Ollama API Introduction

Category

Local AI tooling

Provider

Ollama

Type

docs

Level

Build

Topic

Local AI / LLM Engineering / RAG

Track

Local AI / LLM Engineering / RAG

Section

Learning path

Format

API / docs

Status

publishable

Commercial

link-only

Featured

no

Fast start

no

Sequence

nan

Priority

A

Primary source

mega_open_hub

Sources

mega_open_hub

ID

b4b2222bcc0d4ae1

Ollama Docs

Ollama

Official documentation for running and integrating local models with a simple developer workflow.

Ollama

Ollama

Fastest path to running modern local models on a workstation.

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.

Open WebUI Quick Start

Open WebUI

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

TRL documentation

Hugging Face

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

Qdrant Quickstart

Qdrant

Quick path to a working semantic search stack with the Qdrant API and local deployment.

LlamaIndex RAG Guide

LlamaIndex

Conceptual and practical entry point for ingestion, indexing, and retrieval-augmented generation workflows.

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.

Weaviate documentation

Weaviate

Useful for hybrid search, generative integrations, and production vector workflows.