As LLMs move into production, #Observability is essential for Reliability, Performance & Responsible AI.
Learn how to deploy an #opensource observability stack - using Prometheus, Grafana, Tempo, and OpenTelemetry Collectors on Kubernetes - and monitor real #AI workloads with #vLLM & #Llamastack.
🎥 Watch the #InfoQ video (#transcript included): https://bit.ly/4hlKoDa
3 things to know about Red Hat AI 3
https://www.youtube.com/watch?v=eztORiJWYMs
#RedHat #AI #RedHatAI #llmd #Agentic #MCP #ModelContextProtocol #LlamaStack #OpenSource #OpenShift #OpenShiftAI
Red Hat Brings Distributed AI Inference to Production AI Workloads with Red Hat AI 3
Introducing vLLM Inference Provider in Llama Stack
https://blog.vllm.ai/2025/01/27/intro-to-llama-stack-with-vllm.html
#artificialintelligence #AI #vLLM #llamastack #opensource #RedHat
We are excited to announce that vLLM inference provider is now available in Llama Stack through the collaboration between the Red Hat AI Engineering team and the Llama Stack team from Meta. This article provides an introduction to this integration and a tutorial to help you get started using it locally or deploying it in a Kubernetes cluster.
🦙 #LlamaStack: Standardizing #GenerativeAI Development
Defines open API specs for #AI application building blocks
Covers full lifecycle: model training, evaluation, production deployment
Includes APIs for inference, safety, memory, agents, and more
Supports multiple environments: local, hosted, and on-device
🛠️ Features:
#OpenSource API providers and distributions
Mix-and-match capabilities (e.g., local small models, cloud-based large models)
Consistent APIs across platforms (server, mobile, etc.)
🤝 Supported implementations:
API Providers: #Meta Reference, #Fireworks, #AWS Bedrock, #Together, #Ollama, TGI, #Chroma, PG Vector, #PyTorch ExecuTorch
Distributions: Meta Reference, Dell-TGI
📦 Easy installation via pip or from source 🖥️ Includes 'llama' CLI for managing distributions, models, and more
Learn more: https://github.com/meta-llama/llama-stack
InfoQ
Adam 
michabbb