Observability

✨ Opik Assist (Beta)

Opik Assist AI response with recommendations

Beta Feature: Opik Assist is currently in beta and available exclusively on Opik Cloud (www.comet.com). Features and functionality may change as we continue to improve the experience.

Opik Assist is an AI-powered assistant that helps you quickly analyze, debug, and optimize your LLM application traces. By conversing with the AI agent, you can:

  • Ask natural language questions about your current trace and its spans
  • Identify performance issues and bottlenecks automatically
  • Get debugging recommendations for failed or slow operations
  • Analyze patterns within the selected trace
  • Understand cost implications of your LLM calls

How to Use Opik Assist

  1. Navigate to your project in Opik Cloud
  2. Open any trace you want to analyze
  3. Click the “Debug with AI” button (marked with a Beta badge)
  4. Use the chat interface on the right panel to ask questions
  5. Type your message in the chat input and get instant analysis and recommendations
Opik Assist interface

Data Privacy & Security

Your trace data security and privacy are our top priorities. Here’s exactly how your data is handled:

Privacy Guarantees

  • No Training: Your trace data is never used to train AI models
  • Quality Assurance Only: Comet retains logs of prompts and responses solely for internal quality assurance and debugging
  • No Third-Party Training: These logs are not used for training third-party models

What Data is Shared with OpenAI

To provide intelligent analysis, Opik Assist sends the following to OpenAI’s AI models:

  • Trace and span metadata: Names, timestamps, latency information
  • Input/output content: The actual prompts, responses, and tool outputs from your trace
  • Performance metrics: Token counts, costs, and timing data
  • Error information: Any error messages or status codes in the trace

What Data is NOT Shared

  • Opik system identifiers: No API keys, or authentication tokens from Opik
  • Account information: No workspace or project identifying information
  • Historical data: Only the current trace being analyzed

Important: While Opik doesn’t send system identifiers, your trace data (inputs/outputs) may contain personal or sensitive information that you’ve included in prompts or responses. This content will be sent to OpenAI as part of the trace analysis.

Current Limitations (Beta)

As a beta feature, Opik Assist currently has some limitations:

  • Cloud Only: Available exclusively on Opik Cloud, not in self-hosted deployments
  • Single Trace Analysis: Can only analyze one trace at a time, no cross-trace comparisons or aggregations
  • Rate Limits: Usage may be subject to rate limiting during peak times

Feedback & Support

Since this is a beta feature, we’d love to hear your feedback:

Coming Soon: We’re working on expanding Opik Assist to self-hosted deployments and adding support for advanced analysis capabilities.