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Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

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As per #1915 Args will not contain the `self` argument, it is bound to func in `__self__` so there is no need to try and strip it.

size:S

- [x] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** When using ragas to evaluate answer relevancy metric, all generated questions are...

bug
module-metrics

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question.

question

[V] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** I have compared the descriptions of metrics in the documentation for Ragas...

question
module-metrics

For RAG test datasets with explicit Reference Context IDs (e.g., (https://huggingface.co/datasets/enelpol/rag-mini-bioasq)), direct comparison using the Reference Context IDs from the test dataset itself ensures clarity and accuracy.

size:L

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. I am using llama index with azure open ai to evaluate When I...

bug
question
module-metrics

[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** When I use the evaluation function, the timeoutError is frequently displayed, and...

bug
module-metrics

according to the document https://docs.ragas.io/en/stable/howtos/customizations/testgenerator/_language_adaptation/ ```python import asyncio from llama_index.core import SimpleDirectoryReader from llama_index.embeddings.ollama import OllamaEmbedding from llama_index.llms.openai_like import OpenAILike from ragas.embeddings import LlamaIndexEmbeddingsWrapper from ragas.llms import LlamaIndexLLMWrapper from ragas.testset...

bug
question
module-testsetgen