diff --git a/README.md b/README.md index 029b9c80..67c52000 100644 --- a/README.md +++ b/README.md @@ -192,7 +192,7 @@ RuVector isn't a database you add to your stack — it's the entire stack. Self- | 🐧 | **Kernel** | Linux + Docker + eBPF tools | A single `.rvf` file boots its own Linux kernel in 125 ms — eBPF accelerates hot paths | | 🗄️ | **Storage** | PostgreSQL + Redis + S3 | Vector store, graph database, key-value cache, and 230+ SQL functions built in | | 🔍 | **Search** | Pinecone, Weaviate, Qdrant | Self-learning HNSW — a GNN watches every query and improves results automatically | -| 🔗 | **Graph** | Neo4j, Amazon Neptune | Full Cypher query engine with hyperedges, SPARQL, and 8 verified graph transformer modules | +| 🔗 | **Graph** | Separate graph database | Neo4j-compatible Cypher, W3C SPARQL 1.1, hyperedges, and 8 verified graph transformer modules — built in | | 🤖 | **AI Runtime** | llama.cpp, vLLM, Ollama | Run GGUF models locally on your hardware — no cloud APIs, no per-query costs | | 🧠 | **ML Framework** | PyTorch, TensorFlow | 46 attention mechanisms, 8 verified graph transformer modules (physics, bio, manifold, temporal, economic), spiking neural networks, sparse inference, mincut-gated attention, hyperbolic embeddings, sublinear solvers, domain expansion, verified training, quantum coherence, coherence measurement | | 🌐 | **Coordination** | etcd, ZooKeeper, Consul | Raft consensus, multi-master replication, CRDT delta sync, auto-sharding |