All guides
Community-curated setup guides for modern tech stacks.
Official comprehensive guide for LLaMA model inference, fine-tuning, RAG, and end-to-end use cases. Includes examples for domain adaptation and LLM applications.
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.
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.
A powerful tool that packs entire repositories into single, AI-optimized files for feeding to Large Language Models.
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.
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.
Create animated short dramas from novels and scripts using AI. Integrated scriptwriting, storyboarding, character generation, and video creation in a cross-platform desktop application.