This section features a curated collection of external tools and resources that can help expand our knowledge and enhance our projects. The focus will be be on free and open source (or open weight) tools and tutorials to take our projects to the next level.
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Show All
Chatbots & Assistants (13)
MCP servers (36)
Prompt Engineering (33)
Humanoid Robots (36)
AI Agents & Automation (10)
Creative AI Tools (27)
Educational Media (18)
Hardware & Robotics (28)
Ethics & Responsible AI (68)
Learning Foundations (16)
Interactive Learning Tools (22)
Open Source & Repositories (34)
Software Development (35)
AI by Field & Application (34)
AI Pioneers & Contributors (55)
Other (0)
Chatbots & Assistants (13)
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Deepseek Chatbot
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ChatGPT
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Claude
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Chatbots.org
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There's An AI For That
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Futurepedia
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Aixploria
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Powerusers AI
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ChatGPT
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Claude
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Perplexity.ai
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HuggingChat
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Jasper
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MCP servers (36)
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MCP Servers (Official Repository)
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MCP Python SDK
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MCP TypeScript SDK
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MCP C# SDK
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GitHub - modelcontextprotocol/registry: A community driven registry service for Model Context Protocol (MCP) servers.
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MCP Ruby SDK
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MCP Java SDK
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MCP Rust SDK
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LangChain
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LlamaIndex
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Haystack
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Dify
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AutoGen (Microsoft)
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CrewAI
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MetaGPT
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Camel-AI (CAMEL)
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SuperAGI
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LangGraph
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Vanna
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Kotaemon
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GitHub - Unstructured-IO/unstructured: Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
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Langfuse
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Plandex
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CodeGPT
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SWE-bench
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Phi-3 (Microsoft)
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GitHub - mistralai/mistral-inference: Official inference library for Mistral models
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Command R+
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GitHub - wong2/awesome-mcp-servers: A curated list of Model Context Protocol (MCP) servers
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GitHub - github/github-mcp-server: GitHub's official MCP Server
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Awesome MCP Servers
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GitHub - awslabs/mcp: AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow
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GitHub - browserbase/mcp-server-browserbase: Allow LLMs to control a browser with Browserbase and Stagehand
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GitHub - tigranbs/mcgravity: A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
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OpenMCP
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GitHub - reza-gholizade/k8s-mcp-server: Manage Your Kubernetes Cluster with k8s mcp-server
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Prompt Engineering (33)
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Awesome Prompting (corralm)
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Prompt Engineering Guide (dair-ai)
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ChatGPT Prompts (pacholoamit)
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AI2image Prompts (mergisi)
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GPT-4o Image Generation Prompts (aialt)
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Fooocus-AI-Image-Generator (kdjayakody)
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Awesome Music Prompts (yzfly)
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AudioLDM (haoheliu)
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Stable Audio Tools (Stability-AI)
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Awesome Video Generation (AlonzoLeeeooo)
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GitHub - SabrinaRamonov/prompts: Free Prompts Library | Sabrina Ramonov
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LTX-Video (Lightricks)
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AI-Faceless-Video-Generator (SamurAIGPT)
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Prompt Engineering for Copilot Chat (GitHub Docs)
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ChatGPT-Prompt-Engineering-for-Developers (OpenAI Cookbook)
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Awesome ChatGPT Prompts (f/awesome-chatgpt-prompts)
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Promptify
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PromptFlow (microsoft/promptflow)
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Promptbase
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Lexica
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Prompt Hero
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OpenArt Prompts
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FlowGPT
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PromptSideas
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VibePrompts.com
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Prompt Engineering Guide (IBM)
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Generative AI Tools, Prompts, and Detectors (Worcester State University)
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Prompt Engine
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Macaw-LLM
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GitHub - yunlong10/Awesome-LLMs-for-Video-Understanding: 🔥🔥🔥Latest Papers, Codes and Datasets on Vid-LLMs.
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LLM Multi-Modal CLI (Simon Willison)
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Stable Diffusion Guide (BentoML)
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Text to Video Open Source Models
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Humanoid Robots (36)
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SmilingRobo/open-source-robotics
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Unitree Robotics Open Source
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Berkeley Humanoid Lite
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unitree_IL_lerobot
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Poppy Humanoid (poppy-project)
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InMoov - home - InMoov
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Boston Dynamics Atlas Control System (openhumanoids)
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Macaw-LLM
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Awesome LLMs for Video Understanding
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You can now run prompts against images, audio and video in your terminal using LLM
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A Guide to Open-Source Image Generation Models
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Just a moment...
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NVIDIA Isaac Lab
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Awesome Robotics Projects (mjyc)
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Hybrid Robotics Lab (Berkeley)
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Top 7 Open-Source Robotics Platforms – ThinkRobotics.com
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NVIDIA Isaac Sim
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Boston Dynamics
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Unitree Robotics
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Agility Robotics
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Figure
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Apptronik
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403 Forbidden
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digitalpathcloud
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Homepage - Engineered Arts
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PAL Robotics | Home
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Home Page-UBTECH
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Honda Robotics
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Tesla Optimus
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Account Suspended
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Robot Era
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Toyota Humanoid Robots
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Humanoid Robot Club Purdue
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My Advanced Realistic Humanoid Robots Project | Electronics Forum (Circuits, Projects and Microcontrollers)
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Human-Automation Systems (HumAnS) Lab (Georgia Tech)
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Research | Robotics
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AI Agents & Automation (10)
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AI Agents Directory
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There's An AI For That
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Futurepedia.io
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Gumloop
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Microsoft Copilot Agents
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Claude 3.5 (Anthropic)
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AutoGPT
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Oracle Miracle Agent
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Aixploria
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Replit Agent
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Creative AI Tools (27)
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Veo - Google DeepMind
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Canva AI Assistant
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Runway ML
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Free AI Video Generator - Create AI Videos in 140 Languages
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Descript: Edit Videos & Podcasts Like a Doc | AI Video Editor
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Fliki - Turn text into videos with AI voices
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#1 AI animated captions | Add subtitles in 1 click - OpusClip
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Colossyan Creator - AI Video Generator
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All-In-One AI Video Generator | AI STUDIO
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Gen-AI Video: Human-Centric Storytelling, Brand Videos at Scale - Hour One
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Online Video Editor | Video Creator | InVideo
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Pictory AI
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Stability AI (Stable Diffusion)
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The best open-source image generation model | Baseten Blog
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Podcastfy AI
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Attention Required! | Cloudflare
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OpenCV
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GitHub - NVlabs/stylegan: StyleGAN - Official TensorFlow Implementation
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MidJourney
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Adobe Firefly
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Imagen: Text-to-Image Diffusion Models
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Attention Required! | Cloudflare
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AI Image Generator: AI Picture & Video Maker to Create AI Art Photos Animation | Deep Dream Generator DDG
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Picsart
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OpenAI Sora
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Hugging Face
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ThereIsAnAIforThat- hub
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Educational Media (18)
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The Ollama Course: Basics (Matt Williams)
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AI and Deep Learning - Two Minute Papers
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ComfyUI Tutorials (Stephan Tual)
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ComfyUI Advanced Workflows (MDMZ)
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Canva Tutorials (DrHeals)
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AI Art Tutorials (Pam Brossman)
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N8N Tutorial: Beginner to Pro (Productive Dude)
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AI Automations & AI Agents Tutorials (n8n) (Ken Kai does AI)
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DeepLearning.AI
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Coursera AI & Machine Learning Courses
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Udemy Large Language Models (LLM) Courses
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Google AI Education
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Hugging Face Transformers Course
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Neural Networks: Zero To Hero
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Practical Deep Learning for Coders - Practical Deep Learning
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Meet Canva AI - Official Design Tutorials
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LLM University by Cohere
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Full Stack LLM Bootcamp
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Hardware & Robotics (28)
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ROS: Home
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Gazebo
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Arduino - Home
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OpenCV - Open Computer Vision Library
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Teach, learn, and make with the Raspberry Pi Foundation
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Robotics at Home with Raspberry Pi Pico (Book)
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ESP32 Projects with Code and Circuit Diagram (CircuitDigest)
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AI Powered Robot Using ESP32 and Arduino (Instructables)
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DIY Mobile Robot Using ESP32 (STEMpedia Education)
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Poppy Project
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TurtleBot
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Linorobot
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MRPT (Mobile Robot Programming Toolkit)
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Webots is an open source and multi-platform desktop application used to simulate robots.
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Mars rover based on Raspberry Pi Pico
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BeagleY-AI (BeagleBoard.org)
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Project not found - Read the Docs
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core | Cloud Robotics Core: Kubernetes, Federation, App Management
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DIY Robot Parts List (Beginner-Friendly)
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Amazon.com
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Miami Hobby Shop, the largest in South Florida
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LeRobot (HuggingFace): Making AI for Robotics more accessible with end-to-end learning
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Autonomous Robotics Platform for Raspberry Pi Pico
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ESP-SparkBot
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Awesome Robotics Projects (GitHub)
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RPi Pico Obstacle Avoidance Robot
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List of Open-Source Hardware Projects (Wikipedia)
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ESP32-CAM AI Robot (Hackster.io)
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Ethics & Responsible AI (68)
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Fairlearn
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Responsible AI Toolbox (Microsoft)
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What-If Tool (Google)
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TensorFlow Federated
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TensorFlow Privacy
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Deon
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dalex.drwhy.ai
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TextAttack
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GitHub - dssg/aequitas: Bias Auditing & Fair ML Toolkit
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GitHub - facebookresearch/ResponsibleNLP: Repository for research in the field of Responsible NLP at Meta.
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Mozilla open-source tools help developers build ethical AI datasets
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Infosys Launches Open-Source Responsible AI Toolkit to Enhance Trust and Transparency in AI
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Responsible Generative AI Toolkit (Google AI for Developers)
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Unsupervised bias detection tool
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GitHub - shap/shap: A game theoretic approach to explain the output of any machine learning model.
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GitHub - marcotcr/lime: Lime: Explaining the predictions of any machine learning classifier
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Welcome to ELI5’s documentation! — ELI5 0.15.0 documentation
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GitHub - interpretml/interpret: Fit interpretable models. Explain blackbox machine learning.
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GitHub - salesforce/OmniXAI: OmniXAI: A Library for eXplainable AI
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Privado (Open Source Privacy Code Scanning)
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GitHub - protectai/rebuff: LLM Prompt Injection Detector
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Aktualisiere deinen Browser
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Aktualisiere deinen Browser
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VerifyWise
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Data Governance in Open Source AI – Open Source Initiative
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Center for AI Safety (CAIS)
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AISafety.com
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Map – AISafety.com
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microsoft/responsible-ai-toolbox: Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
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TensorFlow Responsible AI Tutorials
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Ethics of Artificial Intelligence (Coursera - Politecnico di Milano)
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Generative AI & Responsible AI Tutorial
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SmilingRobo/open-source-robotics
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Unitree Robotics Open Source
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Berkeley Humanoid Lite
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unitree_IL_lerobot
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Poppy Humanoid (poppy-project)
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InMoov - home - InMoov
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Boston Dynamics Atlas Control System (openhumanoids)
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Macaw-LLM
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Awesome LLMs for Video Understanding
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You can now run prompts against images, audio and video in your terminal using LLM
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A Guide to Open-Source Image Generation Models
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Just a moment...
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NVIDIA Isaac Lab
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Awesome Robotics Projects (mjyc)
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Hybrid Robotics Lab (Berkeley)
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Boston Dynamics
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Unitree Robotics
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Agility Robotics
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Figure
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Apptronik
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403 Forbidden
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digitalpathcloud
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Homepage - Engineered Arts
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PAL Robotics | Home
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Home Page-UBTECH
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Honda Robotics
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Tesla Optimus
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Account Suspended
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Robot Era
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ERROR: The request could not be satisfied
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Humanoid Robot Club Purdue
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My Advanced Realistic Humanoid Robots Project | Electronics Forum (Circuits, Projects and Microcontrollers)
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Human-Automation Systems (HumAnS) Lab (Georgia Tech)
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Research | Robotics
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Top 7 Open-Source Robotics Platforms – ThinkRobotics.com
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NVIDIA Isaac Sim
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Learning Foundations (16)
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2025 LifeArchitect.ai
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Ollama Model Library / Hub
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SWE-bench Leaderboard
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LMSYS Chatbot Arena Leaderboard
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Hugging Face Open LLM Leaderboard
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Klu.ai LLM Leaderboard
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YourGPT LLM Leaderboard
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RIVAL
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AI Benchmarking Dashboard | Epoch AI
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OpenCompass: CompassRank
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Trustbit LLM Benchmark
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Artificial Analysis LLM Leaderboard
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SEAL LLM Leaderboards: Expert-Driven Private Evaluations
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LLM Leaderboard 2025
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LLM-Stats
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Choosing the Right LLM: Top AI Models Compared • Magai
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Interactive Learning Tools (22)
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Neural networks: Interactive exercises (Google for Developers)
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CNN Explainer (Polo Club of Georgia Tech)
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Token visualizer
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GPT tokenizer
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Perplexity | Interactive language modeling visualization
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Neural Network Excel Implementation (Datamation)
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Neural Networks explained with spreadsheets, 1: A single neuron (Splinter Software)
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Simple Neural Network Example | Real Statistics Using Excel
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AI Explorers (Create & Learn)
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AI for Oceans (Code.org)
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5 Fun & Educational Artificial Intelligence Games & Activities for Students
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Teachable Machine (Google)
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Google DeepMind
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ML for Kids (IBM)
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A Visual Introduction to Machine Learning (R2D3)
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AI Playground (RAISE)
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Transformer Explainer (ML Tokyo)
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exBERT (ML Tokyo)
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OpenAI Microscope
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Distill Activation Atlases
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Embedding Explorer (ML Tokyo)
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Neptune Interactive Tools (ML Tokyo)
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Open Source & Repositories (34)
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LM Studio
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Open WebUI
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n8n
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Cline
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Roo Code (formerly RooCline)
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GitHub - goharbor/harbor: An open source trusted cloud native registry project that stores, signs, and scans content.
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OpenHands
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ComfyUI Portable
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ComfyUI
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vLLM Docker
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LangChain
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GitHub - run-llama/llama_index: LlamaIndex is the leading framework for building LLM-powered agents over your data.
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RAGFlow
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GitHub - milvus-io/milvus: Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
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GitHub - mem0ai/mem0: Memory for AI Agents; SOTA in AI Agent Memory; Announcing OpenMemory MCP - local and secure memory management.
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GitHub - stanfordnlp/dspy: DSPy: The framework for programming—not prompting—language models
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GitHub - deepset-ai/haystack: AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
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GitHub - llmware-ai/llmware: Unified framework for building enterprise RAG pipelines with small, specialized models
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txtai
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GitHub - explodinggradients/ragas: Supercharge Your LLM Application Evaluations 🚀
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GitHub - tiiuae/onebitllms: Lightweight toolkit package to train and fine-tune 1.58bit Language models
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Microsoft BitNet
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GitHub - Diffusion-Model-Leiden/awesome-diffusion-models-for-tabular-data: This is a curated list of research on diffusion models for tabular data, and serves as the official repository for the survey paper "Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions"
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Diffusers (Hugging Face)
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GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI
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GitHub - pytorch/pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration
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GitHub - tensorflow/tensorflow: An Open Source Machine Learning Framework for Everyone
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GitHub - scikit-learn/scikit-learn: scikit-learn: machine learning in Python
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GitHub - keras-team/keras: Deep Learning for humans
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GitHub - Hannibal046/Awesome-LLM: Awesome-LLM: a curated list of Large Language Model
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GitHub - ggml-org/llama.cpp: LLM inference in C/C++
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Hugging Face Transformers
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Awesome AI Tools (mahseema)
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LLM Inference in Production
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Software Development (35)
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Cline
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Roo Code
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Bolt.new
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Google AI Studio
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Introducing Claude 3.5 Sonnet Anthropic
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GitHub Copilot
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Tabnine
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GitHub - THUDM/CodeGeeX: CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
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Cody | AI coding assistant from Sourcegraph
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Snyk Code | SAST Code Scanning Tool | Code Security Analysis & Fixes | Snyk
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Qodo (formerly CodiumAI)
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GitHub - pytorch/pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration
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GitHub - tensorflow/tensorflow: An Open Source Machine Learning Framework for Everyone
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GitHub - scikit-learn/scikit-learn: scikit-learn: machine learning in Python
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GitHub - keras-team/keras: Deep Learning for humans
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GitHub - ggml-org/llama.cpp: LLM inference in C/C++
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Hugging Face Transformers
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GitHub - All-Hands-AI/OpenHands: 🙌 OpenHands: Code Less, Make More
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Plandex
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GitHub - Aider-AI/aider: aider is AI pair programming in your terminal
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CodeT5
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GitHub - github/codeql: CodeQL: the libraries and queries that power security researchers around the world, as well as code scanning in GitHub Advanced Security
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Infer Static Analyzer | Infer | Infer
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GitHub - eslint/eslint: Find and fix problems in your JavaScript code.
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Sonar analyze code quality and coverage
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Selenium
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Redirecting
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Testing Frameworks for Javascript | Write, Run, Debug | Cypress
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Robot Framework
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Apache JMeter - Apache JMeter™
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JUnit 5
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GitHub - mahseema/awesome-ai-tools: A curated list of Artificial Intelligence Top Tools
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CodeGPT
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SWE-bench
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BytePlus ModelArk
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AI by Field & Application (34)
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Blue River Technology (John Deere)
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Naïo Technologies
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Arable
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CropX
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Asana
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Monday.com
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ClickUp
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Microsoft Project
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Wrike
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Kuehne + Nagel
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Maersk
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CMA CGM
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Sinay
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Duolingo
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Absorb LMS
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MagicSchool.ai
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Google for Education (Gemini Education)
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Synthesia
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Runway ML
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Descript
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DeepBrain AI
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FlexClip
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Boston Dynamics
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SoftBank Robotics
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NVIDIA Robotics
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Intuitive Surgical
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Fetch Robotics (Zebra Technologies)
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CattleEye
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PMI Infinity
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MSC AI Solutions
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Eduaide.Ai
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Intellias AgTech
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Orca AI
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AgriBot
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AI Pioneers & Contributors (55)
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Gerganov - ggml-org/llama.cpp: LLM inference in C/C++
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Justine Tunney
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Fabrice Bellard
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Andrej Karpathy
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Georgi Gerganov (llama.cpp)
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Justine Tunney
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Ilya Sutskever
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Yann LeCun
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Fei-Fei Li
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Yoshua Bengio
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Andrew Ng
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Jensen Huang
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Ian Goodfellow
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Ruslan Salakhutdinov
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Clément Delangue
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Julien Chaumond
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Thomas Wolf
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Song Han
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Liang Wenfeng
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Daniel Han (Unsloth)
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Michael Han (Unsloth)
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Jan Oberhauser (n8n)
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Jonathan Ho
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Alex Krizhevsky
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Patrick Lewis
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Aravind Srinivas co-founded Perplexity AI, an AI-powered search engine that provides direct, verifiable answers to questions by leveraging large language models and web retrieval.
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Prof. Raj Reddy
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Kai-Fu Lee
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Zhi-Hua Zhou
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Jianfeng Gao
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Aakanksha Chowdhery
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Niki Parmar
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Anima Anandkumar
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