Llama cookbook and tools

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 spreadsheets
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Tools
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.
Open in GitHub

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.
Open in GitHub

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llama-cookbook
Getting Started with PDO (Prompt Duel Optimizer) with prompt-ops
Discover how our next-generation prompt-optimization methods unlock new performance levels in Llama applications.
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Coding
Building with coding assistant
In this blog post, we explore how to build Llama applications using coding assistants
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Integrations, RAG
Technical Blog Generator with Llama
A tutorial using Llama 4 to generate accurate and relevant technical blog posts from your existing documentation.
Open in GitHub

Use cases
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.
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Use cases, Coding
Build a Text2SQL Use Case with Llama 3
A set of scripts to convert natural language queries into SQL statements using Llama.
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Agents, Integrations, Tool calling
Tool Calling with Llama: Enhancing AI Capabilities
101- and 201-level tutorials for tool calling and agentic workflows.
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