Llama Cookbook and Tools
Llama Cookbook and Tools
A collection of Llama recipes, hosted on GitHub for you to discover and build upon.
Featured recipes & tools
Use cases, Multimodal, RAG
DocumentLens: Extract multimodal data from documents using Llama
Build a tool to streamline the extraction of text, tables, images, charts into JSON, SQL/vector databases and Excel spreadsheetsTools
Prompt Ops Tool
Automates prompt migration to Llama models, cutting optimization from days to hours and boosting performance up to 20% for production use cases.Tools
Synthetic Data Tool
A simple customizable CLI to generate and augment datasets for LLM fine-tuning, with support for RL, CoT reasoning and summary dataset generation.All Llama recipes & tools
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Building with coding assistant
In this blog post, we explore how to build Llama applications using coding assistantsSynthetic Data Tool
A simple customizable CLI to generate and augment datasets for LLM fine-tuning, with support for RL, CoT reasoning and summary dataset generation.Prompt Ops Tool
Automates prompt migration to Llama models, cutting optimization from days to hours and boosting performance up to 20% for production use cases.DocumentLens: Extract multimodal data from documents using Llama
Build a tool to streamline the extraction of text, tables, images, charts into JSON, SQL/vector databases and Excel spreadsheetsTechnical Blog Generator with Llama
A tutorial using Llama 4 to generate accurate and relevant technical blog posts from your existing documentation.Build an Automatic Issues Triaging System with Llama
Analyze, generate insights, and create a report for a better understanding of the state of a repository.Build a Text2SQL Use Case with Llama 3
A set of scripts to convert natural language queries into SQL statements using Llama.Tool Calling with Llama: Enhancing AI Capabilities
101- and 201-level tutorials for tool calling and agentic workflows.Extend Llama to a New Language: A Technical Guide
Llama is a powerful language model that has shown impressive results in various natural-language processing tasks.Building a Notebook Llama: A Step-by-Step Guide
In this technical blog, we explore how to build a Notebook Llama, a multi-step workflow that converts PDFs to podcasts using various Llama models.Build an Email Agent with Llama 3
In this blog post, we explore how to build an email agent powered by Llama 3.1 8B running locally via Ollama.Build Multimodal RAG using Llama 3.2 11B
This blog explores how to build a multimodal RAG system using Llama-3.2-11B-Vision, which combines the strengths of both text and image modalities.View more
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