I do that in psql and it works really well. But your post got me thinking since I need to find a solution to store content of multiple documents, have a way to do FTS as well as vector similarity. I dont need that for all of the documents at once - I need to do it either for one document or at most couple of documents.
Now I'm thinking I could have a separate database file per "batch", store it in object storage and then download on demand and query it as I want. This way I'll not bloat my primary storage size as well as I dont need a special vector DB since sqlite vector search will be enough for up to 50k vectors.
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I do that in psql and it works really well. But your post got me thinking since I need to find a solution to store content of multiple documents, have a way to do FTS as well as vector similarity. I dont need that for all of the documents at once - I need to do it either for one document or at most couple of documents.
Now I'm thinking I could have a separate database file per "batch", store it in object storage and then download on demand and query it as I want. This way I'll not bloat my primary storage size as well as I dont need a special vector DB since sqlite vector search will be enough for up to 50k vectors.