Hello guys, I have a data source from where I embedd the files. But at the moment it embedds everything whenever a new file is added in the folder. How can I only embedd the new file push the new data into current vector store. And one more thing. I am embedding pdfs and doc files. They have images too. How can embedd the images as well. Is it possible to embedd everything in one single vector store. So I can query about the images as well?
index.insert(document) or index.insert_nodes(nodes) if you want to put into an existing index
You can't embed everything in a single store, since image embeddings typically use a model optimized for images (like clip), and the vectors for images aren't comparable to text
