Refactor vector search to utilize Qdrant VectorDB

server/Cargo.toml

@@ -18,7 +18,7 @@ tantivy = "0.26.1"
 tokio = { version = "1.53.1", features = ["full"] }
 tracing = "0.1.44"
 tracing-subscriber = "0.3.23"
-uuid = { version = "1.26.0", features = ["v4"] }
+uuid = { version = "1.26.0", features = ["v4", "v5"] }
 tracing-appender = "0.2.5"
 rmcp = { version = "3.4.0", features = ["server"] }
 thiserror = "2.0.20"