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Prompt Evaluation Framework

Testing suite for LLM prompts with multi-model evaluation (GPT-4, Claude), A/B testing with statistical significance, cost optimization, and version control for prompts.

OpenAI API
Anthropic API
Click
DuckDB
Plotly
Jinja2

Overview

Comprehensive framework for systematic evaluation and optimization of LLM prompts.

Architecture

  • Multi-model evaluation (GPT-4, Claude)
  • A/B testing with statistical significance
  • Cost tracking and budget limits
  • Prompt version control and history
  • Interactive HTML report generation

Key Features

  • Cross-model prompt comparison
  • Statistical significance testing
  • Cost optimization with budget controls
  • Version-controlled prompt iterations