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Evaluation: Assessing Text Performance with Precision ๐Ÿ“Š๐Ÿ’ก

Evaluation is a comprehensive tool designed to measure the performance of text-based inputs, enabling data-driven optimization and improvement ๐Ÿ“ˆ.

Text Evaluation 101 ๐Ÿ“š

Using robust framework for assessing reference and candidate texts across various metrics๐Ÿ“Š, ensure that the text outputs are high-quality and meet specific requirements and standards๐Ÿ“.

Evaluation Description Links
Evaluating Prompts with Prompttools ๐Ÿค– Compare, visualize & evaluate embedding functions (incl. OpenAI) across metrics like latency & custom evaluation ๐Ÿ“ˆ๐Ÿ“Š Github
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Evaluating RAG with RAGAs and GPT-4o ๐Ÿ“Š Evaluate RAG pipelines with cutting-edge metrics and tools, integrate with CI/CD for continuous performance checks, and generate responses with GPT-4o ๐Ÿค–๐Ÿ“ˆ Github
Open In Collab