Haystack Intro

Category

RAG

Provider

deepset

Type

docs

Level

Build

Topic

Local AI / LLM Engineering / RAG

Track

Local AI / LLM Engineering / RAG

Section

Learning path

Format

Documentation

Status

publishable

Commercial

link-only

Featured

no

Fast start

no

Sequence

nan

Priority

A

Primary source

mega_open_hub

Sources

mega_open_hub

ID

5cb8e514cad6aa66

Haystack

deepset

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

Open WebUI Docs

Open WebUI

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

Ollama Docs

Ollama

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

Qdrant documentation

Qdrant

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

Ollama API Introduction

Ollama

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

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.

LlamaIndex RAG Guide

LlamaIndex

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

Weaviate documentation

Weaviate

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

Qdrant Quickstart

Qdrant

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

Ollama

Ollama

Fastest path to running modern local models on a workstation.

vLLM OpenAI-Compatible Server

vLLM

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