ragas
ragas copied to clipboard
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** question and ground_truth is always the same when generating conditional_question test case....
I have checked the https://github.com/explodinggradients/ragas/blob/main/docs/howtos/integrations/llamaindex.ipynb and related resources and couldn't resolve my bug. When I try to generate the testset from the text file using generator, it gives the following...
- [x] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question. **Your Question** I got the following error. ERROR:ragas.executor:Exception raised in Job[9]: AttributeError('NoneType' object...
[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** Message 'o statements were generated from the answer' was sent when evaluating...
How can we add custom questions and ground truth to the testset generated using Ragas TestSetGenerator: ``` from ragas.testset.generator import TestsetGenerator from ragas.testset.evolutions import simple, reasoning, multi_context generator = TestsetGenerator.from_llama_index(...
[ ] I have checked the [documentation](https://docs.ragas.io/) and related resources and couldn't resolve my bug. **Describe the bug** I cannot evaluate open source gemma:2b model using ragas. I actually get...
Using openAI api might not be feasible for some environment, could someone provide any reference or example link on running evaluation with local LLM model/?
I wrote this code and I am using a subclass of LLM and BASERAGASEMBEDDINGS. I already have the embeddings and I face the error to set the API key.to solve...
- This pull request introduces a new workflow for deploying documentation, updates versioning information, and makes minor adjustments to documentation and configuration files. The most important changes include the addition...
--------------------------------------------------------------------------- ExceptionInRunner Traceback (most recent call last) Cell In[56], [line 22](vscode-notebook-cell:?execution_count=56&line=22) [11](vscode-notebook-cell:?execution_count=56&line=11) embeddings = client.embeddings.create( [12](vscode-notebook-cell:?execution_count=56&line=12) input=inputs, [13](vscode-notebook-cell:?execution_count=56&line=13) model="RAG_text-embedding-3-large" [14](vscode-notebook-cell:?execution_count=56&line=14) ) [16](vscode-notebook-cell:?execution_count=56&line=16) generator = TestsetGenerator.from_langchain( [17](vscode-notebook-cell:?execution_count=56&line=17) generator_llm, [18](vscode-notebook-cell:?execution_count=56&line=18) critic_llm, [19](vscode-notebook-cell:?execution_count=56&line=19)...