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OpenTelemetry-native AI Observability, Evaluation and Guardrails Framework Documentation | Quickstart | Roadmap | Feature Request | Report a Bug OpenLIT SDK is a monitoring framework built on top of OpenTelemetry that gives your complete Observability for your AI stack, from LLMs to vector databases and GPUs, with just one line of code with tracing and metrics. It also allows you to send the generated traces and metrics to your existing monitoring tools like Grafana, New Relic, and more. This project proudly follows and maintains the Semantic Conventions with the OpenTelemetry community, consistently updating to align with the latest standards in Observability. ⚡ Features 🔎 Auto Instrumentation: Works with 50+ LLM providers, Agents, Vector databases, and GPUs with just one line of code. 🔭 OpenTelemetry-Native Observability SDKs: Vendor-neutral SDKs that can send traces and metrics to your existing observability tool like Prometheus and Jaeger. 💲 Cost Tracking for Custom and F
This library allows to export metrics data to Prometheus. Installation pip install opentelemetry-exporter-prometheus References OpenTelemetry Prometheus Exporter Prometheus OpenTelemetry Project
This library allows to export remote write metrics data to Prometheus.
See for documentation.
Prometheus Flask exporter[![PyPI]( [![PyPI]( [![PyPI - Downloads]( [![Coverage Status]( [![Code Climate](
Python client for Prometheus.
Trickster is a reverse proxy cache for the Prometheus HTTP APIv1 that dramatically accelerates dashboard rendering times for any series queried from Prometheus.