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Groq

Monitor your services built with Groq AI inference models.

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Define your own dashboards with SLOs, latency, reliability, and cost measurements visualized in a centralized space for your generative AI applications.Create specific service dashboards to track the performance of your production application end-to-end: reliability, performance, and cost management.Review resource problems
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Overview

Combine the strength of Dynatrace end-to-end observability for your generative AI applications built with Groq inference technology. Dynatrace allows you to track and monitor the consumption, cost, and performance of your AI services and models at scale.

Dynatrace provides a real-time solution for tracking and revealing the full context of used technologies, service interaction topology, and observability metrics (traces, logs, and business events). This is done automatically and applies to any output.

Use cases

Monitor service health and performance

  • Detect bottlenecks by tracking real-time metrics, including request counts, durations, and error rates.
  • Manage service costs with automated cost calculations for each request.
  • Stay on track with SLOs

Monitor service quality and cost

  • Setup error budgets for performance and cost controls
  • Validate consumption and response time by models
  • Prevent quality degradation by validating models and usage patterns in real time.

End-to-end tracing and debugging

  • Achieve complete visibility of prompt flows, from initial request to final response, for faster root cause analysis.
  • Capture detailed debug data to troubleshoot issues in complex pipelines.
  • Streamline your workflows with granular tracing of LLM prompts, including response latency and model-level metrics.
  • Resolve issues quicker by pinpointing exact problem areas in prompts, tokens, or system integrations.

Build trust, reduce compliance and audit risks

  • Track every input and output for an audit trail
  • All data can be queried in real time and stored for future reference.
  • Maintain full data lineage from initial prompt to response output

Get started

Setting up full stack observability for your GenAI applications is possible with Traceloop's OpenLLMetry, with OpenTelemetry under the hood, which can seamlessly provide comprehensive end-to-end insights into your production environments.

To set up OpenLLMetry with Dynatrace, see Dynatrace Documentation.

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