OpenViking: a self-evolving context database for AI agents

OpenViking, backed by Volcengine (ByteDance's cloud arm), unifies agent memory, RAG, and skills into a single storage layer with self-evolving schema. The project has over 40K stars and uses a DSH-plugin architecture to adapt indexing to agent query patterns.

• OpenViking unifies agent memory, RAG, and skills in one database
• Self-evolution adjusts schema based on latency and accuracy signals
• DSH-plugin architecture splits data, schema, and handler layers
• Backed by Volcengine, the project has 40K+ GitHub stars