GitHub - a-agmon/dfembeder: DF Embedder is a high-performance Python library (with a Rust backend) for indexing and embedding Apache Arrow compatible DataFrames (like Polars or Pandas) into low latency vector databases based on Lance files. - discu.eu

Reddit

DF Embedder - A high-performance library for embedding dataframes into local vector db https://github.com/a-agmon/dfembeder 2 comments 16/4/2025 python

Linked pages

GitHub - lancedb/lance: Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming.. https://github.com/lancedb/lance 21 comments
Train 400x faster Static Embedding Models with Sentence Transformers https://huggingface.co/blog/static-embeddings 1 comment

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