Ultimate Resources Hub
The best 100% free, open-source AI tools, frameworks, guides, databases, and UI assets curated for developers and creators. No paywalls, just pure value.
Local AI & Inference
Run LLMs and AI models locally with complete privacy and control.
Ollama
Get up and running with large language models locally.
LM Studio
Discover, download, and run local LLMs. Complete with an OpenAI compatible API.
GPT4All
A free-to-use, locally running, privacy-aware chatbot. No GPU required.
Llama.cpp
Port of Facebook's LLaMA model in C/C++ for efficient local inference.
VLLM
A high-throughput and memory-efficient LLM inference and serving engine.
Jan
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
LocalAI
Drop-in replacement REST API that's compatible with OpenAI API specifications.
ExLlamaV2
Fast inference library for running local LLMs on consumer GPUs.
Developer Tools & Coding Assistants
IDE extensions, coding agents, and tools to make developers extraordinarily productive.
Cursor
The AI Code Editor. Built to make you extraordinarily productive.
Continue.dev
The leading open-source AI code assistant for VS Code and JetBrains.
Cline
An autonomous coding agent right in your IDE, capable of creating and editing files.
Aider
Aider is AI pair programming in your terminal.
Tabby
Self-hosted AI coding assistant. An open-source and on-premises alternative to GitHub Copilot.
SWE-agent
Takes a GitHub issue and tries to automatically fix it using an LLM.
Chatbox
Open-source desktop client for multiple AI models, available on Windows, Mac, Linux.
Devika
Open-source AI software engineer that can understand high-level human instructions.
Frameworks & Orchestration
Libraries for building applications with LLMs through composability and multi-agent workflows.
LangChain
Building applications with LLMs through composability.
LlamaIndex
Data framework for your LLM applications. Ingest, structure, and access data.
Semantic Kernel
Integrate cutting-edge LLM technology quickly and easily into your apps.
CrewAI
Framework for orchestrating role-playing, autonomous AI agents.
AutoGen
A programming framework for agentic AI by Microsoft.
Haystack
Open source NLP framework to build production-ready LLM applications.
Guidance
A guidance language for controlling large language models.
DSPy
The framework for programming—not prompting—foundation models.
UI/UX, Assets & Frontend Resources
Open-source UI components, icon packs, and design systems for beautiful web apps.
Shadcn/ui
Beautifully designed components that you can copy and paste into your apps.
Aceternity UI
Copy and paste the most trending components and use them in your websites.
Magic UI
50+ free and open-source animated components built with React, Typescript, Tailwind CSS, and Framer Motion.
Lucide Icons
Beautiful & consistent icon toolkit made by the community.
Radix UI
Unstyled, accessible components for building high‑quality design systems.
Vercel v0
Generative UI system by Vercel. Build React components with text prompts.
Tremor
The React library to build dashboards fast.
Heroicons
Beautiful hand-crafted SVG icons, by the makers of Tailwind CSS.
Tailwind CSS
A utility-first CSS framework for rapidly building custom user interfaces.
Databases, Datasets & Vector Stores
Vector databases for RAG and open datasets for training machine learning models.
Chroma
The AI-native open-source embedding database.
Milvus
A cloud-native vector database, built for scalable similarity search.
Qdrant
Vector Database for the next generation of AI applications.
Weaviate
Open source, AI-native vector database.
Hugging Face Datasets
The largest open-source collection of ML datasets for NLP, Vision, and Audio.
Kaggle Datasets
Explore, analyze, and share quality data. Find the perfect dataset for your next ML project.
Open Assistant Datasets
Crowdsourced datasets for training AI assistants.
LAION
Large-scale open datasets for AI training (LAION-5B).
No-Code & Visual Builders
Drag-and-drop interfaces to build complex LLM flows without writing code.
Flowise
Drag & drop UI to build your customized LLM flow using LangchainJS.
Langflow
Langflow is a UI for LangChain, designed with react-flow.
n8n
Free and open fair-code licensed node based Workflow Automation Tool.
Activepieces
Your friendliest open source all-in-one automation tool.
Dify
An open-source LLM app development platform.
Audio, Video & Image Generation
Open-source models and GUIs for Stable Diffusion, Flux, Voice TTS, and Video.
ComfyUI
The most powerful and modular stable diffusion GUI and backend.
Stable Diffusion WebUI
A browser interface based on Gradio library for Stable Diffusion.
Fooocus
Image generating software with a focus on prompting and generating.
InvokeAI
A creative engine for Stable Diffusion models, empowering professionals.
Bark
Text-prompted generative audio model by Suno.
Coqui TTS
A deep learning toolkit for Text-to-Speech, battle-tested in research and production.
Whisper
Robust Speech Recognition via Large-Scale Weak Supervision.
Sadtalker
Learning 3D Motion Coefficients for Audio-driven Video Generation.
AI Productivity & Chat Interfaces
Self-hosted WebUIs, desktop apps, and offline chat clients for LLMs.
Open WebUI
An extensible, feature-rich, and user-friendly self-hosted WebUI for LLMs.
AnythingLLM
The all-in-one Desktop & Docker AI application with built-in RAG.
Lobe Chat
An open-source, modern-design LLMs/AI chat framework.
LibreChat
Enhanced ChatGPT clone: free, open source, and works with multiple providers.
Big-AGI
Personal AI application powered by GPT-4 and other LLMs.
Guides, Cheat Sheets & Learning
Curated roadmaps, free books, and engineering guides.
Prompt Engineering Guide
A comprehensive guide and repository for prompt engineering by DAIR.AI.
Developer Roadmap
Interactive roadmaps, guides and other educational content to help developers grow.
System Design Primer
Learn how to design large-scale systems. Prep for the system design interview.
The LLM University
Cohere's comprehensive curriculum for natural language processing.
Machine Learning Yearning
Free draft of Andrew Ng's book on structuring machine learning projects.
Deep Learning Specialization
Notes and resources for Andrew Ng's Deep Learning Specialization.