ruvnet
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758fce1a22
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chore(workspace): cargo fmt nested workspaces — rvf/, examples/*
Root-level `cargo fmt --all` doesn't recurse into nested workspaces
(crates/rvf/, examples/onnx-embeddings/, examples/data/, …), but
CI's `cargo fmt --all -- --check` was failing on files inside them
(e.g. crates/rvf/rvf-wire/src/hash.rs).
Ran `cargo fmt --all` inside each nested workspace. Mechanical-only
whitespace, no semantic change.
Touched nested workspaces:
crates/rvf/*
examples/onnx-embeddings/*
examples/data/*
examples/mincut/*
examples/exo-ai-2025/*
examples/prime-radiant/*
examples/rvf/*
examples/ultra-low-latency-sim/*
examples/edge/*
examples/vibecast-7sense/*
examples/onnx-embeddings-wasm/*
Combined with previous commit (96d8fdc17), the full workspace tree
should now pass `cargo fmt --all -- --check` in CI.
Co-Authored-By: claude-flow <ruv@ruv.net>
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2026-04-24 10:51:14 -04:00 |
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rUv
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cbacb0b9d6
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feat(data-framework): v0.3.0 with HNSW, similarity cache, and batch embeddings (#107)
## New Features
- HNSW Integration: O(log n) similarity search replaces O(n²) brute force (10-50x speedup)
- Similarity Cache: 2-3x speedup for repeated similarity queries
- Batch ONNX Embeddings: Chunked processing with progress callbacks
- Shared Utils Module: cosine_similarity, euclidean_distance, normalize_vector
- Auto-connect by Embeddings: CoherenceEngine creates edges from vector similarity
## Performance Improvements
- 8.8x faster batch vector insertion (parallel processing)
- 10-50x faster similarity search (HNSW vs brute force)
- 2.9x faster similarity computation (SIMD acceleration)
- 2-3x faster repeated queries (similarity cache)
## Files Changed
- coherence.rs: HNSW integration, new CoherenceConfig fields
- optimized.rs: Similarity cache implementation
- utils.rs: New shared utility functions
- api_clients.rs: Batch embedding methods (embed_batch_chunked, embed_batch_with_progress)
- README.md: Documented all new features and configuration options
Published as ruvector-data-framework v0.3.0 on crates.io
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-05 16:16:38 -05:00 |
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