From 440b61168df1a42b5fad2cebee5a958ae9101970 Mon Sep 17 00:00:00 2001
From: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
Date: Fri, 18 Sep 2026 13:25:07 +0200
Subject: [PATCH] Upgrade Qdrant Edge to 0.8.0 and drop our Qdrant fork

---
 runtime/Cargo.lock                  | 547 +++++++---------------------
 runtime/Cargo.toml                  |   9 +-
 runtime/src/qdrant_edge_database.rs |  40 +-
 3 files changed, 165 insertions(+), 431 deletions(-)

diff --git a/runtime/Cargo.lock b/runtime/Cargo.lock
index de00bf67..249756f4 100644
--- a/runtime/Cargo.lock
+++ b/runtime/Cargo.lock
@@ -113,6 +113,12 @@ version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
+[[package]]
+name = "allocator-api2"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c880a97d28a3681c0267bd29cff89621202715b065127cd445fa0f0fe0aa2880"
+
 [[package]]
 name = "android_system_properties"
 version = "0.1.5"
@@ -884,6 +890,15 @@ dependencies = [
  "constant_time_eq 0.1.5",
 ]
 
+[[package]]
+name = "blink-alloc"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce4c15bad517bc0fb4a44523adf470e2c3eb3a365769327acdba849948ea3705"
+dependencies = [
+ "allocator-api2 0.4.0",
+]
+
 [[package]]
 name = "block-buffer"
 version = "0.10.4"
@@ -952,14 +967,6 @@ dependencies = [
  "piper",
 ]
 
-[[package]]
-name = "bm25"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "murmur3_32",
-]
-
 [[package]]
 name = "brotli"
 version = "8.0.2"
@@ -1366,53 +1373,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "common"
-version = "0.0.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "ahash",
- "aligned-vec",
- "atomicwrites",
- "bincode 1.3.3",
- "bitvec",
- "bytemuck",
- "chrono",
- "fs-err",
- "fs4",
- "fs_extra",
- "io-uring",
- "itertools",
- "log",
- "memmap2",
- "nix 0.31.3",
- "num-traits",
- "num_cpus",
- "ordered-float 5.3.0",
- "parking_lot",
- "ph",
- "procfs",
- "quick_cache",
- "rand 0.10.2",
- "roaring",
- "schemars 0.8.22",
- "self_cell",
- "semver",
- "serde",
- "serde_json",
- "slab",
- "strum",
- "tap",
- "tar",
- "tempfile",
- "thiserror 2.0.18",
- "thread-priority",
- "tokio",
- "validator",
- "walkdir",
- "zerocopy",
-]
-
 [[package]]
 name = "compact_str"
 version = "0.9.1"
@@ -1550,6 +1510,17 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "core_affinity"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a034b3a7b624016c6e13f5df875747cc25f884156aad2abd12b6c46797971342"
+dependencies = [
+ "libc",
+ "num_cpus",
+ "winapi",
+]
+
 [[package]]
 name = "cpubits"
 version = "0.1.1"
@@ -1810,20 +1781,6 @@ version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a4ae5f15dda3c708c0ade84bfee31ccab44a3da4f88015ed22f63732abe300c8"
 
-[[package]]
-name = "dataset"
-version = "0.0.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "anyhow",
- "flate2",
- "fs-err",
- "indicatif",
- "reqwest",
- "serde",
- "serde_json",
-]
-
 [[package]]
 name = "dbus"
 version = "0.9.7"
@@ -2882,10 +2839,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
  "wasi 0.11.1+wasi-snapshot-preview1",
- "wasm-bindgen",
 ]
 
 [[package]]
@@ -3046,42 +3001,6 @@ dependencies = [
  "system-deps",
 ]
 
-[[package]]
-name = "gpu"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "log",
- "parking_lot",
- "zerocopy",
-]
-
-[[package]]
-name = "gridstore"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "ahash",
- "bitvec",
- "bytemuck",
- "common",
- "dataset",
- "ecow",
- "fs-err",
- "itertools",
- "log",
- "lz4_flex",
- "parking_lot",
- "rand 0.10.2",
- "serde",
- "serde_cbor",
- "serde_json",
- "smallvec",
- "tempfile",
- "thiserror 2.0.18",
- "zerocopy",
-]
-
 [[package]]
 name = "gtk"
 version = "0.18.2"
@@ -3195,7 +3114,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
 dependencies = [
  "ahash",
- "allocator-api2",
+ "allocator-api2 0.2.21",
 ]
 
 [[package]]
@@ -3204,7 +3123,7 @@ version = "0.15.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bf151400ff0baff5465007dd2f3e717f3fe502074ca563069ce3a6629d07b289"
 dependencies = [
- "allocator-api2",
+ "allocator-api2 0.2.21",
  "equivalent",
  "foldhash 0.1.5",
 ]
@@ -3215,7 +3134,7 @@ version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
 dependencies = [
- "allocator-api2",
+ "allocator-api2 0.2.21",
  "equivalent",
  "foldhash 0.2.0",
 ]
@@ -3343,6 +3262,12 @@ version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
 
+[[package]]
+name = "humantime"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "15cdd26707701c53297e2fa6afb323d55fbc1d0810c3aec078ae3ef0424c3c15"
+
 [[package]]
 name = "hybrid-array"
 version = "0.4.12"
@@ -3761,7 +3686,6 @@ checksum = "25470f23803092da7d239834776d653104d551bc4d7eacaf31e6837854b8e9eb"
 dependencies = [
  "console",
  "portable-atomic",
- "rayon",
  "unicode-width",
  "unit-prefix",
  "web-time",
@@ -3885,6 +3809,15 @@ dependencies = [
  "either",
 ]
 
+[[package]]
+name = "itertools"
+version = "0.15.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b4baf93f58d4425749ca49a51c50ebab072c5df6994d08fed93541c331481dc"
+dependencies = [
+ "either",
+]
+
 [[package]]
 name = "itoa"
 version = "1.0.11"
@@ -4221,17 +4154,11 @@ dependencies = [
  "imgref",
 ]
 
-[[package]]
-name = "lru-slab"
-version = "0.1.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
-
 [[package]]
 name = "lz4_flex"
-version = "0.13.1"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ef0d4ed8669f8f8826eb00dc878084aa8f253506c4fd5e8f58f5bce72ddb97e"
+checksum = "ecbdfe44b1bd960b68170b417450a628c43f7cf56bb3c5317e61cb230ee7f226"
 
 [[package]]
 name = "lzma-rust2"
@@ -4258,16 +4185,6 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "670fdfda89751bc4a84ac13eaa63e205cf0fd22b4c9a5fbfa085b63c1f1d3a30"
 
-[[package]]
-name = "macros"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
 [[package]]
 name = "markup5ever"
 version = "0.38.0"
@@ -4382,7 +4299,7 @@ dependencies = [
  "strum_macros",
  "symphonia",
  "sys-locale",
- "sysinfo 0.39.6",
+ "sysinfo",
  "tauri",
  "tauri-build",
  "tauri-plugin-dialog",
@@ -5291,7 +5208,7 @@ dependencies = [
  "console_error_panic_hook",
  "console_log",
  "image",
- "itertools",
+ "itertools 0.14.0",
  "js-sys",
  "libloading 0.8.6",
  "log",
@@ -5523,16 +5440,6 @@ dependencies = [
  "portable-atomic",
 ]
 
-[[package]]
-name = "posting_list"
-version = "0.0.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "bitpacking",
- "common",
- "zerocopy",
-]
-
 [[package]]
 name = "powerfmt"
 version = "0.2.0"
@@ -5757,25 +5664,97 @@ checksum = "d55d956fa96f5ec02be2e13af0e20391a5aa83d6a074e3ad368959d0fab299ea"
 
 [[package]]
 name = "qdrant-edge"
-version = "0.7.2"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b8072302c87506a34bffec9bc16dbdcd36df8ab1321406b6e141530348c7e54"
 dependencies = [
  "ahash",
- "bm25",
- "common",
+ "aligned-vec",
+ "arrayvec 0.7.6",
+ "atomic_refcell",
+ "atomicwrites",
+ "bincode 1.3.3",
+ "bitpacking",
+ "bitvec",
+ "blink-alloc",
+ "bytemuck",
+ "byteorder",
+ "cc",
+ "cgroups-rs",
+ "charabia",
+ "chrono",
+ "core_affinity",
+ "crc32c",
+ "data-encoding",
+ "docopt",
+ "duplicate",
+ "ecow",
+ "env_logger",
+ "fnv",
  "fs-err",
- "itertools",
+ "fs4",
+ "fs_extra",
+ "geo",
+ "geohash",
+ "half 2.7.1",
+ "humantime",
+ "indexmap 2.14.0",
+ "integer-encoding",
+ "io-uring",
+ "itertools 0.15.0",
  "log",
+ "lz4_flex",
+ "macro_rules_attribute",
+ "memmap2",
+ "murmur3_32",
+ "nix 0.31.3",
+ "nom 8.0.0",
+ "num-cmp",
+ "num-derive",
+ "num-traits",
+ "num_cpus",
+ "once_cell",
  "ordered-float 5.3.0",
  "parking_lot",
+ "permutation_iterator",
+ "ph",
+ "procfs",
+ "qdrant-rust-stemmers",
+ "quick_cache",
  "rand 0.10.2",
- "segment",
+ "rand_distr",
+ "rayon",
+ "rmp-serde",
+ "roaring",
+ "rustix 1.1.4",
+ "schemars 0.8.22",
+ "self_cell",
+ "semver",
  "serde",
+ "serde-untagged",
+ "serde-value",
+ "serde_cbor",
  "serde_json",
- "shard",
- "sparse",
+ "serde_variant",
+ "sha2 0.11.0",
+ "siphasher",
+ "slab",
+ "smallvec",
+ "strum",
+ "sysinfo",
+ "tap",
+ "tar",
+ "tempfile",
+ "thiserror 2.0.18",
+ "thread-priority",
+ "tinyvec",
+ "tokio",
+ "tonic",
  "uuid",
- "wal",
+ "validator",
+ "vaporetto",
+ "walkdir",
+ "zerocopy",
 ]
 
 [[package]]
@@ -5797,27 +5776,6 @@ dependencies = [
  "bytemuck",
 ]
 
-[[package]]
-name = "quantization"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "arrayvec 0.7.6",
- "bytemuck",
- "cc",
- "common",
- "fs-err",
- "num-traits",
- "ordered-float 5.3.0",
- "parking_lot",
- "permutation_iterator",
- "rand 0.10.2",
- "rayon",
- "serde",
- "serde_json",
- "strum",
-]
-
 [[package]]
 name = "quick-error"
 version = "2.0.1"
@@ -5854,73 +5812,16 @@ dependencies = [
 
 [[package]]
 name = "quick_cache"
-version = "0.6.22"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d1c821816e9b928e20e92ed59bb3ac4aab321d16ca2316871c9fe7ca739cd477"
+checksum = "403c1a912fec895cafb223201e368234842acb9220aaf08ab042ae89ba5f135c"
 dependencies = [
- "ahash",
  "equivalent",
- "hashbrown 0.16.1",
+ "foldhash 0.2.0",
+ "hashbrown 0.17.0",
  "parking_lot",
 ]
 
-[[package]]
-name = "quinn"
-version = "0.11.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9e20a958963c291dc322d98411f541009df2ced7b5a4f2bd52337638cfccf20"
-dependencies = [
- "bytes",
- "cfg_aliases",
- "pin-project-lite",
- "quinn-proto",
- "quinn-udp",
- "rustc-hash",
- "rustls",
- "socket2",
- "thiserror 2.0.18",
- "tokio",
- "tracing",
- "web-time",
-]
-
-[[package]]
-name = "quinn-proto"
-version = "0.11.16"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f4bfc015262b9df63c8845072ce59068853ff5872180c2ce2f13038b970e560"
-dependencies = [
- "aws-lc-rs",
- "bytes",
- "getrandom 0.4.2",
- "lru-slab",
- "rand 0.10.2",
- "rand_pcg",
- "ring",
- "rustc-hash",
- "rustls",
- "rustls-pki-types",
- "slab",
- "thiserror 2.0.18",
- "tinyvec",
- "tracing",
- "web-time",
-]
-
-[[package]]
-name = "quinn-udp"
-version = "0.5.14"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "addec6a0dcad8a8d96a771f815f0eaf55f9d1805756410b39f5fa81332574cbd"
-dependencies = [
- "cfg_aliases",
- "libc",
- "once_cell",
- "socket2",
- "tracing",
- "windows-sys 0.60.2",
-]
-
 [[package]]
 name = "quote"
 version = "1.0.45"
@@ -6065,7 +5966,7 @@ dependencies = [
  "built",
  "cfg-if",
  "interpolate_name",
- "itertools",
+ "itertools 0.14.0",
  "libc",
  "libfuzzer-sys",
  "log",
@@ -6131,7 +6032,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2964d0cf57a3e7a06e8183d14a8b527195c706b7983549cd5462d5aa3747438f"
 dependencies = [
  "either",
- "itertools",
+ "itertools 0.14.0",
  "rayon",
 ]
 
@@ -6266,10 +6167,8 @@ checksum = "219c5811de6525e5416c7d5d53bb656d3afdbc6c5af816e0802bcfa42dbdc1c3"
 dependencies = [
  "base64 0.22.1",
  "bytes",
- "futures-channel",
  "futures-core",
  "futures-util",
- "h2",
  "http",
  "http-body",
  "http-body-util",
@@ -6280,7 +6179,6 @@ dependencies = [
  "log",
  "percent-encoding",
  "pin-project-lite",
- "quinn",
  "rustls",
  "rustls-pki-types",
  "rustls-platform-verifier",
@@ -6526,7 +6424,6 @@ version = "1.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "be040f8b0a225e40375822a563fa9524378b9d63112f53e19ffff34df5d33fdd"
 dependencies = [
- "web-time",
  "zeroize",
 ]
 
@@ -6700,78 +6597,6 @@ dependencies = [
  "xxhash-rust",
 ]
 
-[[package]]
-name = "segment"
-version = "0.6.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "ahash",
- "atomic_refcell",
- "atomicwrites",
- "bincode 1.3.3",
- "bitvec",
- "bytemuck",
- "byteorder",
- "cc",
- "cgroups-rs",
- "charabia",
- "chrono",
- "common",
- "data-encoding",
- "duplicate",
- "ecow",
- "fnv",
- "fs-err",
- "fs_extra",
- "geo",
- "geohash",
- "gpu",
- "gridstore",
- "half 2.7.1",
- "indexmap 2.14.0",
- "integer-encoding",
- "io-uring",
- "itertools",
- "log",
- "macro_rules_attribute",
- "macros",
- "memmap2",
- "nom 8.0.0",
- "num-cmp",
- "num-derive",
- "num-traits",
- "ordered-float 5.3.0",
- "parking_lot",
- "posting_list",
- "procfs",
- "qdrant-rust-stemmers",
- "quantization",
- "rand 0.10.2",
- "rayon",
- "roaring",
- "schemars 0.8.22",
- "self_cell",
- "serde",
- "serde-untagged",
- "serde-value",
- "serde_cbor",
- "serde_json",
- "serde_variant",
- "sha2 0.11.0",
- "smallvec",
- "sparse",
- "strum",
- "sysinfo 0.38.4",
- "tap",
- "tempfile",
- "thiserror 2.0.18",
- "tinyvec",
- "uuid",
- "validator",
- "vaporetto",
- "zerocopy",
-]
-
 [[package]]
 name = "selectors"
 version = "0.36.1"
@@ -7050,39 +6875,6 @@ dependencies = [
  "digest 0.11.3",
 ]
 
-[[package]]
-name = "shard"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "ahash",
- "chrono",
- "common",
- "fs-err",
- "fs4",
- "indexmap 2.14.0",
- "itertools",
- "log",
- "ordered-float 5.3.0",
- "parking_lot",
- "rand 0.10.2",
- "rmp-serde",
- "schemars 0.8.22",
- "segment",
- "serde",
- "serde_cbor",
- "serde_json",
- "smallvec",
- "sparse",
- "strum",
- "tempfile",
- "thiserror 2.0.18",
- "tonic",
- "uuid",
- "validator",
- "wal",
-]
-
 [[package]]
 name = "shared_child"
 version = "1.0.0"
@@ -7223,32 +7015,6 @@ dependencies = [
  "smallvec",
 ]
 
-[[package]]
-name = "sparse"
-version = "0.1.0"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "bincode 1.3.3",
- "bitpacking",
- "common",
- "fs-err",
- "gridstore",
- "half 2.7.1",
- "itertools",
- "log",
- "memmap2",
- "ordered-float 5.3.0",
- "parking_lot",
- "rand 0.10.2",
- "schemars 0.8.22",
- "serde",
- "serde_json",
- "tempfile",
- "typed-arena",
- "validator",
- "zerocopy",
-]
-
 [[package]]
 name = "spm_precompiled"
 version = "0.1.4"
@@ -7590,20 +7356,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "sysinfo"
-version = "0.38.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92ab6a2f8bfe508deb3c6406578252e491d299cbbf3bc0529ecc3313aee4a52f"
-dependencies = [
- "libc",
- "memchr",
- "ntapi",
- "objc2-core-foundation",
- "objc2-io-kit",
- "windows 0.62.2",
-]
-
 [[package]]
 name = "sysinfo"
 version = "0.39.6"
@@ -8080,7 +7832,7 @@ dependencies = [
  "serde_with",
  "swift-rs",
  "thiserror 2.0.18",
- "toml 0.9.12+spec-1.1.0",
+ "toml 1.1.4+spec-1.1.0",
  "url",
  "urlpattern",
  "uuid",
@@ -8260,7 +8012,7 @@ dependencies = [
  "esaxx-rs",
  "getrandom 0.3.1",
  "indicatif",
- "itertools",
+ "itertools 0.14.0",
  "log",
  "macro_rules_attribute",
  "monostate",
@@ -8626,12 +8378,6 @@ version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
-[[package]]
-name = "typed-arena"
-version = "2.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6af6ae20167a9ece4bcb41af5b80f8a1f1df981f6391189ce00fd257af04126a"
-
 [[package]]
 name = "typed-path"
 version = "0.12.2"
@@ -8948,25 +8694,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "wal"
-version = "0.1.4"
-source = "git+https://github.com/SommerEngineering/qdrant.git?rev=462c84d82ced126e4a2b7914544bfde16a509eb1#462c84d82ced126e4a2b7914544bfde16a509eb1"
-dependencies = [
- "byteorder",
- "crc32c",
- "docopt",
- "env_logger",
- "fs-err",
- "fs4",
- "log",
- "memmap2",
- "rand 0.10.2",
- "rand_distr",
- "rustix 1.1.4",
- "serde",
-]
-
 [[package]]
 name = "walkdir"
 version = "2.5.0"
diff --git a/runtime/Cargo.toml b/runtime/Cargo.toml
index dc9658a6..4051e6e2 100644
--- a/runtime/Cargo.toml
+++ b/runtime/Cargo.toml
@@ -67,7 +67,7 @@ tempfile = "3.27.0"
 strum_macros = "0.28.0"
 sysinfo = "0.39.6"
 bytes = "1.12.1"
-qdrant-edge = "0.7.2"
+qdrant-edge = "0.8.0"
 
 # Prompt-injection detection. `regex` gives us linear-time matching without backtracking, so
 # a hostile document cannot make a scan blow up, and `aho-corasick` matches the ~1600 fixed
@@ -79,12 +79,9 @@ image = { version = "0.25.10", default-features = false, features = ["jpeg", "pn
 tokenizers = "0.23.1"
 
 [patch.crates-io]
-# Issue: It was not possible to build qdrant-edge for macOS. See PR 9312: https://github.com/qdrant/qdrant/pull/9312
-# State: The PR was merged, but not yet released. We use the git version for now.
-qdrant-edge = { git = "https://github.com/SommerEngineering/qdrant.git", rev = "462c84d82ced126e4a2b7914544bfde16a509eb1" }
-
 # Issue: This repo was not updated since 2020. The rand crate was outdated. We patched it to use a newer version of rand.
-# State: There is a PR for a long time, but it was not merged. We use the git version for now.
+# State: There is a PR for a long time, but it was not merged. We use the git version for now. Qdrant Edge still depends
+#        on this crate in version 0.1.2, so the patch stays relevant: https://github.com/asimihsan/permutation-iterator-rs/pull/14
 permutation_iterator = { git = "https://github.com/SommerEngineering/permutation-iterator-rs.git", rev = "76836ed316d18dfef530ba908f58481c343e80d7" }
 
 [target.'cfg(target_os = "windows")'.dependencies]
diff --git a/runtime/src/qdrant_edge_database.rs b/runtime/src/qdrant_edge_database.rs
index c4543d63..e08c0cc1 100644
--- a/runtime/src/qdrant_edge_database.rs
+++ b/runtime/src/qdrant_edge_database.rs
@@ -11,8 +11,9 @@ use qdrant_edge::external::uuid::Uuid;
 use qdrant_edge::{
     Condition, Distance, EdgeConfig, EdgeOptimizersConfig, EdgeShard, EdgeVectorParams,
     FieldCondition, Filter, HnswIndexConfig, Match, MatchValue, NamedQuery, Payload, PointId,
-    PointInsertOperations, PointOperations, PointStruct, QueryEnum, ScoredPoint, SearchRequest,
-    UpdateOperation, ValueVariants, VectorInternal, Vectors, WithPayloadInterface, WithVector,
+    PointInsertOperations, PointOperations, PointStruct, QueryEnum, QueryRequest, ScoredPoint,
+    ScoringQuery, UpdateOperation, ValueVariants, VectorInternal, Vectors, WithPayloadInterface,
+    WithVector,
 };
 use serde::{Deserialize, Serialize};
 use tauri::Manager;
@@ -306,7 +307,7 @@ impl QdrantEdgeDatabase {
         shard.update(UpdateOperation::PointOperation(
             PointOperations::UpsertPoints(PointInsertOperations::PointsList(points)),
         ))?;
-        shard.flush();
+        shard.flush()?;
         Ok(())
     }
 
@@ -320,18 +321,19 @@ impl QdrantEdgeDatabase {
             return Ok(vec![]);
         };
 
-        let search_results = shard.search(SearchRequest {
-            query: QueryEnum::Nearest(NamedQuery::new(
+        let search_results = shard.query(QueryRequest {
+            prefetches: Vec::new(),
+            query: Some(ScoringQuery::Vector(QueryEnum::Nearest(NamedQuery::new(
                 VectorInternal::Dense(vector),
                 VECTOR_NAME,
-            )),
+            )))),
             filter: None,
-            params: None,
+            score_threshold: None,
             limit: max_matches,
             offset: 0,
-            with_payload: Some(WithPayloadInterface::Bool(true)),
-            with_vector: Some(WithVector::Bool(false)),
-            score_threshold: None,
+            params: None,
+            with_vector: WithVector::Bool(false),
+            with_payload: WithPayloadInterface::Bool(true),
         })?;
 
         Ok(search_results
@@ -348,7 +350,7 @@ impl QdrantEdgeDatabase {
         shard.update(UpdateOperation::PointOperation(
             PointOperations::DeletePointsByFilter(match_keyword_filter("file_path", file_path)?),
         ))?;
-        shard.flush();
+        shard.flush()?;
         Ok(())
     }
 
@@ -361,7 +363,7 @@ impl QdrantEdgeDatabase {
         if optimized {
             info!(Source = "Qdrant Edge"; "Optimized vector store '{}'.", store_name);
         }
-        shard.flush();
+        shard.flush()?;
         Ok(())
     }
 
@@ -595,7 +597,7 @@ fn remove_obsolete_qdrant_path(path: &Path) {
 
 fn edge_config(vector_size: usize) -> EdgeConfig {
     EdgeConfig {
-        on_disk_payload: true,
+        on_disk_payload: Some(true),
         vectors: HashMap::from([(
             VECTOR_NAME.to_string(),
             EdgeVectorParams {
@@ -609,13 +611,20 @@ fn edge_config(vector_size: usize) -> EdgeConfig {
             },
         )]),
         sparse_vectors: HashMap::new(),
-        hnsw_config: hnsw_config(),
+        hnsw_config: Some(hnsw_config()),
         quantization_config: None,
-        optimizers: edge_optimizers_config(),
+        optimizers: Some(edge_optimizers_config()),
         wal_options: None,
+        max_search_threads: None,
+        search_pool_core: None,
     }
 }
 
+// `on_disk` is deprecated in favor of `memory`, but Qdrant Edge does not re-export the `Memory`
+// type, so the new field cannot be named from here. Leaving both unset is not an option either:
+// the effective placement would fall back to cached instead of on-disk, which is a real change
+// and would have the optimizers rebuild the HNSW graph.
+#[allow(deprecated)]
 fn hnsw_config() -> HnswIndexConfig {
     HnswIndexConfig {
         m: HNSW_M,
@@ -623,6 +632,7 @@ fn hnsw_config() -> HnswIndexConfig {
         full_scan_threshold: HNSW_FULL_SCAN_THRESHOLD_KB,
         max_indexing_threads: HNSW_MAX_INDEXING_THREADS,
         on_disk: Some(true),
+        memory: None,
         payload_m: None,
         inline_storage: None,
     }