Summary
Provided fully managed vector database infrastructure to ground generative AI applications in proprietary and real‑time data. Enabled semantic and hybrid search to support retrieval‑augmented generation, AI search, and intelligent agents. Reduced hallucinations and improved response reliability by supplying relevant context to language models. Delivered scalable, secure infrastructure that abstracted complexity for enterprise AI deployment.