# open-source AI

Ollama Tutorial: The Simplest Way to Run DeepSeek and Other LLMs Locally

Complete guide to deploying LLMs locally with Ollama. Supports DeepSeek, Qwen, Kimi-K2.5 and more. Learn how this 170K-Star open-source tool enables one-click setup, offline inference, and ecosystem integration.

The Complete Guide to AnythingLLM: A Privacy-First AI Productivity Tool for Local Deployment

The Complete Guide to AnythingLLM: A Privacy-First AI Productivity Tool for Local Deployment

Deep dive into AnythingLLM, a privacy-first open-source AI tool for local deployment. Covers RAG document chat, multi-model support, AI Agents, and more — zero config, nearly 60K GitHub Stars.

awesome-LLM-resources: Deep Dive into a GitHub 8000+ Star LLM Resource Collection

awesome-LLM-resources: Deep Dive into a GitHub 8000+ Star LLM Resource Collection

Deep dive into GitHub's 8000+ star project awesome-LLM-resources, covering AI Agents, model training, MCP protocol, multimodal generation and more across 10 core LLM directions.

OpenMemory: Local Persistent Memory Storage for Shared Context Across AI Tools

OpenMemory: Local Persistent Memory Storage for Shared Context Across AI Tools

OpenMemory is an open-source local memory storage solution providing a unified memory layer for Claude Desktop, GitHub Copilot, and other LLM apps, enabling shared context while ensuring data privacy.

Simon Willison Used Claude Code on His Phone to Add Wildlife Sightings to His Blog

Simon Willison Used Claude Code on His Phone to Add Wildlife Sightings to His Blog

Simon Willison used Claude Code's web version on his phone to integrate a decade of iNaturalist wildlife observations into his blog, showcasing AI-assisted mobile development.

Is GPT-5.5 Instant Real? Exposing Fake AI Project Scams on GitHub

Is GPT-5.5 Instant Real? Exposing Fake AI Project Scams on GitHub

A fake GitHub repo claims "GPT-5.5 Instant officially released" with a China direct-access guide. Learn why it's a scam and how to spot fake AI projects.

Is GPT-5.3 Real? Exposing the Fake AI Repository Scam on GitHub

Is GPT-5.3 Real? Exposing the Fake AI Repository Scam on GitHub

A fake "GPT-5.3 Instant" repository appeared on GitHub with no connection to OpenAI. This article analyzes the red flags, exposes common fake AI repo scams, and offers practical tips to spot AI misinformation.

GitHub 8,200-Star LLM Resource Hub: Covering the Full Pipeline from Training to Inference to Agents

GitHub 8,200-Star LLM Resource Hub: Covering the Full Pipeline from Training to Inference to Agents

Deep dive into the 8,200-star awesome-LLM-resources GitHub project covering the full LLM lifecycle: data processing, training, inference, Agents, multimodal, and more.

mcproc: A Deep Dive into the MCP-Based AI Agent Process Management Server

mcproc: A Deep Dive into the MCP-Based AI Agent Process Management Server

mcproc is a Rust-based MCP server that gives AI agents background process management capabilities. This article covers its architecture, use cases, and value in the AI toolchain ecosystem.

The Vibe Coding Era: Why We Need RSS to Distribute Personal AI Apps

Expert Opinions

The Vibe Coding Era: Why We Need RSS to Distribute Personal AI Apps

As vibe coding makes app development as frequent as blogging, we need lightweight mechanisms like RSS to discover and share personal AI tools. Exploring the future infrastructure of AI app distribution.

Hugging Face Transformers: Deep Dive & Practical Guide to the 160K-Star AI Model Framework

Tutorials

May 7, 2026·4 min

Hugging Face Transformers: Deep Dive & Practical Guide to the 160K-Star AI Model Framework

Deep dive into Hugging Face Transformers: core features, multi-framework support, 500K+ pretrained models, full-modality task coverage, and hands-on code examples to build AI apps efficiently.

Unsloth: The Open-Source Tool for Fine-Tuning LLMs on a Single GPU with 70% Less VRAM

Unsloth: The Open-Source Tool for Fine-Tuning LLMs on a Single GPU with 70% Less VRAM

Unsloth is an open-source LLM fine-tuning tool with 63K+ GitHub stars. Fine-tune Gemma 4, Qwen 3, DeepSeek on a single RTX 3090 with 70% less VRAM, 2-5x faster training, and an intuitive Web UI.

LLM 0.32a0 Released: Message Sequences and Typed Streaming Refactor Explained

LLM 0.32a0 Released: Message Sequences and Typed Streaming Refactor Explained

Simon Willison releases LLM 0.32a0 alpha with message sequence modeling and typed streaming parts, supporting multimodal output and conversation history injection while maintaining backward compatibility.

Codex CLI /goal Command Explained: AI Coding Agent Loops Automatically Until the Goal Is Done

Codex CLI /goal Command Explained: AI Coding Agent Loops Automatically Until the Goal Is Done

Deep dive into Codex CLI 0.128.0's new /goal command: how prompt templates drive autonomous agent loops, token budget controls, and AI coding agents that work until the goal is done.

Zig Creator on AI Code Ban: You Can Smoke, But Not in My House

Expert Opinions

Zig Creator on AI Code Ban: You Can Smoke, But Not in My House

Zig creator Andrew Kelley uses a smoking analogy to address the AI code ban controversy: developers can use AI tools, but Zig's codebase won't accept LLM-assisted contributions.

Building an iNaturalist Observation Tool Entirely on a Phone with Claude Code

Building an iNaturalist Observation Tool Entirely on a Phone with Claude Code

Simon Willison built an iNaturalist observation display tool entirely on his phone with Claude Code while camping, using Git Scraping + GitHub Actions for a zero-cost serverless architecture.

The Vibe Coding Era: Why We Need RSS to Share Personal Micro-Apps

Expert Opinions

The Vibe Coding Era: Why We Need RSS to Share Personal Micro-Apps

AI coding makes building micro-apps as easy as blogging, but how do we share them? Matt Webb proposes RSS for distributing vibe coding output, and Simon Willison has already put it into practice.

Cyrus Open Source Project: A Self-Hosted Claude Code Background Programming Agent

Cyrus Open Source Project: A Self-Hosted Claude Code Background Programming Agent

Cyrus is an open-source AI programming agent supporting self-hosted deployment, integrating Linear, Slack, GitHub, and multiple AI models like Claude, Codex, and Gemini for secure automated coding workflows.

Safari MCP: The Most Resource-Efficient AI Browser Automation Solution on Mac