LlamaParse

Overview

LlamaParse is LlamaIndex's advanced document parsing service that uses LLMs to extract and structure content from complex documents while preserving layout and relationships.

Key Features

LLM-Powered Parsing:

• Understands document structure
• Preserves tables and formatting
• Handles complex layouts
• Maintains semantic relationships

Format Support:

• PDF (including scanned)
• PowerPoint
• Word documents
• Images with OCR

Output:

• Structured markdown
• Preserved tables
• Image references
• Metadata extraction

Advantages

• Better than traditional OCR
• Maintains document structure
• Handles complex formatting
• Optimized for RAG

Use Cases

• Enterprise document processing
• Research paper parsing
• Financial document analysis
• Technical documentation

Pricing

Free tier + usage-based pricing

Availability

API service from LlamaIndex