☁️ Build multimodal AI applications with cloud-native stack

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

Uncomplicated Observability for Python and beyond! 🪵🔥

Feature rich robust FastAPI template.

OpenTelemetry Python API and SDK

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

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.

OpenTelemetry community content

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

OpenTelemetry Instrumentation for AI Observability

A set of tools that gives agents powerful capabilities.

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

Agent samples built using the Strands Agents SDK.

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

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.

Azure Monitor Distro for OpenTelemetry Python

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.

Cloud Native Observability with OpenTelemetry, Published by Packt

A FastAPI backend for blog with OpenTelemtry and Jaeger

Trace FastAPI with Jaeger through OpenTelemetry Python API and SDK.