post-cortex-embeddings 0.3.0

Embedding engines (Model2Vec static + BERT via Candle + static-hash fallback) and HNSW vector database for post-cortex. Self-contained ML stack — depend on this crate when you need vector search without the full post-cortex orchestrator.
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# THIS FILE IS AUTOMATICALLY GENERATED BY CARGO
#
# When uploading crates to the registry Cargo will automatically
# "normalize" Cargo.toml files for maximal compatibility
# with all versions of Cargo and also rewrite `path` dependencies
# to registry (e.g., crates.io) dependencies.
#
# If you are reading this file be aware that the original Cargo.toml
# will likely look very different (and much more reasonable).
# See Cargo.toml.orig for the original contents.

[package]
edition = "2024"
rust-version = "1.85"
name = "post-cortex-embeddings"
version = "0.3.0"
authors = ["Julius ML"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Embedding engines (Model2Vec static + BERT via Candle + static-hash fallback) and HNSW vector database for post-cortex. Self-contained ML stack — depend on this crate when you need vector search without the full post-cortex orchestrator."
documentation = "https://docs.rs/post-cortex-embeddings"
readme = "README.md"
keywords = [
    "embeddings",
    "vector-search",
    "hnsw",
    "model2vec",
    "bert",
]
categories = [
    "algorithms",
    "data-structures",
    "science",
]
license = "MIT"
repository = "https://github.com/juliusbiascan/post-cortex"
resolver = "2"

[package.metadata.docs.rs]
all-features = true
rustdoc-args = [
    "--cfg",
    "docsrs",
]

[features]
bert = [
    "dep:candle-core",
    "dep:candle-nn",
    "dep:candle-transformers",
    "dep:tokenizers",
    "dep:hf-hub",
]
default = ["model2vec"]
model2vec = ["dep:model2vec-rs"]
otel = []

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

[dependencies.anyhow]
version = "1.0"

[dependencies.arc-swap]
version = "1.7"

[dependencies.async-trait]
version = "0.1"

[dependencies.bincode]
version = "2.0.1"
features = ["serde"]

[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.chrono]
version = "0.4"
features = ["serde"]

[dependencies.crossbeam-queue]
version = "0.3"

[dependencies.dashmap]
version = "6.1"

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

[dependencies.log]
version = "0.4"

[dependencies.model2vec-rs]
version = "0.2"
optional = true

[dependencies.num_cpus]
version = "1.16"

[dependencies.parking_lot]
version = "0.12"

[dependencies.rand]
version = "0.9.2"

[dependencies.rayon]
version = "1.10"

[dependencies.serde]
version = "1.0"
features = ["derive"]

[dependencies.serde_json]
version = "1.0"

[dependencies.thiserror]
version = "2.0"

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

[dependencies.tokio]
version = "1.42"
features = ["full"]

[dependencies.tracing]
version = "0.1"

[dependencies.uuid]
version = "1.11"
features = [
    "v4",
    "serde",
]

[dev-dependencies.proptest]
version = "1.5"

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

[dev-dependencies.tokio-test]
version = "0.4"

[lints.clippy]
doc_lazy_continuation = "allow"
field_reassign_with_default = "allow"
manual_checked_ops = "allow"
manual_div_ceil = "allow"
needless_range_loop = "allow"
result_large_err = "allow"
too_many_arguments = "allow"
type_complexity = "allow"
unnecessary_sort_by = "allow"
useless_vec = "allow"

[lints.rust]
missing_docs = "warn"