📄️ Prompt Studio: Introduction
Current Intelligent Document Processing or IDP system are based on classical machine learning and NLP technology and have several, very limiting disadvantages:
📄️ What is Prompt Studio?
Prompt Studio is a purpose-built prompt engineering environment for document data extraction. It has two primary functions:
📄️ Document Data Extraction
Prompt Studio's primary reason for existence is so that you can develop the necessary prompts for document data extraction. It is a purpose-built environment that makes this very easy for you. The document sample, its variants, the prompts you are developing, outputs from different LLMs, the schema you're developing, costing details of the extraction and various tools that let you measure the effectiveness of your prompts are just a click away and easily accessible. Prompt Studio is designed for effective and high speed development and iteration of prompts for document data extraction.
📄️ Create new Prompt Studio project
📄️ Setting up LLM profiles
📄️ Adding and managing sample documents
📄️ Creating and managing prompts
📄️ The Preamble and Postamble
📄️ Managing Grammar
📄️ Prompt Coverage
📄️ Combined Output
📄️ Output Analyzer
📄️ Examining chunks used
📄️ Debugging LLM input and output
📄️ Export Prompt Studio project
Like as discussed earlier, Prompt Studio is not where you extract data. You use Prompt Studio to develop generic prompts that can extract data from the various variants that you might have for a given document type. Also, you use Prompt Studio to define the schema for the document extraction.