Transform files in S3 to Pinecone with Unstructured Platform with no code
Blog post from Unstructured
The text provides a concise guide on transforming unstructured data from an S3 bucket into a Pinecone vector database using the Unstructured Platform, highlighting the ease and efficiency of this process with a no-code ETL approach. It details the creation of a source connector for S3 and a destination connector for Pinecone, specifying the embedding dimensions for optimal setup, and emphasizes the use of a VLM transformation strategy for handling complex PDFs with images, code, and formulas. The process involves setting up a workflow that efficiently processes new documents without reprocessing existing ones, demonstrating how 1,290 files were structured in just 10 minutes, illustrating the platform's capability to handle large-scale data transformation swiftly.