Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
-
Updated
Aug 5, 2024 - Python
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Kubernetes observability and automation, with an awesome Prometheus integration
Uncomplicated Observability for Python and beyond! 🪵🔥
Open-source observability for your LLM application, based on OpenTelemetry
Easy token price estimates for 400 LLMs. TokenOps.
Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.
Like PyTorch for ML infra. Iterable, debuggable, multi-cloud, 100% reproducible across research and production.
ML powered analytics engine for outlier detection and root cause analysis.
OpenLIT: Complete Observability and Evals for the Entire GenAI Stack, from LLMs to GPUs. Improve your LLM apps from playground to production 📈. Supports 20 monitoring integrations like OpenAI & LangChain. Collect and Send GPU performance, costs, tokens, user activity, LLM traces and metrics to any OpenTelemetry endpoint in just one line of code.
Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.
Datadog Python APM Client
A robust streaming log template miner based on the Drain algorithm
LangSmith Client SDK Implementations
Runbook automation platform with deep observability integrations for SRE & On-Call Teams
System performance characterization tool based on linux perf
Open source data observability platform
Performance visualisation tools
On-Call/DevOps Assistant - Get a head start on fixing alerts with AI investigation
Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.
Error tracking and logging from Python to Rollbar
Add a description, image, and links to the observability topic page so that developers can more easily learn about it.
To associate your repository with the observability topic, visit your repo's landing page and select "manage topics."