Crate qail_qdrant 

QAIL driver for Qdrant vector database.

⚠️ BETA - This crate is under active development. API may change.

Native Rust driver with zero-copy gRPC and AST-based query building.

Example

use qail_core::prelude::*;
use qail_qdrant::QdrantDriver;

let driver = QdrantDriver::connect("localhost", 6334).await?;

// Vector similarity search
let results = driver.search("products", &embedding, 10, None).await?;

Re-exports

pub use driver::QdrantDriver;

pub use error::QdrantError;

pub use error::QdrantResult;

pub use point::Point;

pub use point::PointId;

pub use point::Payload;

pub use point::SparseVector;

pub use point::VectorData;

pub use point::MultiVectorPoint;

pub use pool::QdrantPool;

pub use pool::PoolConfig;

pub use pool::PooledConnection;

Modules

decoder

Zero-copy Protobuf decoder for Qdrant gRPC responses.

driver

gRPC-based Qdrant driver with zero-copy encoding.

encoder

Zero-copy Protobuf encoder for Qdrant gRPC protocol.

error

Error types for Qdrant driver.

point

Point and payload types for Qdrant.

pool

Connection pool for Qdrant gRPC driver.

prelude

Re-export qail-core prelude for convenience.

protocol

Qdrant REST/JSON protocol encoding.

transport

gRPC transport for Qdrant using HTTP/2.

Enums

Distance

Distance metrics for vector similarity.