1. Preface
  2. About the Project & Author
  4. Getting Started
  5. Getting Started with Samyama Graph
  7. Part I: Knowledge Graphs & Queries
  8. KG Catalog — 8 Knowledge Graphs, 75M Nodes
  9. Cross-KG Federation — Molecular Biology to Population Health
  10. Ontology & Standards Catalog
  11. Real-world Use Cases
  13. Part II: Benchmarks & Results
  14. Mega Benchmark (138M nodes, 1.22B edges, 500 queries, 11 KGs)
  15. Biomedical KG Benchmark (74M nodes, 1B edges, 100 queries)
  16. Public Health KG Benchmark (305K nodes, 40 queries)
  17. Performance & Benchmarks (ingestion, OLTP, GPU, LDBC)
  18. Cross-Engine Benchmarks (vs Neo4j, Memgraph, FalkorDB)
  20. Part III: The Engine
  21. Engine Layers — Schema, Data, Statistics, Cache
  22. The Query Engine
  23. Query Optimization (Explain)
  24. Picasso — Plan-Space Visualisation
  25. Persistence at Scale
  26. Managing State (MVCC & Memory)
  27. Analytical Power (CSR & Algorithms)
  28. In-Database Optimization (Metaheuristics)
  29. Constrained Multi-Objective Optimization
  30. Technology Choices (The "Why")
  32. Part IV: Distributed & AI
  33. Distributed Consensus (Raft)
  34. Production-Grade High Availability
  35. AI & Vector Search
  36. Agentic Enrichment
  37. RDF & SPARQL Support
  38. Predictive Power (GNNs) — Roadmap
  40. Part V: Enterprise & Operations
  41. Enterprise Edition Overview
  42. Backup & Disaster Recovery
  43. Administrative Protocol
  44. Observability & Multi-tenancy
  45. SDKs, CLI & API
  46. Ecosystem Architecture
  47. The Future of Graph DBs
  49. Appendices
  50. Frequently Asked Questions
  51. BiomedQA Benchmark FAQ
  52. Glossary
  54. Research & Publications
  55. Publication Tracker
  56. Paper 1: Samyama Unified Graph-Vector Database (arxiv:2603.08036)
  57. Paper 4: Open Biomedical Knowledge Graphs (arxiv:2603.15080)
  58. Paper 7: Billion-Edge KG Federation (in preparation)
  59. Paper 8: Graph-Grounded Optimization (arxiv:2605.12204)
  60. Paper 5a: Federated Biomedical KGs — GRADES-NDA @ SIGMOD 2026
  61. Paper 5b: Federated Biomedical KGs — ISWC 2026 In-Use Track
  62. Paper 6: MCP Tools vs Text-to-Cypher — aiDM @ SIGMOD 2026
  63. Paper 3: Industrial KG (AssetOpsBench) — NeurIPS E&D 2026
  64. VLDB 2027 Systems Paper (in preparation)
  65. Index of Implemented Papers