pub struct FaissGpuIndex { /* private fields */ }Expand description
FAISS GPU-accelerated index
Implementations§
Source§impl FaissGpuIndex
impl FaissGpuIndex
Sourcepub async fn new(
faiss_config: FaissConfig,
gpu_config: FaissGpuConfig,
) -> Result<Self>
pub async fn new( faiss_config: FaissConfig, gpu_config: FaissGpuConfig, ) -> Result<Self>
Create a new GPU-accelerated FAISS index
Sourcepub async fn search_gpu(
&self,
query_vectors: Vec<Vec<f32>>,
k: usize,
search_params: FaissSearchParams,
) -> Result<Vec<Vec<(String, f32)>>>
pub async fn search_gpu( &self, query_vectors: Vec<Vec<f32>>, k: usize, search_params: FaissSearchParams, ) -> Result<Vec<Vec<(String, f32)>>>
Perform GPU-accelerated search
Sourcepub async fn add_vectors_gpu(
&self,
vectors: Vec<Vec<f32>>,
ids: Vec<String>,
) -> Result<()>
pub async fn add_vectors_gpu( &self, vectors: Vec<Vec<f32>>, ids: Vec<String>, ) -> Result<()>
Add vectors with GPU acceleration
Sourcepub fn get_gpu_stats(&self) -> Result<GpuPerformanceStats>
pub fn get_gpu_stats(&self) -> Result<GpuPerformanceStats>
Get GPU performance statistics
Auto Trait Implementations§
impl Freeze for FaissGpuIndex
impl RefUnwindSafe for FaissGpuIndex
impl Send for FaissGpuIndex
impl Sync for FaissGpuIndex
impl Unpin for FaissGpuIndex
impl UnwindSafe for FaissGpuIndex
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