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Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

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Hey! I have tried my hands on RAGAS with Watson LLM, the major issue I am facing is getting the warning: "Failed to parse output. Returning None." Continuously. Is there...

bug
question

Recently, I have noticed something similar to ragas, which is the [RagChecker](https://github.com/amazon-science/RAGChecker). It provides a new perspective to evaluate RAG pipelines which separately focuses on: - Relevant chunk - Irrelevant...

enhancement

Hi! I have a question regarding the generation of question sets for the Summarization Score metric. I am working on creating a high-quality summary and need reliable evaluation metrics to...

question

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** TestsetGenerator.from_langchain Generating failed, randomly stuck at 0% to 80% And I've...

bug
question
module-testsetgen

[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** the answer relevance metric, does not need context as input, it doesnt...

bug

[x] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** Hi, I'm trying to use this library for generating a synthetic dataset...

question

I have followed the steps of the "How-To-Guide" about Automatic Language Adaptation (https://docs.ragas.io/en/v0.1.9/howtos/applications/use_prompt_adaptation.html) and tried to modify the already implemented classes but I could not resolve my problem. **Describe the...

bug
module-metrics

**Describe the Feature** Can you could provide the human assessment data collected for bechmarking RAGAS metrics against human evaluations in your [paper](https://arxiv.org/pdf/2309.15217)? **Why is the feature important for you?** The...

enhancement
question

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. ** How do I specify the name of the model** An LLM is...

question

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** How can I integrate EvaluatorChain with an existing Runnable RAG chain?...

question