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38015ffa7c
Refine and improve the language clarity and quality across all example pages in the documentation to ensure better understanding and readability. --------- Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
1.7 KiB
1.7 KiB
Evaluation: Assessing Text Performance with Precision 📊💡
Evaluation is a comprehensive tool designed to measure the performance of text-based inputs, enabling data-driven optimization and improvement 📈.
Text Evaluation 101 📚
Using robust framework for assessing reference and candidate texts across various metrics📊, ensure that the text outputs are high-quality and meet specific requirements and standards📝.
| Evaluation | Description | Links |
|---|---|---|
| Evaluating Prompts with Prompttools 🤖 | Compare, visualize & evaluate embedding functions (incl. OpenAI) across metrics like latency & custom evaluation 📈📊 |   |
| Evaluating RAG with RAGAs and GPT-4o 📊 | Evaluate RAG pipelines with cutting-edge metrics and tools, integrate with CI/CD for continuous performance checks, and generate responses with GPT-4o 🤖📈 | |