u/External_Ad_11

Evret is an open source framework for developers building and evaluating search, RAG, and recommendation systems.

It helps you evaluate retrieval quality with simple, practical metrics: Hit Rate, Recall, MRR, nDCG, Precision, and Average Precision
You can connect your app with common vector search engines like Qdrant, Milvus, Weaviate, and Chroma, along with frameworks such as LangChain and LlamaIndex.
Check out the README and examples to get started.

Evret is now live for people building and evaluating search, RAG, and recommendation systems.

It helps you evaluate retrieval quality with simple, practical metrics: Hit Rate, Recall, MRR, nDCG, Precision, and Average Precision
You can connect your app with common vector databases like Qdrant, Milvus, Weaviate, and Chroma, along with frameworks such as LangChain and LlamaIndex.
Check out the README and examples to get started.