04770c97eb
- instant-distance HNSW implementation for approximate nearest neighbors - HnswStore: build from stored embeddings, in-memory index, thread-safe - POST /vectors/hnsw/build — build index from Parquet (100K in 35s release) - POST /vectors/hnsw/search — fast ANN search - GET /vectors/hnsw/list — list loaded indexes Benchmark (100K × 768d, release build): Brute-force: 1,567ms HNSW: 31ms (50x) HNSW warm: 27ms (58x) Build cost: 35s one-time for 100K vectors (release mode) ef_construction=40, ef_search=50 — good recall/speed balance Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
48 lines
1.2 KiB
TOML
48 lines
1.2 KiB
TOML
[workspace]
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resolver = "2"
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members = [
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"crates/shared",
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"crates/proto",
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"crates/storaged",
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"crates/catalogd",
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"crates/queryd",
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"crates/aibridge",
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"crates/ingestd",
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"crates/vectord",
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"crates/journald",
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"crates/gateway",
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"crates/ui",
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]
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[workspace.dependencies]
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tokio = { version = "1", features = ["full"] }
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axum = "0.8"
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serde = { version = "1", features = ["derive"] }
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serde_json = "1"
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tracing = "0.1"
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tracing-subscriber = { version = "0.3", features = ["env-filter", "json"] }
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thiserror = "2"
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uuid = { version = "1", features = ["v4", "serde"] }
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chrono = { version = "0.4", features = ["serde"] }
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tower-http = { version = "0.6", features = ["cors", "trace"] }
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object_store = { version = "0.12", features = ["aws"] }
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arrow = "55"
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parquet = { version = "55", features = ["arrow", "async"] }
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datafusion = "47"
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bytes = "1"
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futures = "0.3"
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sha2 = "0.10"
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url = "2"
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tonic = "0.13"
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prost = "0.13"
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tonic-build = "0.13"
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opentelemetry = "0.28"
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opentelemetry_sdk = { version = "0.28", features = ["rt-tokio"] }
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opentelemetry-stdout = { version = "0.28", features = ["trace"] }
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tracing-opentelemetry = "0.29"
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toml = "0.8"
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csv = "1"
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lopdf = "0.35"
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encoding_rs = "0.8"
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instant-distance = "0.6"
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