RAG & AI Evaluation Metric #AI #RAG #TopKAccuracy #AIEvaluation #AIEngineering #AIAgents

No matter how advanced your RAG pipeline or AI agent system is, one question always matters during evaluation:

Did the system retrieve the correct information?

This is where Top-K Accuracy (Hit Rate) comes in.

In this short video, you’ll quickly learn:
• What Top-K Accuracy means
• How AI systems evaluate retrieval results
• Why it is important for RAG pipelines and AI agents

Example explained:
If you test 100 queries and the correct answer appears in the Top-5 results for 80 queries, then:

Top-5 Accuracy = 80 / 100 = 80%

And that’s how we measure whether the system is retrieving the right knowledge.

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Видео RAG & AI Evaluation Metric #AI #RAG #TopKAccuracy #AIEvaluation #AIEngineering #AIAgents канала SummarizedAI