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opik

v2.0.50 Feature

This release adds 5 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

evaluation hacktoberfest2025 langchain llama-index llm llm-evaluation
+5 more
llm-observability llmops openai playground prompt-engineering

Summary

AI summary

Adds prompts UX improvements, ambiguous dataset assignment, copy_from coordination on createOrUpdateDatasetItems, online evaluation smoke test, and multi‑environment support per prompt version.

Changes in this release

Feature Medium

Improves prompts UX across playground, traces, and library.

Improves prompts UX across playground, traces, and library.

Source: llm_adapter@2026-05-28

Confidence: high

Feature Medium

Assigns ambiguous datasets to their dominant project automatically.

Assigns ambiguous datasets to their dominant project automatically.

Source: llm_adapter@2026-05-28

Confidence: high

Feature Medium

Copies coordinates on createOrUpdateDatasetItems and applies dataset item changes.

Copies coordinates on createOrUpdateDatasetItems and applies dataset item changes.

Source: llm_adapter@2026-05-28

Confidence: high

Feature Medium

Adds Online Evaluation smoke test with LLM-judge and Python rule.

Adds Online Evaluation smoke test with LLM-judge and Python rule.

Source: llm_adapter@2026-05-28

Confidence: high

Feature Medium

Supports multiple environments per prompt version.

Supports multiple environments per prompt version.

Source: llm_adapter@2026-05-28

Confidence: high

Refactor Low

Retires config patterns and adds prompt-usage detection in snapshot.

Retires config patterns and adds prompt-usage detection in snapshot.

Source: llm_adapter@2026-05-28

Confidence: high

Refactor Low

Updates automatically generated OpenAPI spec and Fern code in SDK documentation.

Updates automatically generated OpenAPI spec and Fern code in SDK documentation.

Source: llm_adapter@2026-05-28

Confidence: low

Full changelog

What's Changed

  • [OPIK-6457] [FE] feat: prompts UX improvements across playground, traces, and library by @aadereiko in https://github.com/comet-ml/opik/pull/6771
  • [OPIK-6465] [SDK] refactor(runner): retire config patterns, add prompt-usage detection in snapshot by @petrotiurin in https://github.com/comet-ml/opik/pull/6801
  • [OPIK-6701] [BE] feat: assign ambiguous datasets to their dominant project by @andrescrz in https://github.com/comet-ml/opik/pull/6884
  • [OPIK-6696] [BE] feat(datasets): copy_from coords on createOrUpdateDatasetItems + applyDatasetItemChanges by @JetoPistola in https://github.com/comet-ml/opik/pull/6867
  • [OPIK-6597] [QA] feat: Online Evaluation smoke (LLM-judge + Python rule) by @AndreiCautisanu in https://github.com/comet-ml/opik/pull/6874
  • [OPIK-6626] [BE] feat: support multiple environments per prompt version by @BorisTkachenko in https://github.com/comet-ml/opik/pull/6873
  • [NA] [SDK] [DOCS] Update automatically OpenAPI spec and Fern code by @CometActions in https://github.com/comet-ml/opik/pull/6888

Full Changelog: https://github.com/comet-ml/opik/compare/2.0.49...2.0.50

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About opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

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Related context

Earlier breaking changes

  • v2.0.38 Split stats query and gate legacy feedback_scores UNION in BE.

Beta — feedback welcome: [email protected]