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Multi-vector retriever and multimodal for RAG

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Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
E2EQoS		E2EQoS
LLaMA2		LLaMA2
LLaVA		LLaVA
Masterpieces		Masterpieces
WildfireStatistics		WildfireStatistics
llama.cpp		llama.cpp
.gitignore		.gitignore
MultimodalRAG.ipynb		MultimodalRAG.ipynb
Multimodal_RAG_GPT4V.ipynb		Multimodal_RAG_GPT4V.ipynb
README.md		README.md
Semi_structured_RAG.ipynb		Semi_structured_RAG.ipynb
Semi_structured_and_multi_modal_RAG.ipynb		Semi_structured_and_multi_modal_RAG.ipynb
TextRAG.ipynb		TextRAG.ipynb
multi-vector-retriever.png		multi-vector-retriever.png
multimodel-and-multi-vector-retriever.png		multimodel-and-multi-vector-retriever.png

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Advanced RAG

References

Semi-structured RAG

https://github.com/langchain-ai/langchain/blob/master/cookbook/Semi_Structured_RAG.ipynb

Semi-structured and Multi-modal RAG

https://github.com/langchain-ai/langchain/blob/master/cookbook/Semi_structured_and_multi_modal_RAG.ipynb

llama.cpp

https://github.com/ggerganov/llama.cpp

ggml_llava-v1.5-7b

https://huggingface.co/mys/ggml_llava-v1.5-7b/tree/main

Multi-Vector Retriever for RAG on Tables, Text, and Images

https://blog.langchain.dev/semi-structured-multi-modal-rag/

Multimodal RAG using Langchain Expression Language And GPT4-Vision

https://medium.aiplanet.com/multimodal-rag-using-langchain-expression-language-and-gpt4-vision-8a94c8b02d21

Ensemble Retriever

https://python.langchain.com/docs/modules/data_connection/retrievers/ensemble