All Learning Paths
advanced8 itemsFree

Open Source AI Stack — Run GPT-Level AI for $0

Build a complete AI stack without paying for API keys. This path covers local model runners, open-source frontends, RAG pipelines, and the controversy around open-source AI benchmarks — everything you need to self-host.

1
Course
Open Source AI Models Explained

Complete course on understanding and using open-source AI models

2
Repo
Ollama

Run LLMs locally with one command — the easiest on-ramp

3
Repo
llama.cpp

High-performance C++ inference for LLMs on consumer hardware

4
Repo
Open WebUI

Self-hosted ChatGPT-style frontend for local models

5
Repo
Open R1

Open-source reasoning model reproducing DeepSeek R1

6
Repo
RAGFlow

Open-source RAG engine for document understanding

7
Tool
LocallyAI

Desktop app for running AI models locally without setup

8
Article
Llama 4: Meta's Benchmark Controversy

The open-source benchmark debate and what it means for model trust

Explore More

All CoursesAll Learning PathsAI ArticlesAI ToolsRepos & MCP Servers

Weekly AI Digest