders

• Chatfuel - Chatbot platform. 🆓/💰

• ManyChat - Chat marketing platform. 🆓/💰

• Dialogflow - Google's chatbot platform. 🆓/💰

• Rasa - Open-source conversational AI. 🆓/💰

• Botpress - Open-source chatbot builder. 🆓

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🛡️ AI Safety & Ethics

🔒 AI Safety Tools

• AI Fairness 360 - IBM's fairness toolkit. 🆓

• What-If Tool - Google's ML interpretability tool. 🆓

• LIME - Local interpretable model explanations. 🆓

• SHAP - Explain machine learning models. 🆓

📊 AI Ethics & Governance

• IBM Watson OpenScale - AI governance platform. 💰

• Microsoft Responsible AI - AI ethics framework. 🆓

• Google AI Principles - AI ethics guidelines. 🆓

---

🌐 Miscellaneous

🔧 AI Infrastructure & MLOps

• MLflow - Open-source ML lifecycle management. 🆓

• Kubeflow - ML workflows on Kubernetes. 🆓

• DVC - Data version control for ML projects. 🆓

• Weights & Biases - ML experiment tracking and collaboration. 🆓/💰

• Neptune - ML metadata store and experiment management. 🆓/💰

• Estuary Flow - Real-time data automation platform with low-latency streaming (2025). 💰

• Informatica - Data integration with AI-powered transformations. 💰

• Alteryx - Data analytics and automation for data scientists. 🆓/💰

🤖 AI Agents & Automation

• AutoGPT - Autonomous AI agent for task automation. 🆓

• LangFlow - Visual framework for building LangChain flows. 🆓

• Flowise - Drag & drop UI for LangChain applications. 🆓

• n8n - Workflow automation with AI nodes and integrations. 🆓/💰

• Relevance AI - Build and deploy AI agents for business. 💰

• Manus - AI workflow automation platform. 🆓/💰

🎯 Specialized AI Applications

• Tensorflow.js - ML in the browser. 🆓

• Core ML - Apple's ML framework. 🆓

• ONNX - Open neural network exchange. 🆓

• Apache MXNet - Deep learning framework. 🆓

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🚀 Getting Started

🆓 Free Tools to Try First

• OpenAI Playground - Experiment with GPT models directly.

• Google AI Studio - Test Google's Gemini models.

• Hugging Face Spaces - Try pre-trained models instantly.

• Replicate - Run open-source models in the cloud.

• Gradio - Create ML demos quickly.

💡 Pro Tips

• 🎯 Start with your specific use case

• 📚 Read documentation and tutorials

• 🤝 Join AI communities and forums

• 🔄 Experiment with different tools

• 📈 Track your productivity improvements

📖 Learning Resources

• Fast.ai - Practical deep learning course.

• Coursera AI Courses - Online AI and ML courses.

• edX AI Programs - University-level AI programs.

• Towards Data Science - Medium publication for data science.

• ML Paper Implementations - Research paper implementations.

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_{Last updated: October 2025 | Made with ❤️ by Ali Ammari}