volcengine/OpenViking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

Python32K stars2.5K forks+239 today

Topics

#context-database#agentic-rag#agent-memory#self-evolving#agent-plugins#dsh-plugin

What it does

OpenViking is an open-source context database for AI agents that unifies memory, knowledge retrieval and skills into a single filesystem. It offers tiered loading to reduce token costs and observable retrieval paths for debugging.

Star history

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Tracking

Last trending: 2026-08-18

Creator kit

Hook

Revolutionize AI context management with OpenViking, the self-evolving database that turns agent memory into a seamless filesystem experience. 🚀🔍

Content angles

A deep dive into how OpenViking's tiered loading system reduces costs and improves efficiency.
Exploring the architecture of OpenViking: How it stores memories, resources, and skills in one unified filesystem.
Case study: Real-world applications of OpenViking in enhancing AI agent performance.

Who should care

AI developers, researchers, and enthusiasts interested in context management for AI agents.