Ollama

Category

Local AI / LLM Engineering / RAG

Provider

Ollama

Type

docs

Level

Zero

Topic

Local AI / LLM Engineering / RAG

Track

Local AI / LLM Engineering / RAG

Section

Learning path

Format

Software / docs

Status

publishable

Commercial

link-only

Featured

yes

Fast start

yes

Sequence

1.0

Priority

Fast

Primary source

direct_links_master

Sources

direct_links_master, mega_open_hub

ID

07501b4a61c67820

Ollama Docs

Ollama

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

Ollama API Introduction

Ollama

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

Open WebUI

Open WebUI

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

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.

Haystack

deepset

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

Weaviate documentation

Weaviate

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

TRL documentation

Hugging Face

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

LlamaIndex

LlamaIndex

Good for document parsing, indexing, query flows, and agentic retrieval 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.

MIT OpenCourseWare

MIT

Excellent lecture notes, exams, and videos across advanced technical topics.

LlamaIndex RAG Guide

LlamaIndex

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