Neopolis Akademy · Free AI training

Continuous Improvement

Continuous improvement for RAG systems: regression tests, human feedback and annotation workflows, experiment tracking and release gates, and reporting to product and business stakeholders.

Advanced RAG and Evaluation Specialist

Course overview

Continuous improvement for RAG systems: regression tests, human feedback and annotation workflows, experiment tracking and release gates, and reporting to product and business stakeholders.

Details regression-test design to monitor RAG quality and prevent unintended regressions from changes.

Covers human feedback loops and annotation workflows to gather quality signals and prioritize fixes.

Explains experiment tracking, release gate definition, and how to structure clear reports for product and business stakeholders.

4lessons
4lessons
20activities
0exercises
3videos

Skills and topics covered

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