Ragas

What's Changed
* Improved the documentation in the migration docs by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1873
* docs: match default `timeout` in `RunConfig` by neo in https://github.com/explodinggradients/ragas/pull/1872
* fix(prompt/mixin): Add name property and add it to saving/loading path. by tim-hilde in https://github.com/explodinggradients/ragas/pull/1853
* Adding missing evaluate import to evals guide by carlosgsouza in https://github.com/explodinggradients/ragas/pull/1876
* Improve error message for missing embeddings in Answer Relevancy Metric by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1877
* Change the validate_samples functionality by Vidit-Ostwal in https://github.com/explodinggradients/ragas/pull/1879
* chore: added openhands for solving some github issues by jjmachan in https://github.com/explodinggradients/ragas/pull/1884
* Fix Broken Test Case Due to Changed Error Message by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1881
* Faithfulness prompt update to avoid having single quotes in response by michaelromagne in https://github.com/explodinggradients/ragas/pull/1874
* Internal logging and tracing improvements. by ganeshrvel in https://github.com/explodinggradients/ragas/pull/1886
* docs: added office hour links by jjmachan in https://github.com/explodinggradients/ragas/pull/1888
* added the end of sequence token for the WatsonX family of models by malikaltakrori in https://github.com/explodinggradients/ragas/pull/1883
* Enhance langgraph integration to preserve metadata by i-w-a in https://github.com/explodinggradients/ragas/pull/1878
* Adding tutorial for Haystack Integration by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1887
* Remove llm argument from ToolCallAccuracy initialization by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1891
* Updated Application Page by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1899
* fix: UnicodeEncode error when save/load knowledge graph by jjmachan in https://github.com/explodinggradients/ragas/pull/1900

New Contributors
* tim-hilde made their first contribution in https://github.com/explodinggradients/ragas/pull/1853
* carlosgsouza made their first contribution in https://github.com/explodinggradients/ragas/pull/1876
* Vidit-Ostwal made their first contribution in https://github.com/explodinggradients/ragas/pull/1879
* malikaltakrori made their first contribution in https://github.com/explodinggradients/ragas/pull/1883

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.2.12...v0.2.13

What's Changed
* Add token parser for Bedrock & fix anthropic typo by michaelromagne in https://github.com/explodinggradients/ragas/pull/1851
* fix tp&fp calc error by oslijunw in https://github.com/explodinggradients/ragas/pull/1848
* docs: added canonical_url by jjmachan in https://github.com/explodinggradients/ragas/pull/1855
* docs: be consistent with the variable naming of `evaluator_embeddings` by neo in https://github.com/explodinggradients/ragas/pull/1858
* Add optional use_effective_order parameter to BLEU score by JonasElburgUVA in https://github.com/explodinggradients/ragas/pull/1862
* docs: updated broken links in ReadMe and evaluation documentation by iamarunbrahma in https://github.com/explodinggradients/ragas/pull/1847
* docs: fix incorrect reference to LLM in NonLLMContextPrecisionWithReference metric by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1863
* fix: output parser bug by jjmachan in https://github.com/explodinggradients/ragas/pull/1864

New Contributors
* michaelromagne made their first contribution in https://github.com/explodinggradients/ragas/pull/1851
* neo made their first contribution in https://github.com/explodinggradients/ragas/pull/1858
* JonasElburgUVA made their first contribution in https://github.com/explodinggradients/ragas/pull/1862
* iamarunbrahma made their first contribution in https://github.com/explodinggradients/ragas/pull/1847

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.2.11...v0.2.12

What's Changed
* fix: add min requirement for optimisation by shahules786 in https://github.com/explodinggradients/ragas/pull/1820
* fix: rubrics based metrics by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1821
* Enhance ToolCall message to support all argument types by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1823
* Added from_url method to fetch evaluation annotation from the api. by ganeshrvel in https://github.com/explodinggradients/ragas/pull/1795
* docs: fix incorrect imports by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1824
* docs: update some misc doc errors by jjmachan in https://github.com/explodinggradients/ragas/pull/1825
* Feat: Fix for Instance Based Metrics and Updated docs by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1827
* Docs/updating the LangSmith docs by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1828
* fix: remove pysbd and sentence segmenting by shahules786 in https://github.com/explodinggradients/ragas/pull/1826
* docs: Fixed most of the broken links by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1830
* docs: updated the formula for some metrics by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1834
* docs: update _language_adaptation.md by eltociear in https://github.com/explodinggradients/ragas/pull/1839
* feat: added option to provide experiment_name to evaluate() by jjmachan in https://github.com/explodinggradients/ragas/pull/1843
* Change save and load encode to utf-8 by joaorura in https://github.com/explodinggradients/ragas/pull/1836
* fix numpy invert error in metrics by oslijunw in https://github.com/explodinggradients/ragas/pull/1835
* Adding swarm integration and tutorial by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1841
* Adding Swarm integration to the list of integrations by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1845
* Adjustment when calculating hash | Adjustment of the hash calculation… by joaorura in https://github.com/explodinggradients/ragas/pull/1837
* docs: removed SUPPORTED_LANGUAGE by jjmachan in https://github.com/explodinggradients/ragas/pull/1846

New Contributors
* ganeshrvel made their first contribution in https://github.com/explodinggradients/ragas/pull/1795
* oslijunw made their first contribution in https://github.com/explodinggradients/ragas/pull/1835

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.2.10...v0.2.11

What's Changed
* docs: new get started guide by shahules786 in https://github.com/explodinggradients/ragas/pull/1786
* Update README.md by shahules786 in https://github.com/explodinggradients/ragas/pull/1794
* docs: fix typo by shahules786 in https://github.com/explodinggradients/ragas/pull/1801
* fix: llamaindex testset generator by jjmachan in https://github.com/explodinggradients/ragas/pull/1804
* Docs improvements by EricGustin in https://github.com/explodinggradients/ragas/pull/1805
* Docs improvements by hundredeuk2 in https://github.com/explodinggradients/ragas/pull/1808
* docs: add new rag eval tutorial by shahules786 in https://github.com/explodinggradients/ragas/pull/1815
* Fix typo in index.md by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1811
* docs: clean get-started by shahules786 in https://github.com/explodinggradients/ragas/pull/1816
* Improve question generation efficiency In Response Relevancy metrics by hundredeuk2 in https://github.com/explodinggradients/ragas/pull/1810
* docs: langchain v3 integration tutorial by sahusiddharth in https://github.com/explodinggradients/ragas/pull/1818

New Contributors
* EricGustin made their first contribution in https://github.com/explodinggradients/ragas/pull/1805
* hundredeuk2 made their first contribution in https://github.com/explodinggradients/ragas/pull/1808

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.2.9...v0.2.10

What's Changed
* feat: replaced NLTK's implementation of BLEU with sacrebleu's implementation by trent-sp in https://github.com/explodinggradients/ragas/pull/1744
* doc: add note by shahules786 in https://github.com/explodinggradients/ragas/pull/1753
* docs: add blog to readme by shahules786 in https://github.com/explodinggradients/ragas/pull/1755
* fixes: some minor fixes by shahules786 in https://github.com/explodinggradients/ragas/pull/1756
* docs: added ragas-app to getting started by jjmachan in https://github.com/explodinggradients/ragas/pull/1754
* feat: add exact match caching by ayulockin in https://github.com/explodinggradients/ragas/pull/1717
* fix: temperature needs to be added handled effectively by jjmachan in https://github.com/explodinggradients/ragas/pull/1759
* Fix/hhem: divide by zero error by jjmachan in https://github.com/explodinggradients/ragas/pull/1765
* fix: add reference to simple scoring by shahules786 in https://github.com/explodinggradients/ragas/pull/1758
* fix: import train config and add tests by shahules786 in https://github.com/explodinggradients/ragas/pull/1776
* chore: make analytics into threading by jjmachan in https://github.com/explodinggradients/ragas/pull/1777
* fix: change to schema by shahules786 in https://github.com/explodinggradients/ragas/pull/1780
* Fix link to langchain and add pip install by pamelafox in https://github.com/explodinggradients/ragas/pull/1762
* fix: distance measure in non llm CR by shahules786 in https://github.com/explodinggradients/ragas/pull/1787
* docs: caching in ragas by jjmachan in https://github.com/explodinggradients/ragas/pull/1779
* fix: remove reproducibility arg by shahules786 in https://github.com/explodinggradients/ragas/pull/1790

New Contributors
* trent-sp made their first contribution in https://github.com/explodinggradients/ragas/pull/1744
* pamelafox made their first contribution in https://github.com/explodinggradients/ragas/pull/1762

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.2.8...v0.2.9

What's Changed
* fix: Update README.md by avanco in https://github.com/explodinggradients/ragas/pull/1738
* feat: genetic algo based optimizer by shahules786 in https://github.com/explodinggradients/ragas/pull/1724
* Added native support for Gemini models generation completion signals in LangchainLLMWrapper class / is_finished method by cnemri in https://github.com/explodinggradients/ragas/pull/1727
* Added custom is_finished_parser logic to Google Vertex AI customizati… by cnemri in https://github.com/explodinggradients/ragas/pull/1728
* feat: added basics for upload by jjmachan in https://github.com/explodinggradients/ragas/pull/1741
* feat: few shot example optimzier by jjmachan in https://github.com/explodinggradients/ragas/pull/1739
* fix: correct url for upload() by jjmachan in https://github.com/explodinggradients/ragas/pull/1742
* fix: prompt naming related issues by shahules786 in https://github.com/explodinggradients/ragas/pull/1743
* feat: load from annotated testset by jjmachan in https://github.com/explodinggradients/ragas/pull/1747
* docs: add demo example for metric training by shahules786 in https://github.com/explodinggradients/ragas/pull/1746
* docs: demo related fixes by shahules786 in https://github.com/explodinggradients/ragas/pull/1750

New Contributors
* avanco made their first contribution in https://github.com/explodinggradients/ragas/pull/1738
* cnemri made their first contribution in https://github.com/explodinggradients/ragas/pull/1727

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.2.7...v0.2.8