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MultiVector Retriever
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MultiVector Retriever

Creator
Creator
Seonglae Cho
Created
Created
2023 Dec 15 16:1
Editor
Editor
Seonglae Cho
Edited
Edited
2025 Jan 25 22:42
Refs
Refs

Currently, use LLM text summary not real
Vision Model
embedding

notion image
notion image
 
 
 
 
Multi-Vector Retriever for RAG on tables, text, and images
Summary Seamless question-answering across diverse data types (images, text, tables) is one of the holy grails of RAG. We’re releasing three new cookbooks that showcase the multi-vector retriever for RAG on documents that contain a mixture of content types. These cookbooks as also present a few ideas for pairing
Multi-Vector Retriever for RAG on tables, text, and images
https://blog.langchain.dev/semi-structured-multi-modal-rag/
Multi-Vector Retriever for RAG on tables, text, and images
MultiVector Retriever | πŸ¦œοΈπŸ”— Langchain
It can often be beneficial to store multiple vectors per document. There
MultiVector Retriever | πŸ¦œοΈπŸ”— Langchain
https://python.langchain.com/docs/modules/data_connection/retrievers/multi_vector
MultiVector Retriever | πŸ¦œοΈπŸ”— Langchain
MultiVector Retriever | πŸ¦œοΈπŸ”— Langchain
It can often be beneficial to store multiple vectors per document.
MultiVector Retriever | πŸ¦œοΈπŸ”— Langchain
https://js.langchain.com/docs/modules/data_connection/retrievers/how_to/multi-vector-retriever
MultiVector Retriever | πŸ¦œοΈπŸ”— Langchain
 
 
 

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MultiVector Retriever
Copyright Seonglae Cho