Meta Global AI Developer Hackathon. $1M in prizes.Apply Now
September 18, 2025

Llama Best Practices: Unlock Rich Insights from Rich Documents

Transform complex documents into actionable insights with Llama. In this developer session from Connect 2025, learn how to leverage Llama and the DocumentLens recipe to unlock rich data from your PDFs, invoices, and reports.

What you'll learn:

•
How to overcome common challenges in processing large volumes of unstructured data.
•
Understanding "rich data" and its impact on downstream applications.
•
How DocumentLens transforms complex, nested information into structured formats like JSON, SQL, or Python datasets.
•
Best practices for using Llama for inferencing, including context, consistency, specificity, and reasoning.
•
Real-world examples of extracting and utilizing data from research papers.
•
How to export structured data to various formats like Excel, SQL databases, and vector indexes.

Ready to streamline your document processing workflows?

Download Llama

Explore more

Educational
How to fine-tune Llama models for structured extraction of data from imagesLearn how to customize Llama for your use case.Watch now
Educational
How to build your own multi-modal WhatsApp chatbot with Llama 4Build an intelligent chatbot for your business on WhatsApp.Watch now
Educational
How to fine-tune Llama models for structured extraction of data from imagesLearn how to customize Llama for your use case.Watch now
Educational
How to build your own multi-modal WhatsApp chatbot with Llama 4Build an intelligent chatbot for your business on WhatsApp.Watch now
Educational
How to quickly generate technical blogs from your docs with Llama and RAGHarness Llama & RAG to automate technical blog writing. Generate accurate, well-structured posts from your existing documentation, saving time & effort.Watch now
Meta blue bg
Stay up-to-date

Our latest updates delivered to your inbox

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

Sign up
Meta
Products
Muse Code
Meta Model API
Meta AI Connectors
Muse Connectors
Models
Muse Wonder
Muse Spark 1.3
Muse Spark 1.2
Muse Spark 1.1
Muse Glimmer
Muse Image
Muse Voice Transcribe
SAM 3.1
Documentation
Meta Model API Docs
Muse Glimmer Docs
Llama Docs
Resources
Cookbook
Blog
Videos
Help Center
Contact Support
Community
Meta-Models Github
Llama GitHub
Hugging Face
Terms & policies
Terms of Service
Privacy Policy
Cookie Policy