廖彥穎, congratulations on completing Building and Evaluating Advanced RAG!

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廖彥穎, congratulations on completing Building and Evaluating Advanced RAG!

Short Course

Building and Evaluating Advanced RAG

Learn advanced RAG retrieval methods like sentence-window and auto-merging that outperform baselines, and evaluate and iterate on your pipeline's performance.

AI Frameworks Evaluation and Monitoring GenAI Applications LLMOps RAG Search and Retrieval

TruEra, LlamaIndex

100% Completed

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Introduction
Video
・
4 mins

Advanced RAG Pipeline
Video with Code Example
・
15 mins

RAG Triad of metrics
Video with Code Example
・
42 mins

Sentence-window retrieval
Video with Code Example
・
29 mins

Auto-merging retrieval
Video with Code Example
・
21 mins

Conclusion
Video
・
1 mins