Llama Cookbook

A collection of Llama recipes, hosted on GitHub for you to discover and build upon.

All recipes

Llama API, Intro

Explore Llama 4 Maverick in Llama API

Getting started with Llama API using all available features.

Learn more

Llama API, Use cases

WhatsApp x Llama4 Bot: Intelligent Multi-Modal Interaction

Create an intelligent WhatsApp bot capable of handling text, image, and audio interactions.

Learn more

Llama 4, Long Context, Intro

Build with Llama 4 Scout

101-level guidance for using the Llama 4 Scout model

Learn more

Long Context, Summarization

Character Mindmap From a Book

Upload an entire book and visualize character relationships with Llama 4 Maverick's 1M token context window

Learn more

Multilingual, Summarization, Mobile

Multilingual Mobile Transcripts on Android

Capture text from a screenshot--translate and summarize it in multiple languages

Learn more

Llama Protections, Llama Guard, Prompt Guard, Code Shield, Intro, LG3

Llama Protections

Tools and models to improve LLM safety.

Learn more

Use cases

PDF-to-Podcast (NotebookLlama)

Create a dramatic podcast from a PDF

Learn more

Agents

Tool calling with Llama

101- and 201-level tutorials for tool calling and agentic workflows.

Learn more

Use cases

Build a Github triaging agent with Llama

Analyze, generate insights, and create a report for a better understanding of the state of a repository.

Learn more

Use cases, Coding

Text2SQL: natural language to SQL interface

A set of scripts to convert natural language queries into SQL statements using Llama.

Learn more

Chatbots, RAG

Building customer service chatbots with Llama

Build an AI-powered chatbots on Messenger, Whatsapp or Gradio.

Learn more

Fine-tuning, RAG, chatbots

Fine-tune a RAFT chatbot with Llama

A tutorial that combines fine-tuning with RAG to better utilize custom domain text data.

Learn more

Inference, Third-party

Deploy Llama on vLLM

Spin up an efficient model server to host Llama.

Learn more

RAG, Agents, Third-party

Agentic workflows with Llama and LangGraph

A set of notebooks to build agents with Llama and LangGraph.

Learn more

Fine-tuning, Multilingual, Community

Extend Llama to new languages

End-to-end framework for adding a new language to the Llama collection of models.

Learn more

Third-party

Third-Party integrations with Llama

Explore codebooks to use Llama with LLM platforms and tooling.

Learn more

Stay up-to-date

Our latest updates delivered to your inbox

Subscribe to our newsletter to keep up with the latest Llama updates, releases and more.