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# BGE-M3

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2026-11-01

We Fed 50GB of Work Documents to a Local AI: This 36k-Star Open-Source Tool Finds Exact Lines Offline in 3 Seconds

[Hardcore Tech Lab Test] What happens when you feed 50GB (14,200 PDFs, Word contracts, and Excel sheets) into AnythingLLM paired with the open-source BGE-M3 embedding model on a standard 16GB RAM PC with the ethernet cable unplugged? Here are the full benchmark results on indexing speed, citation accuracy, and VRAM usage.

We Fed 50GB of Work Documents to a Local AI: This 36k-Star Open-Source Tool Finds Exact Lines Offline in 3 Seconds