GraphStore
Agent memory that recalls by meaning, not keywords.
Six engines behind one readable DSL: columnar numpy storage, HNSW vector search, and a markdown vault built for 24/7 agents.
- engines
- 6
- semantic recall
- ~127µs
- library
- Python
Product-first AI lab
Focused tools for secure execution, software learning, and AI-assisted creation. Rustbox is live today.
Trusted by teams at
Run untrusted code without trusting it.
Kernel-enforced sandboxing on Linux namespaces and cgroups. Single binary, no Docker daemon.
Serious practice that rewards depth, not streaks.
Describe a screen. Get a usable one.
Open and under the hood
GraphStore and Hyperstack are open source. Orka compresses model weights toward 1 bit. Read the code, run the tests.
Agent memory that recalls by meaning, not keywords.
Six engines behind one readable DSL: columnar numpy storage, HNSW vector search, and a markdown vault built for 24/7 agents.
Stop AI agents from shipping plausible-but-wrong code.
Real-time ground truth for React, Next.js, Motion, React Flow, Echo, Go, Rust, and design tokens, enforced by adversarial gates.
Language-model weights, compressed toward 1 bit.
Learned codebooks and a hand-written GGML kernel keep reconstruction byte-exact.
We take on selective research partnerships when there is a path to a real system.