Scalable LLM-as-Judge: Automating Agent Evaluation Directly in BigQuery
📰 Medium · LLM
Automate agent evaluation using LLM-as-Judge in BigQuery for scalable CI/CD pipelines
Action Steps
- Use BigQuery Agent Analytics to collect production traces
- Apply AI.GENERATE to automate agent evaluation
- Configure BigQuery to gate CI on agent evaluation results
- Test the automated agent evaluation pipeline
- Compare the results with manual evaluation methods
Who Needs to Know This
Data engineers and DevOps teams can benefit from automating agent evaluation, improving the efficiency of their CI/CD pipelines
Key Insight
💡 LLM-as-Judge can be used to automate agent evaluation, reducing manual effort and improving scalability
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🚀 Automate agent evaluation with LLM-as-Judge in BigQuery! 📈
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