☁️ Build multimodal AI applications with cloud-native stack

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

A model-driven approach to building AI agents in just a few lines of code.

Uncomplicated Observability for Python and beyond! 🪵🔥

Feature rich robust FastAPI template.

OpenTelemetry Python API and SDK

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.

OpenTelemetry community content

A set of tools that gives agents powerful capabilities.

OpenTelemetry Instrumentation for AI Observability

Agent samples built using the Strands Agents SDK.

An example agent demonstrating streaming, tool use, and interactivity from your terminal. This agent builder can help you to build your own agents and tools.

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

grafana.grafana Ansible collection provides modules and roles for managing various resources on Grafana Cloud and roles to manage and deploy Grafana Agent and Grafana

Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.

Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.

Azure Monitor Distro for OpenTelemetry Python

A performant high-throughput CPU-based API for Meta's No Language Left Behind (NLLB) using CTranslate2, hosted on Hugging Face Spaces.

Cloud Native Observability with OpenTelemetry, Published by Packt