ruvector-core 2.3.0

High-performance Rust vector database core with HNSW indexing
Documentation
[package]
name = "ruvector-core"
version.workspace = true
edition.workspace = true
rust-version.workspace = true
license.workspace = true
authors.workspace = true
repository.workspace = true
readme = "README.md"
description = "High-performance Rust vector database core with HNSW indexing"

[dependencies]
# Core functionality
redb = { workspace = true, optional = true }
memmap2 = { workspace = true, optional = true }
hnsw_rs = { workspace = true, optional = true }
simsimd = { workspace = true, optional = true }
rayon = { workspace = true, optional = true }
crossbeam = { workspace = true, optional = true }

# Serialization
rkyv = { workspace = true }
bincode = { workspace = true }
serde = { workspace = true }
serde_json = { workspace = true }

# Error handling
thiserror = { workspace = true }
anyhow = { workspace = true }
tracing = { workspace = true }

# Math and numerics
ndarray = { workspace = true, features = ["serde"] }
rand = { workspace = true }
rand_distr = { workspace = true }

# Performance
dashmap = { workspace = true }
parking_lot = { workspace = true }
once_cell = { workspace = true }

# Time and UUID
chrono = { workspace = true }
uuid = { workspace = true, features = ["v4"] }

# HTTP client for API embeddings (not available in WASM)
reqwest = { version = "0.12", default-features = false, features = ["blocking", "json", "rustls-tls"], optional = true }

# ONNX Runtime for local semantic embeddings (not available in WASM)
ort = { version = "2.0.0-rc.9", optional = true }

# Tokenizers for ONNX models
tokenizers = { version = "0.20", default-features = false, features = ["onig"], optional = true }

# HuggingFace Hub for model downloads
hf-hub = { version = "0.4", optional = true }

# Native (pure-Rust) local embeddings via lattice-embed (not available in WASM).
# NOTE: lattice-embed 0.6 requires Rust >= 1.93 (edition 2024). Cargo cannot
# express a per-feature `rust-version`, so enabling the `lattice-embeddings`
# feature raises the effective MSRV above this crate's workspace-inherited
# 1.77 for anyone who turns it on. The default build is unaffected.
lattice-embed = { version = "0.6", optional = true }
tokio = { workspace = true, optional = true }

[dev-dependencies]
criterion = { workspace = true }
proptest = { workspace = true }
mockall = { workspace = true }
tempfile = "3.13"
tracing-subscriber = { workspace = true }

[[bench]]
name = "distance_metrics"
harness = false

[[bench]]
name = "hnsw_search"
harness = false

[[bench]]
name = "quantization_bench"
harness = false

[[bench]]
name = "batch_operations"
harness = false

[[bench]]
name = "comprehensive_bench"
harness = false

[[bench]]
name = "real_benchmark"
harness = false

[[bench]]
name = "bench_simd"
harness = false

[[bench]]
name = "bench_memory"
harness = false

# Feature-gated: only built when `lattice-embeddings` is enabled, since it uses
# the LatticeEmbedding provider (which is behind that feature).
[[example]]
name = "lattice_embedding_example"
required-features = ["lattice-embeddings"]

[features]
default = ["simd", "simd-avx512", "storage", "hnsw", "api-embeddings", "parallel"]
simd = ["simsimd"]  # SIMD acceleration (not available in WASM)
# AVX-512 intrinsics. Requires Rust >= 1.89 (where avx512f stabilized).
# Downstream consumers on older stable (1.77–1.88) can opt out:
#   --no-default-features --features simd,storage,hnsw,api-embeddings,parallel
# See issue #438.
simd-avx512 = []
parallel = ["rayon", "crossbeam"]  # Parallel processing (not available in WASM)
storage = ["redb", "memmap2"]  # File-based storage (not available in WASM)
hnsw = ["hnsw_rs"]  # HNSW indexing (not available in WASM due to mmap dependency)
memory-only = []  # Pure in-memory storage for WASM
uuid-support = []  # Deprecated: uuid is now always included
real-embeddings = []  # Feature flag for embedding provider API (use ApiEmbedding for production)
api-embeddings = ["reqwest"]  # API-based embeddings (not available in WASM)
onnx-embeddings = ["ort", "tokenizers", "hf-hub"]  # ONNX-based local embeddings (not available in WASM)
lattice-embeddings = ["dep:lattice-embed", "dep:tokio"]  # Native pure-Rust local embeddings via lattice-embed (not available in WASM)

[lib]
crate-type = ["rlib"]
bench = false

# Workspace cleanup pass: research-tier crate, doc/style churn deferred. Correctness + suspicious lints stay denied.
[lints.rust]
unexpected_cfgs = { level = "allow", priority = -1 }
unused_imports = "allow"
dead_code = "allow"
unused_variables = "allow"
unused_mut = "allow"

unused_assignments = "allow"
unused_must_use = "allow"
missing_docs = "allow"
unsafe_op_in_unsafe_fn = "allow"
unused_parens = "allow"
unused_comparisons = "allow"
non_local_definitions = "allow"
static_mut_refs = "allow"
non_camel_case_types = "allow"
deprecated = "allow"
ambiguous_glob_reexports = "allow"
non_upper_case_globals = "allow"
unused_doc_comments = "allow"
unused_unsafe = "allow"
unreachable_patterns = "allow"
suspicious_double_ref_op = "allow"

[lints.clippy]
pedantic = { level = "allow", priority = -2 }
correctness = { level = "deny", priority = -1 }
suspicious = { level = "deny", priority = -1 }
needless_range_loop = "allow"
needless_borrow = "allow"
needless_borrows_for_generic_args = "allow"
needless_update = "allow"
needless_bool = "allow"
needless_pass_by_value = "allow"
manual_div_ceil = "allow"
manual_is_multiple_of = "allow"
manual_range_contains = "allow"
manual_clamp = "allow"
manual_checked_ops = "allow"
manual_let_else = "allow"
manual_memcpy = "allow"
manual_repeat_n = "allow"
manual_contains = "allow"
manual_flatten = "allow"
manual_abs_diff = "allow"
manual_slice_size_calculation = "allow"
redundant_closure = "allow"
redundant_closure_for_method_calls = "allow"
redundant_field_names = "allow"
len_zero = "allow"
get_first = "allow"
useless_vec = "allow"
too_many_arguments = "allow"
derivable_impls = "allow"
approx_constant = "allow"
assertions_on_constants = "allow"
field_reassign_with_default = "allow"
nonminimal_bool = "allow"
collapsible_if = "allow"
collapsible_match = "allow"
inconsistent_digit_grouping = "allow"
unnecessary_sort_by = "allow"
unnecessary_map_or = "allow"
unnecessary_filter_map = "allow"
unnecessary_lazy_evaluations = "allow"
unnecessary_cast = "allow"
unnecessary_to_owned = "allow"
unnecessary_wraps = "allow"
unnecessary_literal_unwrap = "allow"
unnecessary_struct_initialization = "allow"
should_implement_trait = "allow"
ptr_arg = "allow"
let_unit_value = "allow"
let_and_return = "allow"
type_complexity = "allow"
identity_op = "allow"
match_like_matches_macro = "allow"
match_same_arms = "allow"
match_single_binding = "allow"
vec_init_then_push = "allow"
absurd_extreme_comparisons = "allow"
incompatible_msrv = "allow"
unused_enumerate_index = "allow"
unused_self = "allow"

map_clone = "allow"
map_unwrap_or = "allow"
result_map_or_into_option = "allow"
unusual_byte_groupings = "allow"
if_same_then_else = "allow"
unnested_or_patterns = "allow"
uninlined_format_args = "allow"
single_match_else = "allow"
single_char_pattern = "allow"
mixed_attributes_style = "allow"
arc_with_non_send_sync = "allow"
bool_assert_comparison = "allow"
bool_comparison = "allow"
bind_instead_of_map = "allow"
cloned_ref_to_slice_refs = "allow"
large_stack_arrays = "allow"
implicit_saturating_sub = "allow"
ignored_unit_patterns = "allow"
explicit_iter_loop = "allow"
elidable_lifetime_names = "allow"
doc_markdown = "allow"
doc_overindented_list_items = "allow"
comparison_chain = "allow"
clone_on_copy = "allow"
items_after_statements = "allow"
inline_always = "allow"
format_push_string = "allow"
format_collect = "allow"
for_kv_map = "allow"
float_cmp = "allow"
if_not_else = "allow"
return_self_not_must_use = "allow"
missing_fields_in_debug = "allow"
upper_case_acronyms = "allow"
wildcard_imports = "allow"
must_use_candidate = "allow"
cast_possible_truncation = "allow"
cast_possible_wrap = "allow"
cast_precision_loss = "allow"
cast_lossless = "allow"
cast_sign_loss = "allow"
unreadable_literal = "allow"
struct_excessive_bools = "allow"
trivially_copy_pass_by_ref = "allow"
missing_safety_doc = "allow"
missing_errors_doc = "allow"
missing_panics_doc = "allow"
similar_names = "allow"
module_name_repetitions = "allow"
assign_op_pattern = "allow"
iter_cloned_collect = "allow"
excessive_precision = "allow"
await_holding_refcell_ref = "allow"
unnecessary_unwrap = "allow"
unit_arg = "allow"
redundant_pattern_matching = "allow"
question_mark = "allow"
partialeq_to_none = "allow"
new_without_default = "allow"
map_flatten = "allow"
manual_unwrap_or = "allow"
len_without_is_empty = "allow"
format_in_format_args = "allow"
single_char_add_str = "allow"
useless_conversion = "allow"
useless_format = "allow"
doc_lazy_continuation = "allow"
manual_strip = "allow"
double_ended_iterator_last = "allow"
unwrap_or_default = "allow"
single_component_path_imports = "allow"
needless_return = "allow"
int_plus_one = "allow"
needless_lifetimes = "allow"
explicit_counter_loop = "allow"
unnecessary_mut_passed = "allow"
module_inception = "allow"
option_as_ref_deref = "allow"
print_literal = "allow"
explicit_auto_deref = "allow"
manual_swap = "allow"
writeln_empty_string = "allow"
items_after_test_module = "allow"
no_effect = "allow"
non_canonical_partial_ord_impl = "allow"
wildcard_in_or_patterns = "allow"
large_enum_variant = "allow"
not_unsafe_ptr_arg_deref = { level = "allow", priority = 1 }
erasing_op = { level = "allow", priority = 1 }
almost_swapped = { level = "allow", priority = 1 }
cast_abs_to_unsigned = { level = "allow", priority = 1 }
let_underscore_lock = { level = "allow", priority = 1 }
no_effect_replace = { level = "allow", priority = 1 }
await_holding_lock = { level = "allow", priority = 1 }
needless_character_iteration = { level = "allow", priority = 1 }
unnecessary_get_then_check = { level = "allow", priority = 1 }
let_underscore_future = { level = "allow", priority = 1 }
overly_complex_bool_expr = { level = "allow", priority = 1 }
zombie_processes = { level = "allow", priority = 1 }
repeat_vec_with_capacity = { level = "allow", priority = 1 }
missing_transmute_annotations = { level = "allow", priority = 1 }