Open Source AI Tools

Compare practical tools for local inference, model serving, retrieval, application frameworks, and developer workflows.

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Local inferenceMIT

Ollama

Beginner to intermediate · Local CLI and API server

Run open LLMs locally with a simple CLI, model library, and local API.

Local inferenceProprietary free tier

LM Studio

Beginner · Desktop app with local server mode

Desktop app for discovering, downloading, chatting with, and serving local LLMs.

Chat interfaceBSD-3-Clause

Open WebUI

Intermediate · Self-hosted web app

Self-hosted chat interface for Ollama and other model backends.

Private knowledge baseMIT

AnythingLLM

Beginner to intermediate · Desktop app or self-hosted workspace

Private AI workspace for documents, agents, and local or hosted model providers.

Image workflowsGPL-3.0

ComfyUI

Intermediate to advanced · Local node-based workflow app

Node-based interface for building advanced local image generation workflows.

AutomationFair-code / sustainable use

n8n

Intermediate · Cloud or self-hosted automation platform

Workflow automation platform for connecting AI tools, APIs, databases, and business systems.

AI app builderApache 2.0

Flowise

Beginner to intermediate · Self-hosted or cloud low-code builder

Low-code builder for LLM apps, agents, retrieval flows, and AI workflow prototypes.