5 posts with this tag
We put a Valkey semantic cache in front of a RAG pipeline on Kubernetes - Qwen on vLLM, MiniLM embeddings, Milvus, all deployed as OpenEverest Instances - and measured it. Cache hits answered in 88 ms instead of 4.7 s and cut LLM tokens by three quarters. Most of that came from exact repeats, and every bit of extra fuzziness bought wrong answers.
Run your own OpenAI-compatible endpoint on your GPUs with OpenEverest v2.0.0-dev.3 and the KServe provider - per-model API keys, token quotas, HTTPS, and models that span several GPU nodes.
Kubernetes 1.37 stops treating GPUs, gang jobs and fat data volumes as afterthoughts. Here are the seven changes that AI and data teams will actually feel.
Learn how to create an AI agent that manages databases on OpenEverest using OpenClaw skills generated from OpenAPI specs. Practical guide with real examples.
Secure your AI future. Learn why sovereign clouds and self-hosted databases are critical for compliance, cost control, and speed. Don't rent your future—build it.
