Lift

Lift is an AI model developed by Datalab designed for schema-constrained local structured data extraction. It specializes in converting unstructured documents, specifically PDFs and images, into structured formats like json.

Key Features

• Schema-Constrained Extraction: Enforces specific data structures during extraction to ensure consistency.
• Local Execution: Runs locally, preserving data privacy and reducing latency.
• Multilingual Support: Tested and validated across 10 different languages.
• Input Versatility: Handles both PDF documents and image-based inputs.

Context & Sources

• Detailed analysis and testing results are documented in Lift: Datalab’s AI for Schema-Constrained Local Structured Data Extraction.
• Source video: Lift: Datalab’s AI for Schema-Constrained Local Structured Data Extraction by Fahd Mirza.