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In this Video I will show you multiple techniques to improve RAG Applications. We will have a look at ParentDocumentRetrievers, MultiQueryRetrievers, Ensemble Retrievers, Document Compressors, Self-Querying and Time Weighted VectorStore Retrivers
Github: github.com/Cod...
Timestamps
0:00 Introduction
0:55 Chunksize Experiment
5:45 ParentDocumentRetriever
7:15 MultiQueryRetriever
10:18 Contextual Compression
15:35 Emsemble Retriever
17:29 Self-Querying Retriever
21:10 Time-weighted VectorStore Retriever