Ragas

Main
* Context Relevancy v2 - measures how relevant is the retrieved context to the prompt. This is done using a combination of OpenAI models and cross-encoder models. To improve the score one can try to optimize the amount of information present in the retrieved context.

What's Changed
* added analytics by jjmachan in https://github.com/explodinggradients/ragas/pull/58
* Context Relevancy v2 by shahules786 in https://github.com/explodinggradients/ragas/pull/59
* doc: added numpy style documentation to `context_relavency` by jjmachan in https://github.com/explodinggradients/ragas/pull/62
* updated docs by shahules786 in https://github.com/explodinggradients/ragas/pull/64
* fix: error in handling device for tensors by jjmachan in https://github.com/explodinggradients/ragas/pull/61
* chore: renamed files and added tqdm by jjmachan in https://github.com/explodinggradients/ragas/pull/65


**Full Changelog**: https://github.com/explodinggradients/ragas/compare/0.0.5...0.0.6

What's Changed
* chore: removed lfs files by jjmachan in https://github.com/explodinggradients/ragas/pull/56
* fix: Result output by jjmachan in https://github.com/explodinggradients/ragas/pull/57


**Full Changelog**: https://github.com/explodinggradients/ragas/compare/0.0.4...0.0.5

Important feats
* Rename metrics by shahules786 in https://github.com/explodinggradients/ragas/pull/48
* feat: open usage tracking by jjmachan in https://github.com/explodinggradients/ragas/pull/52

What's Changed
* Update README.md by jjmachan in https://github.com/explodinggradients/ragas/pull/42
* Hotfix: Update Readme [ SpellingError ] by MANISH007700 in https://github.com/explodinggradients/ragas/pull/43
* Update metrics.md by shahules786 in https://github.com/explodinggradients/ragas/pull/45
* added discord server by jjmachan in https://github.com/explodinggradients/ragas/pull/47
* Rename metrics by shahules786 in https://github.com/explodinggradients/ragas/pull/48
* feat: open usage tracking by jjmachan in https://github.com/explodinggradients/ragas/pull/52
* docs: moved quickstart by jjmachan in https://github.com/explodinggradients/ragas/pull/54
* docs: fix quickstart and readme by jjmachan in https://github.com/explodinggradients/ragas/pull/55

New Contributors
* MANISH007700 made their first contribution in https://github.com/explodinggradients/ragas/pull/43

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.0.3...0.0.4

We have added 3 new metrics that help you answer how factually correct is your generated answers, how relevant are the answers to the question and how relevant are the contexts returned form the retriever to the questions. This gives you a sense of the performance of both you generation and retrieval steps. We also have a "ragas_score" which is unified score to give a single metric about your pipelines.

checkout the quickstart to see how it works: https://github.com/explodinggradients/ragas/blob/main/examples/quickstart.ipynb

None

What's Changed
* Update README by shahules786 in https://github.com/explodinggradients/ragas/pull/27
* Added evaluation benchmark by shahules786 in https://github.com/explodinggradients/ragas/pull/29
* Fix bert score by shahules786 in https://github.com/explodinggradients/ragas/pull/30
* Update Readme by shahules786 in https://github.com/explodinggradients/ragas/pull/31
* fix: lazyloading of model used in metrics to speed up import by jjmachan in https://github.com/explodinggradients/ragas/pull/32


**Full Changelog**: https://github.com/explodinggradients/ragas/compare/0.0.1...0.0.2