Lance is a modern columnar data format optimized for ML workflows and datasets. Convert from parquet to 100x faster random access, vector indexing, data versioning, and more in just two lines of code. Compatible with pandas, duckdb, polars, pyarrow, with more integrations on the way. Versioning, querying, and training can be done easily and quickly. It is designed to work with images, video, 3D point clouds, audio, and of course tabular data. It supports any POSIX file system, as well as cloud storage such as AWS S3 and Google Cloud Storage. Lance is great for: Building searches…

#Columnar #Data #Formats #LLM #Lance

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