In this video, we are going to be using OpenSearch and Cohere's Reranker endpoint to implement a minimal Retrieval augmented generation system that is able to perform question answering.
Code from the video: github.com/jankrepl/mildlyove...
Cohere blogpost: txt.cohere.com/rerank/
00:00 Intro
00:52 RAG with embeddings (semantic search)
03:16 RAG with reranking
05:06 Deploying OpenSearch locally
06:02 OpenSearch endpoints in Postman
09:41 Cohere endpoints in Postman
13:04 [code] Loading data into OpenSearch
18:43 [code] Writing RAG logic
33:21 [code] Prepared questions
40:39 Outro
Негізгі бет Ғылым және технология Retrieval augmented generation with OpenSearch and reranking
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