# Filtering and detailed queries
The small `search` method returns IDs, scores, and payloads. Use the detailed
collection API when a search needs filters, vectors, roots, or execution stats:
```rust,no_run
use git_vdb::{open, Condition, Filter, Point, Query};
use serde_json::json;
fn main() -> git_vdb::Result<()> {
let docs = open("./vectors.git")?.collection("docs");
docs.upsert([
Point::new("guide", [1.0, 0.0]).with_metadata(json!({"kind": "docs"}))?,
Point::new("code", [0.9, 0.1]).with_metadata(json!({"kind": "source"}))?,
])?;
let result = docs.query(
Query::new([1.0, 0.0], 5)
.with_filter(Filter::must([Condition::matches("kind", "docs")]))
.with_payload(),
)?;
assert_eq!(result.points[0].id.to_string(), "guide");
Ok(())
}
```
Filters support equality, numeric ranges, existence, inclusion/exclusion sets,
array containment, stored-document substring/regex matching, typed IDs, and
nested Boolean conditions. Detailed results also identify the immutable root and
report how much exact or approximate work was performed.