# Documentation

## Docs

- [Product updates](https://docs.evidentlyai.com/changelog/changelog.md): Latest releases.
- [Data definition](https://docs.evidentlyai.com/docs/library/data_definition.md): How to map the input data.
- [Descriptors](https://docs.evidentlyai.com/docs/library/descriptors.md): How to run evaluations for text data.
- [Overview](https://docs.evidentlyai.com/docs/library/evaluations_overview.md): Core eval workflow using the Evidently library at a glance.
- [Metric generators](https://docs.evidentlyai.com/docs/library/metric_generator.md): How to generate multiple metrics at once.
- [Output formats](https://docs.evidentlyai.com/docs/library/output_formats.md): How to export the evaluation results.
- [Introduction](https://docs.evidentlyai.com/docs/library/overview.md): Core concepts and components of the Evidently Python library.
- [Prompt optimization](https://docs.evidentlyai.com/docs/library/prompt_optimization.md): [NEW] Automated prompt optimization.
- [Report](https://docs.evidentlyai.com/docs/library/report.md): How to generate Report.
- [Synthetic data generation](https://docs.evidentlyai.com/docs/library/synthetic_data_api.md): [NEW] Code-first synthetic data generation.
- [Add tags and metadata](https://docs.evidentlyai.com/docs/library/tags_metadata.md): How to add metadata to evaluations.
- [Tests](https://docs.evidentlyai.com/docs/library/tests.md): How to run conditional checks.
- [Alerts](https://docs.evidentlyai.com/docs/platform/alerts.md): How to set up alerts.
- [Add dashboard panels (API)](https://docs.evidentlyai.com/docs/platform/dashboard_add_panels.md): How to design your Dashboard with custom Panels.
- [Add dashboard panels (UI)](https://docs.evidentlyai.com/docs/platform/dashboard_add_panels_ui.md): How to design your Dashboard with custom Panels.
- [Overview](https://docs.evidentlyai.com/docs/platform/dashboard_overview.md): Introduction to Dashboard.
- [Synthetic data](https://docs.evidentlyai.com/docs/platform/datasets_generate.md): Generating synthetic data.
- [Overview](https://docs.evidentlyai.com/docs/platform/datasets_overview.md): Introduction to Datasets.
- [Work with datasets](https://docs.evidentlyai.com/docs/platform/datasets_workflow.md): How to create, upload and manage Datasets.
- [Run evals via API](https://docs.evidentlyai.com/docs/platform/evals_api.md): How to run evals and log them on the platform
- [Explore view](https://docs.evidentlyai.com/docs/platform/evals_explore.md): Reviewing the evaluation results on the Platform.
- [No code evals](https://docs.evidentlyai.com/docs/platform/evals_no_code.md): How to evaluate your data in a no-code interface.
- [Overview](https://docs.evidentlyai.com/docs/platform/evals_overview.md): Running evals on the platform.
- [Batch monitoring](https://docs.evidentlyai.com/docs/platform/monitoring_local_batch.md): How to run batch evaluation jobs.
- [Overview](https://docs.evidentlyai.com/docs/platform/monitoring_overview.md): How production AI quality monitoring works.
- [Scheduled evals](https://docs.evidentlyai.com/docs/platform/monitoring_scheduled_evals.md): Running managed evaluations over traces on a platform.
- [Introduction](https://docs.evidentlyai.com/docs/platform/overview.md): Evidently Platform at a glance.
- [Manage Projects](https://docs.evidentlyai.com/docs/platform/projects_manage.md): Set up an evaluation or monitoring Project.
- [Overview](https://docs.evidentlyai.com/docs/platform/projects_overview.md): Introduction to Projects.
- [Overview](https://docs.evidentlyai.com/docs/platform/tracing_overview.md): Introduction to Tracing.
- [Set up tracing](https://docs.evidentlyai.com/docs/platform/tracing_setup.md): How to collect data from a live LLM app.
- [Evidently Cloud](https://docs.evidentlyai.com/docs/setup/cloud.md): How to set up Evidently Cloud account.
- [Installation](https://docs.evidentlyai.com/docs/setup/installation.md): How to install the open-source Python library.
- [Self-hosting](https://docs.evidentlyai.com/docs/setup/self-hosting.md): How to self-host the open-source Evidently UI service.
- [Evidently and GitHub actions](https://docs.evidentlyai.com/examples/GitHub_actions.md): Testing LLM outputs as part of the CI/CD flow.
- [LLM as a judge](https://docs.evidentlyai.com/examples/LLM_judge.md): How to create and evaluate an LLM judge.
- [LLM-as-a-jury](https://docs.evidentlyai.com/examples/LLM_jury.md): Evaluate the LLM outputs with multiple LLMs.
- [RAG evals](https://docs.evidentlyai.com/examples/LLM_rag_evals.md): Metrics to evaluate a RAG system.
- [Tutorials and guides](https://docs.evidentlyai.com/examples/introduction.md): End-to-end code examples.
- [Evidently Cloud v2](https://docs.evidentlyai.com/faq/cloud_v2.md): A new version of Evidently Cloud available starting April 10, 2025.
- [Contact us](https://docs.evidentlyai.com/faq/contact.md): How to connect with Evidently team.
- [Frequently Asked Questions](https://docs.evidentlyai.com/faq/introduction.md): Popular questions.
- [Migration Guide](https://docs.evidentlyai.com/faq/migration.md): How to migrate to the new Evidently version?
- [Open-source vs. Cloud](https://docs.evidentlyai.com/faq/oss_vs_cloud.md): Deployment options and feature overview.
- [Telemetry](https://docs.evidentlyai.com/faq/telemetry.md): What data is collected when you use Evidently open-source.
- [Why Evidently?](https://docs.evidentlyai.com/faq/why_evidently.md): Why choose Evidently.
- [What is Evidently?](https://docs.evidentlyai.com/introduction.md): Welcome to the Evidently documentation.
- [All Descriptors](https://docs.evidentlyai.com/metrics/all_descriptors.md): Reference page for all row-level text and LLM evals.
- [All Metrics](https://docs.evidentlyai.com/metrics/all_metrics.md): Reference page for all dataset-level evals.
- [Overview](https://docs.evidentlyai.com/metrics/all_presets.md): All available Presets.
- [Customize Data Drift](https://docs.evidentlyai.com/metrics/customize_data_drift.md): How to change data drift detection methods and conditions.
- [Custom Text Descriptor](https://docs.evidentlyai.com/metrics/customize_descriptor.md): How to add a custom row-level text evaluator.
- [Use HuggingFace models](https://docs.evidentlyai.com/metrics/customize_hf_descriptor.md): How to use models from HuggingFace as evaluators.
- [Configure LLM Judges](https://docs.evidentlyai.com/metrics/customize_llm_judge.md): How to run prompt-based evaluators for custom criteria.
- [Custom Metric](https://docs.evidentlyai.com/metrics/customize_metric.md): How to create a custom dataset or column-level Metric.
- [Data drift](https://docs.evidentlyai.com/metrics/explainer_drift.md): How data drift detection works
- [Ranking and RecSys metrics](https://docs.evidentlyai.com/metrics/explainer_recsys.md): Open-source metrics for ranking and recommendations.
- [Evaluations](https://docs.evidentlyai.com/metrics/introduction.md): Available metrics, tests and how to customize them.
- [Classification](https://docs.evidentlyai.com/metrics/preset_classification.md): Overview of the Classification Quality Preset
- [Data Drift](https://docs.evidentlyai.com/metrics/preset_data_drift.md): Overview of the Data Drift Preset.
- [Data Summary](https://docs.evidentlyai.com/metrics/preset_data_summary.md): Overview of the Data Summary Preset.
- [Regression](https://docs.evidentlyai.com/metrics/preset_regression.md): Overview of the Regression Quality Preset
- [Text Evals](https://docs.evidentlyai.com/metrics/preset_text_evals.md): Overview of the Text Evals Preset.
- [LLM Evaluation](https://docs.evidentlyai.com/quickstart_llm.md): Evaluate text outputs in under 5 minutes
- [Data and ML checks](https://docs.evidentlyai.com/quickstart_ml.md): Run a simple evaluation for tabular data
- [Tracing](https://docs.evidentlyai.com/quickstart_tracing.md): How to capture LLM inputs and outputs and evaluate them.
- [Adversarial testing](https://docs.evidentlyai.com/synthetic-data/adversarial_data.md): Synthetic edge cases and tricky inputs
- [Create synthetic inputs](https://docs.evidentlyai.com/synthetic-data/input_data.md): Generate input test cases.
- [Synthetic data](https://docs.evidentlyai.com/synthetic-data/introduction.md): Generating test cases and datasets.
- [RAG evaluation dataset](https://docs.evidentlyai.com/synthetic-data/rag_data.md): Synthetic data for RAG.
- [Why synthetic data?](https://docs.evidentlyai.com/synthetic-data/why_synthetic.md): When do you need synthetic data in LLM evaluations.

## OpenAPI Specs

- [openapi](https://docs.evidentlyai.com/api-reference/openapi.json)

## Optional

- [GitHub](https://github.com/evidentlyai/evidently)
- [Community](https://discord.gg/xZjKRaNp8b)
- [Old docs](https://docs-old.evidentlyai.com)