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Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

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[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** what is unclear to you? What would you like to know?...

question

Adds automatic version branch syncing based on PR labels to streamline maintenance releases and backports. Automatically syncs merged PRs to appropriate version branches based on labels: Label mapping: - patch...

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Hello Ragas community! 👋 Diego here from Red Hat's TrustyAI team. We built a Ragas Eval provider for Llama Stack. Would this be of interest to the Ragas community? **What...

**Describe the Feature** Ragas prompts appear to repeat a lot of content on each invocation, namely in defining the task and providing the examples. The prompt is then amended with...

enhancement

Hello, i created a testset and run it through my RAG pipeline to get documents and a answer for each question. I now have 50 pairs of [question, ground_truth, documents,...

question

## Issue Link / Problem Description - Fixes #2279 - **Problem:** The `ragas` library currently excels at evaluating the quality of generated answers but lacks metrics to assess a RAG...

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[ x ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** In pull request #2253, LangChainLLMWrapper and LangchainEmbeddingsWrapper have been deprecated,...

question

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. I am using RAGAS to evaluate my RAG pipeline with a local Ollama...

bug
question

### Describe the Feature This proposal introduces a new, cohesive suite of four interconnected and academically-grounded metrics designed to evaluate a critical dimension currently missing from `ragas`: **a RAG system's...

enhancement
module-metrics

[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** Does RAGAS support deepseek, if can, please add demo in doc.

good first issue
question