Lifecycle, licence, release, pricing and hosting changes to Databricks Vector Search (now Databricks AI Search) in the AI Agent Infrastructure Landscape. https://mrpeppersdev.github.io/agent-infrastructure-landscape/feeds/databricks-vector-search--databricks-com.xml 2026-10-29T00:00:00Z AI Agent Infrastructure Landscape https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/databricks-vector-search--databricks-com#2026-10-29-a5ff184341 2026-10-29T00:00:00Z

Name: “Databricks Vector Search” → “Databricks Vector Search (now Databricks AI Search)”. Homepage: “https://www.databricks.com/product/machine-learning/vector-search” → “https://www.databricks.com/product/artificial-intelligence/ai-search”. Source change: https://github.com/MrPeppersDev/agent-infrastructure-landscape/pull/305

https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/databricks-vector-search--databricks-com#2026-10-27-c03cb88bcd 2026-10-27T00:00:00Z

Pricing: “Pay-per-use” → “Pay-per-use DBUs — Standard $0.28/hour per unit (2M 768-dim vectors, 4 DBU/hour); Storage Optimized $1.28/hour per unit (64M vectors, 18.29 DBU/hour), effective US East prices”. MCP support: “via official adapter — Databricks MCP” → “yes — Databricks managed MCP server for AI Search indexes (/api/2.0/mcp/ai-search/{catalog}/{schema}/{index})”. Source change: https://github.com/MrPeppersDev/agent-infrastructure-landscape/pull/274