embedd 0.1.0

Embedding interfaces + local backends (Candle/HF).
Documentation
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[package]
edition = "2021"
rust-version = "1.80"
name = "embedd"
version = "0.1.0"
authors = ["Arc <attobop@gmail.com>"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Embedding interfaces + local backends (Candle/HF)."
homepage = "https://github.com/arclabs561/embedd"
documentation = "https://docs.rs/embedd"
readme = "README.md"
keywords = [
    "embeddings",
    "nlp",
    "inference",
    "candle",
]
categories = [
    "science",
    "text-processing",
]
license = "MIT OR Apache-2.0"
repository = "https://github.com/arclabs561/embedd"

[features]
all = [
    "candle-hf",
    "openai",
    "tei",
    "hf-inference",
    "fastembed",
    "ort-tokenizers",
    "burn-backend",
    "siglip",
    "serde",
    "async-openai",
    "async-tei",
    "async-hf-inference",
    "qdrant",
]
async-hf-inference = [
    "dep:reqwest",
    "dep:tokio",
    "dep:serde",
]
async-openai = [
    "dep:reqwest",
    "dep:tokio",
    "dep:serde",
]
async-tei = [
    "dep:reqwest",
    "dep:tokio",
]
burn-backend = ["dep:burn"]
candle-hf = [
    "dep:candle-core",
    "dep:candle-nn",
    "dep:candle-transformers",
    "dep:hf-hub",
    "dep:tokenizers",
]
cli = ["dep:clap"]
default = []
fastembed = ["dep:fastembed"]
hf-inference = [
    "dep:ureq",
    "dep:serde",
]
openai = [
    "dep:ureq",
    "dep:serde",
]
ort-tokenizers = [
    "dep:ort",
    "dep:tokenizers",
]
qdrant = [
    "dep:qdrant-client",
    "dep:tokio",
]
serde = ["dep:serde"]
siglip = []
tei = ["dep:ureq"]

[lib]
name = "embedd"
path = "src/lib.rs"

[[bin]]
name = "embedd"
path = "src/bin/embedd.rs"
required-features = ["cli"]

[[example]]
name = "backend_compare"
path = "examples/backend_compare.rs"

[[example]]
name = "backend_matrix"
path = "examples/backend_matrix.rs"

[[example]]
name = "batched_embed"
path = "examples/batched_embed.rs"
required-features = ["fastembed"]

[[example]]
name = "hello_embed"
path = "examples/hello_embed.rs"
required-features = ["fastembed"]

[[example]]
name = "semantic_search"
path = "examples/semantic_search.rs"
required-features = ["fastembed"]

[[example]]
name = "sparse_retrieval"
path = "examples/sparse_retrieval.rs"
required-features = ["fastembed"]

[[test]]
name = "arch_detection"
path = "tests/arch_detection.rs"

[[test]]
name = "batching"
path = "tests/batching.rs"

[[test]]
name = "cli_contract"
path = "tests/cli_contract.rs"

[[test]]
name = "e2e_qdrant"
path = "tests/e2e_qdrant.rs"

[[test]]
name = "integration_hf_inference"
path = "tests/integration_hf_inference.rs"

[[test]]
name = "integration_http"
path = "tests/integration_http.rs"

[[test]]
name = "normalization_policy"
path = "tests/normalization_policy.rs"

[[test]]
name = "output_dim_policy"
path = "tests/output_dim_policy.rs"

[[test]]
name = "prompted_embedder"
path = "tests/prompted_embedder.rs"

[[test]]
name = "property_core"
path = "tests/property_core.rs"

[[test]]
name = "property_modalities"
path = "tests/property_modalities.rs"

[[test]]
name = "property_safetensors"
path = "tests/property_safetensors.rs"

[[bench]]
name = "embedd_bench"
path = "benches/embedd_bench.rs"
harness = false

[dependencies.anyhow]
version = "1.0"

[dependencies.burn]
version = "0.20.0"
optional = true

[dependencies.candle-core]
version = "0.9"
optional = true

[dependencies.candle-nn]
version = "0.9"
optional = true

[dependencies.candle-transformers]
version = "0.9"
optional = true

[dependencies.clap]
version = "4.5"
features = ["derive"]
optional = true

[dependencies.fastembed]
version = "5.8.1"
optional = true

[dependencies.hf-hub]
version = "0.4"
optional = true

[dependencies.innr]
version = "0.1.8"

[dependencies.once_cell]
version = "1.19"

[dependencies.ort]
version = "2.0.0-rc.11"
optional = true

[dependencies.qdrant-client]
version = "1.16"
optional = true

[dependencies.reqwest]
version = "0.12"
features = [
    "json",
    "rustls-tls",
]
optional = true
default-features = false

[dependencies.serde]
version = "1.0"
features = [
    "derive",
    "derive",
]
optional = true

[dependencies.serde_json]
version = "1.0"

[dependencies.tokenizers]
version = "0.22"
optional = true

[dependencies.tokio]
version = "1"
features = ["rt"]
optional = true

[dependencies.ureq]
version = "2.10"
features = ["json"]
optional = true

[dev-dependencies.assert_cmd]
version = "2.0"

[dev-dependencies.criterion]
version = "0.7"

[dev-dependencies.predicates]
version = "3.0"

[dev-dependencies.proptest]
version = "1.9"

[dev-dependencies.tokio]
version = "1"
features = [
    "rt",
    "rt",
    "macros",
]