[package]
edition = "2021"
name = "fastembed"
version = "5.9.0"
authors = [
"Anush008 <anushshetty90@gmail.com>",
"Josh Niemelä <josh@jniemela.dk>",
"GrisiaEvy <a115020115@gmail.com>",
"George MacKerron <georgemackerron@neon.tech>",
"Timon Vonk <mail@timonv.nl>",
"Luya Wang <luya.wang@qq.com>",
"Tri <tri@triandco.com>",
"Denny Wong <denwong47@hotmail.com>",
"Alex Rozgo <alex.rozgo@gmail.com>",
]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Library for generating vector embeddings, reranking locally."
homepage = "https://crates.io/crates/fastembed"
documentation = "https://docs.rs/fastembed"
readme = "README.md"
license = "Apache-2.0"
repository = "https://github.com/Anush008/fastembed-rs"
[features]
accelerate = [
"qwen3",
"dep:accelerate-src",
"candle-core/accelerate",
"candle-nn/accelerate",
]
cuda = [
"qwen3",
"candle-core/cuda",
"candle-nn/cuda",
]
cudnn = [
"qwen3",
"candle-core/cudnn",
"candle-nn/cudnn",
"cuda",
]
default = [
"ort-download-binaries-native-tls",
"hf-hub-native-tls",
"image-models",
]
hf-hub = [
"dep:hf-hub",
"hf-hub?/ureq",
]
hf-hub-native-tls = [
"hf-hub",
"hf-hub?/native-tls",
]
hf-hub-rustls-tls = [
"hf-hub",
"hf-hub?/rustls-tls",
]
image-models = ["image"]
metal = [
"qwen3",
"candle-core/metal",
"candle-nn/metal",
]
mkl = [
"qwen3",
"dep:intel-mkl-src",
"candle-nn/mkl",
"candle-core/mkl",
]
online = ["hf-hub-native-tls"]
optimum-cli = []
ort-download-binaries = ["ort-download-binaries-native-tls"]
ort-download-binaries-native-tls = [
"ort/download-binaries",
"ort/tls-native",
]
ort-download-binaries-rustls-tls = [
"ort/download-binaries",
"ort/tls-rustls",
]
ort-load-dynamic = ["ort/load-dynamic"]
qwen3 = [
"dep:candle-core",
"dep:candle-nn",
"hf-hub",
]
[lib]
name = "fastembed"
path = "src/lib.rs"
[[test]]
name = "bgem3_comparison"
path = "tests/bgem3_comparison.rs"
[[test]]
name = "image-embeddings"
path = "tests/image-embeddings.rs"
[[test]]
name = "optimum_cli_export"
path = "tests/optimum_cli_export.rs"
[[test]]
name = "qwen3"
path = "tests/qwen3.rs"
[[test]]
name = "text-embeddings"
path = "tests/text-embeddings.rs"
[dependencies.accelerate-src]
version = "0.3.2"
optional = true
[dependencies.anyhow]
version = "1"
[dependencies.candle-core]
version = "0.9.1"
optional = true
[dependencies.candle-nn]
version = "0.9.1"
optional = true
[dependencies.hf-hub]
version = "0.4.1"
optional = true
default-features = false
[dependencies.image]
version = "0.25.2"
optional = true
[dependencies.intel-mkl-src]
version = "0.8.1"
optional = true
[dependencies.ndarray]
version = "0.17"
default-features = false
[dependencies.ort]
version = "=2.0.0-rc.11"
features = [
"ndarray",
"std",
]
default-features = false
[dependencies.safetensors]
version = "0.7"
[dependencies.serde]
version = "1"
features = ["derive"]
[dependencies.serde_json]
version = "1"
[dependencies.tokenizers]
version = "0.22.0"
features = ["onig"]
default-features = false