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Vector-search

Published on
March 24, 2026
Benchmarking 4 Embedding Models on Real Documents for RAG
rag embeddings benchmarking vector-search
I tested 4 encoders on 141 SEC filings. Voyage led retrieval at half the cost, BGE nearly matched it for free, and this is just the baseline.

Benchmarking 4 Embedding Models on Real Documents for RAG