Testing & evaluation library for LLM applications, in particular RAGs

A framework for few-shot evaluation of language models.

a framework that helps you evaluate your Retrieval Augmented Generation (RAG) pipelines.

A reliable click-and-go evaluation suite compatible with both open-source and proprietary models, supporting MixEval and other benchmarks.

a unified platform from LangChain framework for: evaluation, collaboration HITL (Human In The Loop), logging and monitoring LLM applications.

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.