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v0.1.0 — Phase 1: single-node core

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@achref-soua achref-soua released this 13 Jun 16:54
f549e5a

The first tagged release: a working, security-first vector database, end to end.

What's in it

  • Storage engine from scratch — 16 KiB CRC'd pages, a write-ahead log, a versioned manifest (atomic CURRENT swap), and crash recovery (kill-mid-write gate, 25× SIGKILL).
  • HNSW index + SIMD distance kernels (f32/i8, AVX2 + scalar fallback, runtime dispatch).
  • REST + gRPC server with API-key auth; an embeddable Database; payload filtering.
  • Encryption-at-rest, on by default — XChaCha20-Poly1305 over per-page/record HKDF-SHA256 subkeys, sealing segments, the manifest, and the record-framed WAL (audited RustCrypto only).
  • TLS-in-transitrustls over ring; non-loopback binds require it.
  • Retro TUI cockpit (quiver tui), a Python SDK (sdks/python), an ann-benchmarks-style harness (bench/), and a one-command just demo.

Benchmarks — SIFT1M recall@10 (HNSW M=16, efC=200)

ef_search 16 32 64 128 256
recall@10 0.794 0.898 0.960 0.987 0.996

Recall is host-independent and valid. Throughput, memory (RSS — the headline), and the head-to-head vs Qdrant/LanceDB require dedicated reference hardware and are pending — never fabricated. See docs/benchmarks/.

Quality

just verify green; core-engine line coverage 92%; audited cryptography only; secure-by-default; no committed secrets.

Next (Phase 2)

Disk-resident DiskANN/Vamana + quantization (the memory-frugality headline), the MCP server, and the TypeScript SDK.