writerslogic

writerslogic/holographic-memory

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

10 stars 3 forks 10 watchers Rust Apache License 2.0
analogical-reasoning associative-memory edge-ai embeddings hdc high-performance hopfield-network hyperdimensional-computing knowledge-graph knowledge-representation local-first machine-learning neuro-symbolic nodejs privacy-preserving rag rust semantic-search vector-database vector-symbolic-architecture
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13 Open Issues Need Help Last updated: Aug 6, 2026

Open Issues Need Help

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Security: Add external key providers and encryption rotation about 8 hours ago
enhancement help wanted
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Release: Publish a complete native package matrix about 8 hours ago
enhancement help wanted integration
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Indexing: Automate index refresh decisions about 8 hours ago
enhancement help wanted performance
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Architecture: Separate research modules into a workspace crate about 8 hours ago
enhancement help wanted research
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Operations: Add configurable resource budgets about 8 hours ago
enhancement help wanted
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Operations: Add bounded background compaction about 8 hours ago
enhancement help wanted performance
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Evaluation: Expand retrieval regression coverage about 8 hours ago
enhancement help wanted performance
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Testing: Add crash-consistency recovery suite about 8 hours ago
enhancement help wanted
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Durability: Define and test persistence guarantees about 8 hours ago
enhancement help wanted
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Complete Python engine bindings about 8 hours ago
help wanted integration
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Add runnable application examples about 8 hours ago
documentation good first issue
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Node.js API reference with usage examples about 2 months ago
documentation good first issue
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture
Benchmark comparison against FAISS and Qdrant about 2 months ago
documentation help wanted
writerslogic/holographic-memory
10

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

Rust
#analogical-reasoning#associative-memory#edge-ai#embeddings#hdc#high-performance#hopfield-network#hyperdimensional-computing#knowledge-graph#knowledge-representation#local-first#machine-learning#neuro-symbolic#nodejs#privacy-preserving#rag#rust#semantic-search#vector-database#vector-symbolic-architecture