Python

Start here to integrate Opik with Hugging Face Datasets for end-to-end LLM observability, unit testing, and optimization.

Use Ragas evaluation metrics to assess your LLM application quality and automatically track results in Opik for comprehensive performance monitoring.

Start here to integrate Opik into your Guardrails AI-based genai application for validation tracking, compliance monitoring, and guard evaluation.

How to send data to Opik using the Opik Python SDK

How to send data to Opik using the OpenTelemetry Python SDK