Ragas

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

What's Changed
* docs: arize/ ragas notebook by axiomofjoy in https://github.com/explodinggradients/ragas/pull/594
* fix: prompt adaptation type checks by shahules786 in https://github.com/explodinggradients/ragas/pull/615
* fix: node indexing in testset generator by shahules786 in https://github.com/explodinggradients/ragas/pull/617
* Update ragas-arize.ipynb by PubliusAu in https://github.com/explodinggradients/ragas/pull/618
* docs: getting started by jjmachan in https://github.com/explodinggradients/ragas/pull/589
* Added testset generation for bedrock by VpkPrasanna in https://github.com/explodinggradients/ragas/pull/626
* Made embeddings and LLMs dependent on metric in evaluate function by peanutshawny in https://github.com/explodinggradients/ragas/pull/628
* docs: bring your own llms and embeddings by jjmachan in https://github.com/explodinggradients/ragas/pull/631
* docs: fix import in the example code: ContextRelevance -> ContextRelevancy by izikeros in https://github.com/explodinggradients/ragas/pull/646
* Fix typo: Teset -> Testset by joy13975 in https://github.com/explodinggradients/ragas/pull/638
* Update ragas-arize.ipynb by PubliusAu in https://github.com/explodinggradients/ragas/pull/637
* renaming ground_truths to ground_truth. by alexjyong in https://github.com/explodinggradients/ragas/pull/640
* fix: added types so you can pass langchain llms and embeddings too by jjmachan in https://github.com/explodinggradients/ragas/pull/652

New Contributors
* axiomofjoy made their first contribution in https://github.com/explodinggradients/ragas/pull/594
* PubliusAu made their first contribution in https://github.com/explodinggradients/ragas/pull/618
* VpkPrasanna made their first contribution in https://github.com/explodinggradients/ragas/pull/626
* peanutshawny made their first contribution in https://github.com/explodinggradients/ragas/pull/628
* izikeros made their first contribution in https://github.com/explodinggradients/ragas/pull/646
* joy13975 made their first contribution in https://github.com/explodinggradients/ragas/pull/638
* alexjyong made their first contribution in https://github.com/explodinggradients/ragas/pull/640

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.1...v0.1.2

What's Changed
* Fixing typos, vertextai to vertex ai by mrchtr in https://github.com/explodinggradients/ragas/pull/572
* fix typo by Kyeongpil in https://github.com/explodinggradients/ragas/pull/570
* fix assertions and quality in prompt adaptation by shahules786 in https://github.com/explodinggradients/ragas/pull/574
* fix: ensure dict type by shahules786 in https://github.com/explodinggradients/ragas/pull/578
* style: remove additional comments in prompt.py by leehanchung in https://github.com/explodinggradients/ragas/pull/577
* Add stepkurniawan community contribution by stepkurniawan in https://github.com/explodinggradients/ragas/pull/585
* Parse JSON string in adapt() by mitmul in https://github.com/explodinggradients/ragas/pull/584
* fix: replace string formating by dict by shahules786 in https://github.com/explodinggradients/ragas/pull/588
* [patch] Reduce NaN Occurrences by Simple Prompt Modification for JSON Output for context_precision by i-w-a in https://github.com/explodinggradients/ragas/pull/581
* ci: migrate to latest llama-index version by shahules786 in https://github.com/explodinggradients/ragas/pull/603
* Fix: evolution flows for test generation by shahules786 in https://github.com/explodinggradients/ragas/pull/602
* fix: llamaIndex latest version by jjmachan in https://github.com/explodinggradients/ragas/pull/604
* Chore: add language to event tracking by shahules786 in https://github.com/explodinggradients/ragas/pull/592
* feat(llms.json_load): Recursively load json lists by pberger514 in https://github.com/explodinggradients/ragas/pull/593

New Contributors
* mrchtr made their first contribution in https://github.com/explodinggradients/ragas/pull/572
* Kyeongpil made their first contribution in https://github.com/explodinggradients/ragas/pull/570
* leehanchung made their first contribution in https://github.com/explodinggradients/ragas/pull/577
* stepkurniawan made their first contribution in https://github.com/explodinggradients/ragas/pull/585
* mitmul made their first contribution in https://github.com/explodinggradients/ragas/pull/584
* i-w-a made their first contribution in https://github.com/explodinggradients/ragas/pull/581
* pberger514 made their first contribution in https://github.com/explodinggradients/ragas/pull/593

**Full Changelog**: https://github.com/explodinggradients/ragas/compare/v0.1.0...v0.1.1