### Install TinyCortex

Source: https://tinyhumans.gitbook.io/neocortex

Add the tinycortex crate to your Rust project using cargo.

```bash
cargo add tinycortex
```

--------------------------------

### Initialize and Query Memory

Source: https://tinyhumans.gitbook.io/neocortex

Demonstrates creating an in-memory store, inserting a memory record, and performing a text-based search.

```rust
use tinycortex::memory::{InMemoryMemoryStore, MemoryInput, MemoryQuery, MemoryStore};

#[tokio::main]
async fn main() -> anyhow::Result<()> {
    let store = InMemoryMemoryStore::new();

    store
        .insert(MemoryInput::new("preferences", "User prefers dark mode"))
        .await?;

    let hits = store.search(MemoryQuery::text("theme preference")).await?;
    for hit in hits {
        println!("{:.3}  {}", hit.score, hit.record.content);
    }
    Ok(())
}
```

=== COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.