Tag: rag
2 insights tagged with "rag". View all insights
Meet OpenViking: An Open-Source Context Database that Brings Filesystem-Based Memory and Retrieval to AI Agent Systems like OpenClaw
OpenViking is an open-source "Context Database" from Volcengine that organises AI agent context as a virtual filesystem rather than flat vector chunks. It us...
Is RAG Still Needed? Choosing the Best Approach for LLMs
RAG and long context are two competing approaches for injecting external knowledge into LLMs, each with distinct trade-offs. Long context wins on simplicity ...