Crate qail_qdrant 

QAIL Vector Bridge for Qdrant.

qail-qdrant provides Qdrant vector search, collection, upsert, delete, and payload filter operations with QAIL-compatible filter semantics.

This crate does not use SQL. The SQL string/SQL bytes distinction applies to the PostgreSQL crates (qail-core and qail-pg), while this crate maps filter intent to Qdrant request models.

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 decoder::ScrollResult;

pub use driver::QdrantDriver;

pub use encoder::FieldType;

pub use error::QdrantError;

pub use error::QdrantResult;

pub use point::MultiVectorPoint;

pub use point::Payload;

pub use point::PayloadValue;

pub use point::Point;

pub use point::PointId;

pub use point::ScoredPoint;

pub use point::SparseVector;

pub use point::VectorData;

pub use pool::PoolConfig;

pub use pool::PooledConnection;

pub use pool::QdrantPool;

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.