semantic search

2 posts tagged with this topic

March 26, 2026

Gemini Embedding 2 vs. BGE-M3: A Deep Dive Comparison for Semantic Search

Google's new natively multimodal Gemini Embedding 2 is powerful, but how does it stack up against the multilingual retrieval specialist, BGE-M3? See a detailed feature comparison here.

gemini gemini-embedding-2 bge-m3 embeddings ai models semantic search vector databases llm rag

March 25, 2026

Supabase S3 Vector Buckets vs. Postgres Indexes: A Deep Dive

Supabase's new S3-compatible Vector Buckets offer a different approach to vector storage compared to traditional in-Postgres methods like HNSW or IVFFlat. See a direct comparison of speed, cost, and scale.

supabase vector database s3 hnsw ivfflat vector search semantic search postgres llm rag