vecboost 0.1.2

High-performance embedding vector service written in Rust
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133

[package]
name = "vecboost"
version = "0.1.2"
edition = "2024"
authors = ["Kirky-X <kirky-x@outlook.com>"]
description = "High-performance embedding vector service written in Rust"
repository = "https://github.com/Kirky-X/vecboost"
documentation = "https://github.com/Kirky-X/vecboost"
homepage = "https://github.com/Kirky-X/vecboost"
license = "MIT"
keywords = ["embedding", "vector", "ml", "ai", "inference"]
categories = ["asynchronous", "science", "web-programming::http-server"]

[dependencies]
# Web Framework
axum = "0.7"
axum-extra = { version = "0.9", features = ["typed-header"] }
tokio = { version = "1.40", features = ["full"] }
tower-http = { version = "0.6", features = ["trace", "cors", "add-extension", "validate-request", "set-header", "timeout"] }

# gRPC support
tonic = "0.12"
prost = "0.13"

# Serialization
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"

# OpenAPI Documentation
utoipa = { version = "5.1", features = ["axum_extras", "chrono", "uuid"] }
utoipa-swagger-ui = { version = "8.0", features = ["axum"] }
uuid = { version = "1.11", features = ["v4", "serde"] }

# Monitoring
prometheus = { version = "0.13", features = ["process"] }
axum-prometheus = "0.7"

# Rate Limiting
async-trait = "0.1"
redis = { version = "1.0.0-rc.5", optional = true, features = ["tokio-comp", "connection-manager"] }

# Configuration
config = "0.14"
toml = "0.8"

# Logging & Tracing
tracing = "0.1"
tracing-subscriber = { version = "0.3", features = ["env-filter"] }

# Error Handling
thiserror = "2.0"
anyhow = "1.0"

# AI & Math
candle-core = { version = "0.9", features = [] }
candle-nn = "0.9"
candle-transformers = "0.9"
hf-hub = "0.3"

# Utilities
ndarray = { version = "0.16", optional = true }
ort = { version = "2.0.0-rc.11", optional = true }

# Utilities
tempfile = "3.14"
futures = "0.3"
sys-info = "0.9"
num_cpus = "1.16"
lru = "0.12"
hashbrown = "0.15"
xxhash-rust = { version = "0.8", features = ["xxh3"] }
chrono = { version = "0.4", features = ["serde"] }
regex = "1.11"
home = "0.5"
reqwest = { version = "0.12", features = ["stream"] }
sha2 = "0.10"
jsonwebtoken = "9.3"
password-hash = { version = "0.5", features = ["rand_core"] }
argon2 = "0.5"
rand = "0.8"
aes-gcm = "0.10"
hex = "0.4"

# CUDA support - only available on Linux with CUDA toolkit
cudarc = { version = "0.18.2", optional = true, default-features = false }

[build-dependencies]
tonic-build = "0.12"

[features]
default = []
cuda = ["candle-core/cuda", "candle-nn/cuda"]
onnx = ["ndarray", "ort"]
metal = ["candle-core/metal", "candle-nn/metal"]
grpc = []
redis = ["dep:redis"]
auth = []

# Platform-specific default features
# macOS defaults to metal support
[target.'cfg(target_os = "macos")'.dependencies]
tokenizers = { version = "0.15", features = ["http"] }

# Linux defaults to CUDA support
[target.'cfg(target_os = "linux")'.dependencies]
# Default to CUDA feature on Linux

# Windows defaults to CUDA support
[target.'cfg(target_os = "windows")'.dependencies]
# Default to CUDA feature on Windows

[profile.dev]
opt-level = 1

[[example]]
name = "gpu_basic_device_test"
path = "examples/gpu/basic_device_test.rs"
required-features = ["cuda"]

[[example]]
name = "gpu_candle_engine_test"
path = "examples/gpu/candle_engine_test.rs"
required-features = ["cuda"]

[[example]]
name = "gpu_onnx_engine_test"
path = "examples/gpu/onnx_engine_test.rs"
required-features = ["cuda", "onnx"]

[[example]]
name = "gpu_performance_comparison"
path = "examples/gpu/performance_comparison.rs"
required-features = ["cuda", "onnx"]