comet-ml/opik
Jun 2025 – Mar 2026
2 Months active
Languages Used
MarkdownPythonJavaTypeScript
Technical Skills
API IntegrationDocumentationLLM IntegrationPython SDK DevelopmentAPI integrationbackend development
jackc-comet
PROFILE
Jackc-comet
Worked on the comet-ml/opik repository to expand language model interoperability and streamline API integration using Python and TypeScript. Developed a pluggable pathway for custom language model integration, enabling evaluation of metrics such as Hallucination with any OpenAI-compatible API, and provided comprehensive documentation to support onboarding and traceability. Enhanced the Trace API by detailing retrieval and update operations, improving auditability and maintainability. Later, delivered Gemini API v1beta compatibility by updating model references and removing deprecated models, reducing API errors and simplifying catalog maintenance. Coordinated backend and frontend changes to ensure stable integration and facilitate future API alignments across teams.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
3Total
Bugs
0
Commits
3
Features
3
Lines of code
179
Activity Months2
Your Network
97 peopleSame Organization
@comet.com20
Shared Repositories
77
Work History
March 2026
1 Commits • 1 Features
Mar 1, 2026March 2026 summary for comet-ml/opik: Delivered Gemini API v1beta compatibility by removing the -exp suffix and cleaning up deprecated models. Updated tests and validated integration with Google Gemini API to ensure gemini-2.0-flash works under v1beta. Result: reduced API errors, simplified model catalog maintenance, and clearer path for future API alignments.
1 Commits • 1 Features
Mar 1, 2026March 2026 summary for comet-ml/opik: Delivered Gemini API v1beta compatibility by removing the -exp suffix and cleaning up deprecated models. Updated tests and validated integration with Google Gemini API to ensure gemini-2.0-flash works under v1beta. Result: reduced API errors, simplified model catalog maintenance, and clearer path for future API alignments.
March 2026
June 2025
2 Commits • 2 Features
Jun 1, 2025June 2025: Delivered foundational enhancements in comet-ml/opik that broaden LLM interoperability and strengthen traceability. Implemented a pluggable Custom Language Model integration pathway with a guided example and interfaces to integrate OpenAI-compatible APIs, enabling evaluation metrics such as Hallucination with any LLM. Published comprehensive Trace API documentation covering retrieval and updates of trace content (get_trace_content, Opik.trace, Trace.update) and detailing updatable trace attributes. These changes reduce integration friction for new models and improve trace visibility for audits and performance reviews. No major bugs fixed this month.
June 2025
2 Commits • 2 Features
Jun 1, 2025June 2025: Delivered foundational enhancements in comet-ml/opik that broaden LLM interoperability and strengthen traceability. Implemented a pluggable Custom Language Model integration pathway with a guided example and interfaces to integrate OpenAI-compatible APIs, enabling evaluation metrics such as Hallucination with any LLM. Published comprehensive Trace API documentation covering retrieval and updates of trace content (get_trace_content, Opik.trace, Trace.update) and detailing updatable trace attributes. These changes reduce integration friction for new models and improve trace visibility for audits and performance reviews. No major bugs fixed this month.
Activity
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Quality Metrics
Correctness100.0%
Maintainability93.4%
Architecture93.4%
Performance86.6%
AI Usage33.4%
Skills & Technologies
Programming Languages
JavaMarkdownPythonTypeScript
Technical Skills
API IntegrationAPI integrationDocumentationLLM IntegrationPython SDK Developmentbackend developmentfrontend development
Repositories Contributed To
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