All guides
Community-curated setup guides for modern tech stacks.
AI-powered Kubernetes cluster scanner that diagnoses issues and provides actionable insights by combining SRE expertise with AI enrichment.
Get started with Hugging Face Transformers, the leading library for state-of-the-art machine learning models in PyTorch, TensorFlow, and JAX. Learn installation, configuration, and practical use cases for NLP, vision, audio, and multimodal tasks.
Official comprehensive guide for LLaMA model inference, fine-tuning, RAG, and end-to-end use cases. Includes examples for domain adaptation and LLM applications.
ComfyUI - Node-Based AI Creation Engine
IntermediateComfyUI is a modular node-based GUI for Stable Diffusion and other AI models, providing complete control over image, video, audio, and 3D generation workflows.
Framework for fine-tuning LLMs with synthetic data using the LAB (Large-Scale Alignment for ChatBots) method. Now refactored into SDG Hub and Training Hub components.
Redis - In-Memory Data Store
BeginnerInstall and configure Redis, the fastest in-memory data store for caching, real-time analytics, session management, and AI workloads — covering installation, configuration, data types, and common use cases.
Deploy RAGFlow, a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs.
Open WebUI - Self-hosted AI interface platform
IntermediateDeploy Open WebUI, the extensible self-hosted AI platform supporting Ollama, OpenAI API, RAG, voice/video calls, and multi-tenancy.
Mem0: Universal Memory Layer for AI Agents
IntermediateOpen-source intelligent memory layer that gives AI agents persistent, personalized memory capabilities with multi-level context retention, semantic retrieval, and support for 20+ vector databases.
Hire, schedule, and report on your entire AI agent team with 7x24 operations. A comprehensive framework for agent collaboration, memory, and scheduling.
Dify: Production-ready agentic workflow platform
IntermediateBuild, deploy, and manage AI-powered agents and workflows with visual interface, RAG pipeline, comprehensive model support, and LLMOps capabilities.
Set up Project N.O.M.A.D. (Node for Offline Media, Archives, and Data) - a self-contained offline-first knowledge and education server with AI, Wikipedia, maps, and more.
ImageToolbox: Powerful Android Image Editor
IntermediateSet up ImageToolbox, an open-source Android application with 361K+ lines of code offering over 310 filters, AI-powered tools, batch processing, and professional image manipulation capabilities.
A lightweight, offline-capable AI tool for automatic ID photo generation with portrait matting, background replacement, and layout photo creation.
A powerful tool that packs entire repositories into single, AI-optimized files for feeding to Large Language Models.
Build and deploy internal tools, dashboards, business applications, workflows and AI agents with a visual drag-and-drop interface, 50+ data source integrations, and self-hosted deployment options.
Automatically expose FastAPI endpoints as MCP (Model Context Protocol) tools for AI agents.
ShellGPT - AI-powered CLI productivity tool
IntermediateA command-line productivity tool powered by AI LLMs for shell commands, code generation, and documentation.
n8n Self-Hosted AI Starter Kit
IntermediateOpen-source Docker Compose template that rapidly sets up local AI infrastructure with n8n workflows, Ollama LLMs, and Qdrant vector database.
Comprehensive platform for LLM project management, evaluation, tracing, and monitoring with support for agents, RAG applications, and multi-model AI systems.
Generate optimized prompts for any AI tool using Claude skills. Zero wasted tokens, full context retention, works with 20+ AI tools.
Onlook: Visual-first code editor for Next.js
IntermediateBuild and design Next.js + TailwindCSS websites visually with AI. Edit directly in the browser DOM with Figma-like UI, real-time code sync, and AI-powered development.
Enable AI agents to autonomously execute 150+ cybersecurity tools for penetration testing, vulnerability discovery, and security research via Model Context Protocol.
Open-source infrastructure for running AI-generated code in secure isolated cloud sandboxes, enabling safe execution of LLM outputs for enterprise-grade AI agents.
Code2Prompt: Convert codebases into LLM prompts
IntermediateCLI tool to convert your entire codebase into a single formatted LLM prompt with source tree, templating, and token counting.
Comprehensive curated list documenting tools, projects, and resources built with the LangChain framework for building LLM-powered applications.
A comprehensive guide to discovering, installing, and using Claude Skills from the community-curated awesome-claude-skills repository for customizing Claude AI workflows.
AI-based tool for removing hardcoded subtitles and text watermarks from videos and images using advanced inpainting models. Local processing without third-party APIs.
Set up Blinko, an open-source AI-powered personal note taking tool with RAG-based search, privacy-first architecture, and multi-platform support.
Bridge that connects AI assistants like Claude, Cursor, and VSCode to Unity Editor via Model Context Protocol for AI-driven game development.
Create animated short dramas from novels and scripts using AI. Integrated scriptwriting, storyboarding, character generation, and video creation in a cross-platform desktop application.
A comprehensive collection of production-tested AI infrastructure tools for AGI development, including GPU kernels, distributed systems, parallel file systems, and MoE training components.
AI coding agent for terminal with IDE-wired capabilities including hash-anchored edits, LSP, Python, browser tools, subagents, and multi-provider support.
LangFlow: AI workflow orchestration platform
IntermediateBuild and deploy AI-powered agents and workflows with visual interface, MCP server support, and API deployment.
Build and run Everywhere, the AI-powered desktop assistant that provides context-aware support with screen awareness, system command execution, and intelligent automation.
Deploy a full-stack observability platform with eBPF-based automatic data collection, AI root cause analysis, distributed tracing, and zero-instrumentation monitoring for Kubernetes and Docker environments.
Composio: AI toolkit orchestration platform
IntermediatePower 1000+ toolkits, tool search, context management, authentication, and sandboxed workbench for building AI agents that turn intent into action.
Chat2DB: AI-driven database tool and SQL client
IntermediateAI-powered database management tool supporting MySQL, PostgreSQL, Oracle, SQL Server, SQLite, MongoDB, Redis and more with intelligent SQL generation and reporting.