v0.7.21

What's Changed

• feat: enable logo display in API documentation generation by @DimaAmega in #1793
• fix: Add pagination to reports table to fix UI performance by @jasperbruin in #1797
• UI: snapshots pagination bit changes by @DimaAmega in #1804
• Pandas 3 support by @Liraim in #1807
• CI: deploy artifacts better by @DimaAmega in #1812
• fix: correct output prefix syntax in GitHub Actions workflow by @DimaAmega in #1814
• ci: prevent deployment on cancelled workflow runs in GitHub Actions by @DimaAmega in #1815
• fix: correct HTML report path in GitHub Actions workflow by @DimaAmega in #1817
• CI: explicit download artifacts by @DimaAmega in #1822
• Drop python 3.9 support by @mike0sv in #1811
• CI: remove redundant test by @DimaAmega in #1821
• Enhance README with API Reference and documentation update by @DimaAmega in #1819
• Update API reference documentation in README.md for clarity and structure by @DimaAmega in #1823
• Implement Embeddings drift metric in new API by @Liraim in #1828
• Support nbinsx for ValueDrift metric. by @Liraim in #1826
• Fail early on empty input data in Report.run by @Si-ra-kri in #1820
• Add methods to handle near-zero values for MAPE metric. by @Liraim in #1835
• Fix MAPE warnings by @Liraim in #1837
• Examples Cleanup by @emeli-dral in #1836
• Fix CategoryCount with multiple labels if some labels are missing by @Liraim in #1838

New Contributors

• @Si-ra-kri made their first contribution in #1820

Full Changelog: v0.7.20...v0.7.21

v0.7.20

What's Changed

• fix docker build by @DimaAmega in #1790
• Example of openinference instrumentations for traces. by @Liraim in #1786
• Lock version of pathspec to <1 for dvc. by @Liraim in #1791

Full Changelog: v0.7.19...v0.7.20

v0.7.19

What's Changed

• CI: fix API reference generation by @DimaAmega in #1778
• Fix: protect write API routers with guard for artifact and prompt routes by @DimaAmega in #1779
• move to UV by @mike0sv in #1759
• Feature/more api ref by @mike0sv in #1780
• feat: fetch-depth: 0 for checking out gh-pages by @DimaAmega in #1782
• UI: (EvidentlyUIRunner) add Go to page link in show_service by @DimaAmega in #1787
• Fix: protect tracing api with guard by @DimaAmega in #1788
• all other docstrings by @mike0sv in #1783
• API for human feedback in tracing by @Liraim in #1784
• feat: api-reference works for forks by @DimaAmega in #1789

Full Changelog: v0.7.18...v0.7.19

v0.7.18

What's Changed

• Versioned artefacts (unified prompts and configs) by @mike0sv in #1750
• Update litestar dependency to version 2.18.0 and add sniffio for now by @DimaAmega in #1753
• Support reload snapshot points for dashboards in local version. by @Liraim in #1752
• UI: loading state in create new prompt form by @DimaAmega in #1754
• fix none labels for points by @mike0sv in #1755
• Add sklearn datasets cache for min tests. by @Liraim in #1757
• Fix download lfw dataset for tests by @Liraim in #1758
• Feature: run evidently ui in background via EvidentlyUIRunner interface by @DimaAmega in #1756
• UI: add evidently-ai-logo.png by @DimaAmega in #1761
• Feature: api-reference generation by @DimaAmega in #1760
• Feature: Add local development script for API reference documentation by @DimaAmega in #1762
• bump litestar to 2.19.0 by @DimaAmega in #1770
• Database Authentication Failures Due to Password Masking in Migration by @jasperbruin in #1767
• Support for openinference data in traces. by @Liraim in #1768
• Update API Reference by @mike0sv in #1769
• refactor around api-reference by @DimaAmega in #1774
• Fix datasets download for tests by @Liraim in #1772
• Fix reload_projects test for Application. by @Liraim in #1775
• fix: correct typos and improve readability in README by @Pro-phet123 in #1735
• New notebook tracing_with_service.ipynb by @DimaAmega in #1763
• CI: fix release build step by @DimaAmega in #1777
• CI: api reference for release by @DimaAmega in #1776

New Contributors

• @jasperbruin made their first contribution in #1767
• @Pro-phet123 made their first contribution in #1735

Full Changelog: v0.7.17...v0.7.18

v0.7.17

What's Changed

• reviews demo by @mike0sv in #1741
• Datasets: post release by @DimaAmega in #1740
• Support Cloud API keys in OSS SDK by @Liraim in #1742
• Tracing support by @mike0sv in #1743
• Support list_datasets and load_dataset for local Workspace by @mike0sv in #1746
• UI: fix DatasetViewer slots prop by @DimaAmega in #1749
• fix loading local tracing datasets by @mike0sv in #1748

Full Changelog: v0.7.16...v0.7.17

v0.7.16

What's Changed

• Support column types in GenericLLMDescriptor. by @Liraim in #1725
• UI: refactor panels data fetch by @DimaAmega in #1727
• Resolved params by @mike0sv in #1726
• Add HumanFeedback to ServiceColumns by @DimaAmega in #1728
• DataFrame tests by @mike0sv in #1729
• Feature/sql service by @mike0sv in #1734
• Convert type for numerical descriptor fields. by @Liraim in #1737
• Dataset support by @mike0sv in #1736
• fix windows tests by @mike0sv in #1738
• UI: fix datasets by @DimaAmega in #1739

Full Changelog: v0.7.15...v0.7.16

v0.7.15

What's Changed

• Fix for parsing error in DataDefinition. by @Liraim in #1709
• add config kwargs by @mike0sv in #1707
• Feature/llm eval v2 by @mike0sv in #1710
• Tracing support for guardrails. by @Liraim in #1708
• Add column correlations metric by @mike0sv in #1711
• Add llm template registry example by @mike0sv in #1713
• Guards tracing attributes and error messages fixes. by @Liraim in #1716
• Separate correlations into metric + preset by @mike0sv in #1715
• New guards: Toxicity and Negativity. by @Liraim in #1717
• Preinstall torch cpu for linux builds. by @Liraim in #1719
• Text Matches by @mike0sv in #1718
• Feature/new recsys by @mike0sv in #1720
• Add tab and dashboard info to panel renders. by @Liraim in #1722
• update descriptors notebook by @mike0sv in #1723
• Additional data and other recsys metrics by @mike0sv in #1721

Full Changelog: v0.7.14...v0.7.15

v0.7.14

Full Changelog: v0.7.13...v0.7.14

v0.7.13

What's Changed

• UI: use vite v6 by @DimaAmega in #1694
• Refactor setup.py: remove unused by @DimaAmega in #1687
• UI: Update AlertThemed component by @DimaAmega in #1696
• UI: remove v1 stuff by @DimaAmega in #1697
• Better CI: merge ui.yml into main.yml by @DimaAmega in #1698
• datagen providers tutorial update by @mike0sv in #1703
• better readability in llm judges by @DimaAmega in #1702
• Feature: Guardrails. by @Liraim in #1701
• Feature/better optimizer by @mike0sv in #1704
• Add descriptive error messages for missing classification metrics by @PS5138 in #1705
• Support for multiple classifications and regressions. by @Liraim in #1682
• Update Contributing.md Documentation for Extras Installation by @pagrim in #1674
• Render row tests by @mike0sv in #1695

New Contributors

• @PS5138 made their first contribution in #1705
• @pagrim made their first contribution in #1674

Full Changelog: v0.7.12...v0.7.13

v0.7.12

What's Changed

• Improve Regression presets tests configuration. by @Liraim in #1664
• Changed Vite dependency from version 5.2.12 to [email protected] by @DimaAmega in #1658
• Minor improvement for metric tests by @Liraim in #1668
• Update Python base image to 3.11-slim-bookworm in Dockerfiles by @DimaAmega in #1669
• Feature/column tests widgets by @mike0sv in #1666
• Raising Exception for Missing mean_tests or std_tests in MAE Metric by @bharath03-a in #1661
• regression presets with tests by @emeli-dral in #1671
• Update README.md by @DimaAmega in #1617
• tutorial on data drift grafana dashboard by @emeli-dral in #1672
• fix fewshot serialization by @mike0sv in #1675
• tutorial on grafana dashboard for llm by @emeli-dral in #1677
• Fix NotImplementedError when using tests with Generators by @Liraim in #1678
• New metric: SumValue. by @Liraim in #1676
• Fix IncludesWords / ExcludesWords serialization error. by @Liraim in #1680
• fix delete snapshot by @mike0sv in #1679
• fix observer failing on incomplete snapshots by @mike0sv in #1681
• chore(metrics): remove redundant "columns" text in error messages and clean up string formatting by @mircohoehne in #1683
• feat(docker): Allow installing optional extras in service image in order to support S3 and GCS usage by @israolive in #1684
• feat(ui): add script to replace Playwright screenshots based on test results by @DimaAmega in #1688
• Fix creating eq / not_eq tests with string expected value. by @Liraim in #1686
• Better prompt optimizer api + no scorer/executor by @mike0sv in #1689
• Fix unique_value_count display names for missing labels. by @Liraim in #1690
• RowTests for TextEvals by @mike0sv in #1691
• Fix RowTestSummary tests. by @Liraim in #1692

New Contributors

• @bharath03-a made their first contribution in #1661
• @mircohoehne made their first contribution in #1683
• @israolive made their first contribution in #1684

Full Changelog: v0.7.11...v0.7.12