#Embeddings

Vector embeddings for semantic search, similarity matching, and AI applications.

2 Articles

Articles

Vector Databases Compared: pgvector vs Pinecone vs Weaviate

AI Engineering•Mar 2•9 min read

Vector Databases Compared: pgvector vs Pinecone vs Weaviate

Compare pgvector, Pinecone, Weaviate, Qdrant, Milvus, and Chroma on performance, cost, and operational fit with real code and benchmarks.

BackendBytes Engineering Team

Building Production RAG Pipelines: Chunking, Embeddings, and Retrieval at Scale

AI Engineering•Mar 1•18 min read

Building Production RAG Pipelines: Chunking, Embeddings, and Retrieval at Scale

Build RAG systems that work in production: chunking strategies, embedding selection, pgvector ops, and retrieval quality evaluation.

BackendBytes Engineering Team