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Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Results 425 ragas issues
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[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** I am trying to use a local LLM in the evaluate function.,...

bug
stale

[X] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. I was exploring the possibility to create custom metrics. It seems that it is...

documentation
question
linear

[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** I’ve identified that the onnx package listed in the [src/experimental/poetry.lock](https://github.com/explodinggradients/ragas/blob/ee6ff5f3eb7540ef3fb35cfbc17bd3e1c1d0e7cb/src/experimental/poetry.lock#L598) file has...

bug

Hey everyone, amazing work on Ragas! Recently I've been working on [Swiftide](https://github.com/bosun-ai/swiftide), and I'm looking to integrate with an evaluation framework. Rust is great at performance, Python is king at...

[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** ValueError: a cannot be empty unless no samples are taken Ragas version:...

bug
module-testsetgen

I encountered an issue while evaluating a dataset using the ragas library with the Langchain LLM and Sentence Transformer embeddings. The process throws an exception during execution. **Steps to Reproduce:**...

bug
question
module-metrics

**Describe the bug** A clear and concise description of what the bug is. I tried using RAGAS with a model that is not OpenAI. In general whatever model I use...

bug

I am getting error "Failed to parse output. Returning None" on faithfulness metric for some inputs. This is inconsistent behavior as it is haphazard and sometimes works, sometimes doesn't for...

question
module-metrics

### GitHub Issue Title: Problem with `answer_relevancy` Metric in Ragas Framework ### Description: Hello, I am experiencing an issue with the Ragas evaluation framework when using the `answer_relevancy` metric. Other...

bug
module-metrics