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Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

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Hi, at first, I want to say thanks this wonderful work. Actually, I want save the reason of evaluation. I mean, line 69 to line 106 at https://github.com/explodinggradients/ragas/blob/main/src/ragas/metrics/_answer_correctness.py Actually, it...

enhancement
module-metrics
linear

I am getting an “Failed to parse output. Returning None” error. I I have tried llama3 and mistral8x7b. I believe both models should be able to generate json like outputs....

bug
linear

- [X] Test generation from blogs - [X] resolve errors associated with headlines splitter - [X] Implement hierarchical splitter - [X] Experiment with persona wise generation - [ ] Add...

bug
module-testsetgen

- [X] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** When i try automatic language adaptation for a faithfulness metric, i get...

bug
linear

From [SyncLinear.com](https://synclinear.com) | [R-286](https://linear.app/exploding-gradients/issue/R-286/release-prompt-object-as-experimental)

enhancement

Solves: - #1185 - Took inspiration from RAGChecker from AWS Noise sensitivity [noise sensitivity](https://github.com/amazon-science/RAGChecker/tree/main/ragchecker) metrics. - Have tested it locally, it is working giving the results. ### Input ```python from...

size:L

[x] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** Running `generate_with_langchain_docs` gets stuck, showing: ``` Filename and doc_id are the same for...

bug

![image](https://uploads.linear.app/0a832749-6bfc-40ec-ae6f-821fa8081d92/b03fef57-cff5-4cb6-a839-b70fec68562f/8d292dcc-3f04-4f14-8d12-2b743282b435?signature=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJwYXRoIjoiLzBhODMyNzQ5LTZiZmMtNDBlYy1hZTZmLTgyMWZhODA4MWQ5Mi9iMDNmZWY1Ny1jZmY1LTRjYjYtYTgzOS1iNzBmZWM2ODU2MmYvOGQyOTJkY2MtM2YwNC00ZjE0LThkMTItMmI3NDMyODJiNDM1IiwiaWF0IjoxNzE3NjEwNTA1LCJleHAiOjE3NDkxNDY1MDV9.SDH7eFsST7ZxgcPuIWKvQpbN1UjWI1Cz7rrHqkrfMWE) - [ ] #1010 - [ ] Reference free - [ ] Generation - [ ] Summarisation - [ ] Code summary - [ ] Textual summary - [...

enhancement

Issue: Runtime metric language adaptation (e.g. adapting to italian and then to german in the same run) does not work. The reason is that the @dataclass factories in the metrics...

size:M

This PR adds a fix for the issue mentioned in #1108 However I have a points to discuss @shahules786 : - I had added `conciseness_score` to penalize long summaries, but...

size:M