Building production RAG pipelines requires more than wrapping embeddings in a vector database. In this deep dive, we explore document ingestion chunking strategies, hybrid keyword-vector retrieval with cross-encoder rerankers, and continuous evaluation for hallucination reduction.
Verde Engineering•February 15, 2025•1 min read
Building Production-Grade RAG Pipelines for Enterprise Data
Why naive vector search fails in production, and how hybrid search, reranking, and semantic chunking create reliable enterprise AI copilots.
Explore Verde Labs Engineering Capabilities
Looking to build high-performance web platforms or integrate production AI models into your software product?
Let's build
Have an idea worth building?
Let's turn it into software that works. Connect with us directly or start a project brief.