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Store the vectors in an HNSW in LMDB

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Clément Renault
2023-06-08 12:19:06 +02:00
parent 7ac2f1489d
commit 4571e512d2
8 changed files with 142 additions and 36 deletions
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63
Cargo.lock generated
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@ -1221,6 +1221,12 @@ dependencies = [
"winapi",
]
[[package]]
name = "doc-comment"
version = "0.3.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
[[package]]
name = "dump"
version = "1.2.0"
@ -1725,6 +1731,15 @@ dependencies = [
"byteorder",
]
[[package]]
name = "hashbrown"
version = "0.11.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ab5ef0d4909ef3724cc8cce6ccc8572c5c817592e9285f5464f8e86f8bd3726e"
dependencies = [
"ahash 0.7.6",
]
[[package]]
name = "hashbrown"
version = "0.12.3"
@ -1826,6 +1841,22 @@ dependencies = [
"digest",
]
[[package]]
name = "hnsw"
version = "0.11.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2b9740ebf8769ec4ad6762cc951ba18f39bba6dfbc2fbbe46285f7539af79752"
dependencies = [
"ahash 0.7.6",
"hashbrown 0.11.2",
"libm",
"num-traits",
"rand_core",
"serde",
"smallvec",
"space",
]
[[package]]
name = "http"
version = "0.2.9"
@ -1956,7 +1987,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99"
dependencies = [
"autocfg",
"hashbrown",
"hashbrown 0.12.3",
"serde",
]
@ -2057,7 +2088,7 @@ checksum = "37228e06c75842d1097432d94d02f37fe3ebfca9791c2e8fef6e9db17ed128c1"
dependencies = [
"cedarwood",
"fxhash",
"hashbrown",
"hashbrown 0.12.3",
"lazy_static",
"phf",
"phf_codegen",
@ -2698,6 +2729,7 @@ dependencies = [
"geoutils",
"grenad",
"heed",
"hnsw",
"insta",
"itertools",
"json-depth-checker",
@ -2712,6 +2744,7 @@ dependencies = [
"once_cell",
"ordered-float",
"rand",
"rand_pcg",
"rayon",
"roaring",
"rstar",
@ -2721,6 +2754,7 @@ dependencies = [
"smallstr",
"smallvec",
"smartstring",
"space",
"tempfile",
"thiserror",
"time",
@ -3273,6 +3307,16 @@ dependencies = [
"getrandom",
]
[[package]]
name = "rand_pcg"
version = "0.3.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "59cad018caf63deb318e5a4586d99a24424a364f40f1e5778c29aca23f4fc73e"
dependencies = [
"rand_core",
"serde",
]
[[package]]
name = "rayon"
version = "1.7.0"
@ -3732,6 +3776,9 @@ name = "smallvec"
version = "1.10.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a507befe795404456341dfab10cef66ead4c041f62b8b11bbb92bffe5d0953e0"
dependencies = [
"serde",
]
[[package]]
name = "smartstring"
@ -3754,6 +3801,16 @@ dependencies = [
"winapi",
]
[[package]]
name = "space"
version = "0.17.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c5ab9701ae895386d13db622abf411989deff7109b13b46b6173bb4ce5c1d123"
dependencies = [
"doc-comment",
"num-traits",
]
[[package]]
name = "spin"
version = "0.5.2"
@ -4405,7 +4462,7 @@ version = "0.16.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9c531a2dc4c462b833788be2c07eef4e621d0e9edbd55bf280cc164c1c1aa043"
dependencies = [
"hashbrown",
"hashbrown 0.12.3",
"once_cell",
]