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embeddings
Structure ambiguous data into discrete question:answer pairs and generate associated embeddings for similarity querying via Faiss or similar.
screenshots-pagepixels
Take immediate screenshots, create scheduled screenshots, take multi-step screenshots (click links, complete forms, login to websites), and get change notifications using the PagePixels Screenshot API python wrapper.