Ollama Docs

Category

Local AI tooling

Provider

Ollama

Type

docs

Level

Foundation

Topic

Local AI / LLM Engineering / RAG

Track

Local AI / LLM Engineering / RAG

Section

Learning path

Format

Documentation

Status

publishable

Commercial

link-only

Featured

yes

Fast start

no

Sequence

nan

Priority

A

Primary source

mega_open_hub

Sources

mega_open_hub

ID

183f5fccfd8d856d

Ollama

Ollama

Fastest path to running modern local models on a workstation.

Ollama API Introduction

Ollama

API docs for integrating local generation into apps, automations, and RAG pipelines.

Open WebUI Docs

Open WebUI

Offline-first self-hosted AI interface that works well as a local front-end for models and knowledge tools.

Haystack

deepset

Solid framework for retrieval pipelines, agents, evaluation, and production patterns.

Haystack Intro

deepset

Open-source framework for search, RAG, and agentic pipelines with a strong retrieval focus.

TRL documentation

Hugging Face

Useful for supervised fine-tuning, preference tuning, and training experiments.

Open WebUI Quick Start

Open WebUI

Fastest path to standing up Open WebUI with Docker for a self-hosted local AI stack.

OpenML Docs

OpenML

Open ecosystem for datasets, tasks, models, and runs that helps standardize ML benchmarking.

vLLM OpenAI-Compatible Server

vLLM

High-throughput server for serving open models behind an OpenAI-compatible API.

Qdrant documentation

Qdrant

Simple, strong choice for local and hybrid vector search systems.

PEFT documentation

Hugging Face

Core for LoRA and efficient adaptation on local or limited hardware.

Open WebUI

Open WebUI

Gives you an offline-friendly interface for local models, documents, and workflows.