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Automated evaluation of LLM apps with the azure-ai-generative SDK
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Automated Evaluation of LLM Apps with Azure AI-Generative SDK
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- 1 Automated evaluation of LLM apps with the azure-ai-generative SDK
- 2 Types of LLM apps
- 3 Prompt-only LLM app
- 4 Retrieval Augmented Generation RAG LLM app
- 5 RAG flow
- 6 Are the answers high quality?
- 7 LLM Ops for LLM Apps
- 8 Experimenting with quality factors
- 9 AI RAG Chat Evaluator: https://aka.ms/rag/eval
- 10 Ground truth data
- 11 Evaluation
- 12 Evaluation approach
- 13 Improving ground truth data sets
- 14 Next steps
