Want to Search for Something With an Image and a Text Description? Try a Multimodal RAG | HackerNoon
Briefly

from Hackernoon2 years ago
Businesses require the ability to compare data in disparate formats, as traditional AI systems constrained to a single data type cannot provide the needed insights.
Hackernoonhttps://hackernoon.com/want-to-search-for-something-with-an-image-and-a-text-description-try-a-multimodal-rag
Multimodal systems process multiple types of data to deliver context-aware responses, allowing AI to utilize a variety of information formats like text, images, and audio.
Hackernoonhttps://hackernoon.com/want-to-search-for-something-with-an-image-and-a-text-description-try-a-multimodal-rag
Milvus is an open-source, high-performance vector database that enables developers to manage and query large-scale vector data efficiently, enhancing capabilities in AI applications.
Hackernoonhttps://hackernoon.com/want-to-search-for-something-with-an-image-and-a-text-description-try-a-multimodal-rag
Developers can easily build multimodal RAG systems using Milvus to perform similarity searches, particularly with text and image data, refining AI outputs.
Hackernoonhttps://hackernoon.com/want-to-search-for-something-with-an-image-and-a-text-description-try-a-multimodal-rag
Read at Hackernoon
#multimodal-systems #rag #milvus #ai-development #vector-databases
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