Welcome to the Prompt Analyzer Documentation

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Prompt Analyzer is a cutting-edge tool designed to analyze, sort, and optimize prompts for natural language processing (NLP) tasks. Built on a robust architecture, it combines advanced metrics like Semantic Vocabulary Richness, Relevance, and Lexical Density with an intuitive user interface powered by Streamlit.

Key Features

• Multimodal Support: Analyze and compare prompts in multiple ways.

• Advanced Metrics: Evaluate semantic and syntactic quality, relevance, and richness.

• Customizable Analysis: Flexible sorting and filtering options for tailored results.

• Powerful Backend: Leverages embeddings from SentenceTransformer models like all-mpnet-base-v2.

Audience

This documentation is designed for researchers, developers, and NLP enthusiasts looking to enhance their workflows using Prompt Analyzer.

Next Steps

Explore the following sections to get started:

• Installation: Learn how to set up Prompt Analyzer.

• User Guide: Step-by-step instructions for using the tool.

• Advanced Features: Dive into redundancy removal and hybrid relevance scoring.

Introduction

• Overview
• Highlights
• General Pipeline
  • Input Prompts
  • Semantic and Syntactic Analysis
  • Sorting and Scoring
  • Output

Implementation

• Overview
• Prompt Analyzer Implementation Details
  • Highlights
  • Prerequisites
  • Architecture Overview
  • Code Walkthrough
  • Usage
  • Technical Requirements

Interface

• Interactive Interface Features
• Interactive Interface Semantic Vocabulary Richness
• Interactive Interface Test Relevance