Ragas

What's Changed
* Devanshu's Blog Added in Doc's community folder. by DevanshuBrahmbhatt in https://github.com/explodinggradients/ragas/pull/869
* Update data_preparation doc link in evaluation.md by ragul-kachiappan in https://github.com/explodinggradients/ragas/pull/874
* docs: langchain.document_loaders is deprecated by bioerrorlog in https://github.com/explodinggradients/ragas/pull/881
* chores: change cal link by shahules786 in https://github.com/explodinggradients/ragas/pull/892
* chore: added issue manager by jjmachan in https://github.com/explodinggradients/ragas/pull/907
* fix: Feat/issue closer by jjmachan in https://github.com/explodinggradients/ragas/pull/909
* fix(docs): update document regarding langfuse usage by jjmachan in https://github.com/explodinggradients/ragas/pull/904
* docs: clean up integrations by jjmachan in https://github.com/explodinggradients/ragas/pull/919
* doc: Updated vertexai python notebook to use langchain wrapper approach for vertex ai by shawnmittal in https://github.com/explodinggradients/ragas/pull/915
* Add new RAG evaluation articles by Yongtae723 in https://github.com/explodinggradients/ragas/pull/932
* Fix/ci: fix the broken CI by jjmachan in https://github.com/explodinggradients/ragas/pull/933
* reproducibility PR1 : introduce ensembler by shahules786 in https://github.com/explodinggradients/ragas/pull/924
* Cleaned installation step in README by andreped in https://github.com/explodinggradients/ragas/pull/921
* reproducibility PR2: add new statement creation 930 by shahules786 in https://github.com/explodinggradients/ragas/pull/941
* Update generator.py - Redundant code by omkar-334 in https://github.com/explodinggradients/ragas/pull/942
* docs: improve vertex ai docs by jjmachan in https://github.com/explodinggradients/ragas/pull/951
* docs: small fixes in vertex ai docs by jjmachan in https://github.com/explodinggradients/ragas/pull/952
* Update discord invite link by shahules786 in https://github.com/explodinggradients/ragas/pull/953
* fix: sentence segmenter for multi languages by shahules786 in https://github.com/explodinggradients/ragas/pull/946
* answer-correctness : fix edge cases by shahules786 in https://github.com/explodinggradients/ragas/pull/970
* Fix ensembler : handle edge cases by shahules786 in https://github.com/explodinggradients/ragas/pull/972
* feat: adding new defaults to openai Model and embeddings by jjmachan in https://github.com/explodinggradients/ragas/pull/973
* Improve grammar and punctuation in critique prompts: addresses 971 by ruankie in https://github.com/explodinggradients/ragas/pull/974
* Fix testset generator issue on context selection by Jovillios in https://github.com/explodinggradients/ragas/pull/937
* feat: Ragas CI/CD by jjmachan in https://github.com/explodinggradients/ragas/pull/976
* fix: patch type issue in evolution parsing by shahules786 in https://github.com/explodinggradients/ragas/pull/980

New Contributors
* ragul-kachiappan made their first contribution in https://github.com/explodinggradients/ragas/pull/874
* bioerrorlog made their first contribution in https://github.com/explodinggradients/ragas/pull/881
* shawnmittal made their first contribution in https://github.com/explodinggradients/ragas/pull/915
* andreped made their first contribution in https://github.com/explodinggradients/ragas/pull/921
* omkar-334 made their first contribution in https://github.com/explodinggradients/ragas/pull/942
* ruankie made their first contribution in https://github.com/explodinggradients/ragas/pull/974
* Jovillios made their first contribution in https://github.com/explodinggradients/ragas/pull/937

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.7...v0.1.8

What's Changed
* minor: fix llm expansion in docs by glenacota in https://github.com/explodinggradients/ragas/pull/847
* Update llama_index imports by sestinj in https://github.com/explodinggradients/ragas/pull/849
* feat: Change parsers and add custom critic model by shahules786 in https://github.com/explodinggradients/ragas/pull/838
* fix: change documentation to reflect accurate method name by dbtreasure in https://github.com/explodinggradients/ragas/pull/837
* Update answer_relevance.md by carllapierre in https://github.com/explodinggradients/ragas/pull/832
* fix ci: some linting issues by jjmachan in https://github.com/explodinggradients/ragas/pull/852

New Contributors
* glenacota made their first contribution in https://github.com/explodinggradients/ragas/pull/847
* sestinj made their first contribution in https://github.com/explodinggradients/ragas/pull/849
* dbtreasure made their first contribution in https://github.com/explodinggradients/ragas/pull/837
* carllapierre made their first contribution in https://github.com/explodinggradients/ragas/pull/832

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.6...v0.1.7

What's Changed
* Fix: json format inconsistency in context recall (prompt for statemen… by jokokojote in https://github.com/explodinggradients/ragas/pull/776
* fix: Explanaitions typo on index.md by dcamejo1 in https://github.com/explodinggradients/ragas/pull/801
* feat(integrations): add support for langchain and langsmith by jjmachan in https://github.com/explodinggradients/ragas/pull/795
* Docs: fix confusion regarding getting started by shahules786 in https://github.com/explodinggradients/ragas/pull/815
* docs: add openlayer integration by shahules786 in https://github.com/explodinggradients/ragas/pull/827
* fix: Eventloop unclosed by yunfwe in https://github.com/explodinggradients/ragas/pull/796
* More robust JSON prompting and parsing by mrtj in https://github.com/explodinggradients/ragas/pull/807
* fix(integration): langchain integration and CI fixes by jjmachan in https://github.com/explodinggradients/ragas/pull/830
* Added more examples to the translation prompts by baswenneker in https://github.com/explodinggradients/ragas/pull/826
* fix: use aparse in all metrics by shahules786 in https://github.com/explodinggradients/ragas/pull/831

New Contributors
* dcamejo1 made their first contribution in https://github.com/explodinggradients/ragas/pull/801
* yunfwe made their first contribution in https://github.com/explodinggradients/ragas/pull/796
* mrtj made their first contribution in https://github.com/explodinggradients/ragas/pull/807
* baswenneker made their first contribution in https://github.com/explodinggradients/ragas/pull/826

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.5...v0.1.6

What's Changed
* fix: handle string score in node filter by shahules786 in https://github.com/explodinggradients/ragas/pull/755
* Add ipython notebook demonstrating the ragas-haystack integration. by annthurium in https://github.com/explodinggradients/ragas/pull/754
* Update Bring Your Own LLM Docs Link by pmbaumgartner in https://github.com/explodinggradients/ragas/pull/765
* fix: edge case in answer_correctness by shahules786 in https://github.com/explodinggradients/ragas/pull/778
* Added metadata field to datarows by rnbokade in https://github.com/explodinggradients/ragas/pull/782
* fix: is_async not passed for llm generation in context recall by jokokojote in https://github.com/explodinggradients/ragas/pull/777
* fix: Nan in metrics/test set gen by shahules786 in https://github.com/explodinggradients/ragas/pull/786
* Fix adapt issue for keyphrase extractor by smodlich in https://github.com/explodinggradients/ragas/pull/766
* updated context_scoring_prompt and provide extra examples. by nofrish in https://github.com/explodinggradients/ragas/pull/725
* fix: faithfulness by shahules786 in https://github.com/explodinggradients/ragas/pull/787

New Contributors
* annthurium made their first contribution in https://github.com/explodinggradients/ragas/pull/754
* rnbokade made their first contribution in https://github.com/explodinggradients/ragas/pull/782
* smodlich made their first contribution in https://github.com/explodinggradients/ragas/pull/766
* nofrish made their first contribution in https://github.com/explodinggradients/ragas/pull/725

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.4...v0.1.5

What's Changed
* docs: Add docs for new entity based metric by sky-2002 in https://github.com/explodinggradients/ragas/pull/674
* Fix typos that cause fatal assertion errors in prompts by joy13975 in https://github.com/explodinggradients/ragas/pull/676
* fix: edge case in faithfulness by shahules786 in https://github.com/explodinggradients/ragas/pull/682
* docs: Fix the precision calculation in context-precision metric doc by amit-timalsina in https://github.com/explodinggradients/ragas/pull/685
* fix: improving reproducability of evals when running everything together by jjmachan in https://github.com/explodinggradients/ragas/pull/671
* added octlane docs by jjmachan in https://github.com/explodinggradients/ragas/pull/695
* Docs: Fix content precision description by jokokojote in https://github.com/explodinggradients/ragas/pull/693
* Docs: Created own section for Calculation (instead of Dropdown) by GeroVanMi in https://github.com/explodinggradients/ragas/pull/696
* Fix: Enable Critique Prompt Customization in AspectCritique by AaronKim218 in https://github.com/explodinggradients/ragas/pull/700
* chore: improve bug/question template by shahules786 in https://github.com/explodinggradients/ragas/pull/702
* docs: clean and smooth by shahules786 in https://github.com/explodinggradients/ragas/pull/703
* Docs: Fix and supplement answer relevancy description by jokokojote in https://github.com/explodinggradients/ragas/pull/705
* fix: remove unwanted quotes from questions by shahules786 in https://github.com/explodinggradients/ragas/pull/708
* Readme Formatting by gkamradt in https://github.com/explodinggradients/ragas/pull/710
* docs: customising embeddings and llms by shahules786 in https://github.com/explodinggradients/ragas/pull/712
* chore: add copyright by shahules786 in https://github.com/explodinggradients/ragas/pull/716
* feat: test set generation improvements by shahules786 in https://github.com/explodinggradients/ragas/pull/719
* Adding Tonic Validate integration notebook by akamor in https://github.com/explodinggradients/ragas/pull/707
* fix: edge case in CR by shahules786 in https://github.com/explodinggradients/ragas/pull/728
* fix(ragas): remove mutable defaults by mspronesti in https://github.com/explodinggradients/ragas/pull/684
* fix: remove experimental filters by shahules786 in https://github.com/explodinggradients/ragas/pull/743
* Correct Faithfulness Verdict Map by pmbaumgartner in https://github.com/explodinggradients/ragas/pull/739
* feat(generator): extend construction to any langchain LLM and Embeddings by mspronesti in https://github.com/explodinggradients/ragas/pull/670
* docs: minor corrections by shahules786 in https://github.com/explodinggradients/ragas/pull/747

New Contributors
* amit-timalsina made their first contribution in https://github.com/explodinggradients/ragas/pull/685
* jokokojote made their first contribution in https://github.com/explodinggradients/ragas/pull/693
* GeroVanMi made their first contribution in https://github.com/explodinggradients/ragas/pull/696
* AaronKim218 made their first contribution in https://github.com/explodinggradients/ragas/pull/700
* gkamradt made their first contribution in https://github.com/explodinggradients/ragas/pull/710
* akamor made their first contribution in https://github.com/explodinggradients/ragas/pull/707
* mspronesti made their first contribution in https://github.com/explodinggradients/ragas/pull/684
* pmbaumgartner made their first contribution in https://github.com/explodinggradients/ragas/pull/739

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.3...v0.1.4

What's Changed
* feat: improved node selection and question fixing by shahules786 in https://github.com/explodinggradients/ragas/pull/644
* docs: add explanation to metrics by shahules786 in https://github.com/explodinggradients/ragas/pull/658
* fix: edge cases in metrics by shahules786 in https://github.com/explodinggradients/ragas/pull/661
* Update evolution by cuent in https://github.com/explodinggradients/ragas/pull/666
* feat: Add new "entity-based context recall" metric by sky-2002 in https://github.com/explodinggradients/ragas/pull/667
* fix: filter and context selection by shahules786 in https://github.com/explodinggradients/ragas/pull/672
* Add support for optional max concurrency by joy13975 in https://github.com/explodinggradients/ragas/pull/643

New Contributors
* cuent made their first contribution in https://github.com/explodinggradients/ragas/pull/666
* sky-2002 made their first contribution in https://github.com/explodinggradients/ragas/pull/667

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.2...v0.1.3