> For the complete documentation index, see [llms.txt](https://docs-old.evidentlyai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs-old.evidentlyai.com/user-guide.md).

# User Guide

- [Projects](https://docs-old.evidentlyai.com/user-guide/projects.md)
- [Projects overview](https://docs-old.evidentlyai.com/user-guide/projects/projects_overview.md): Introduction to Projects in Evidently Platform.
- [Manage Projects](https://docs-old.evidentlyai.com/user-guide/projects/add_project.md): Set up a Project for your evaluation or monitoring use case.
- [Tracing](https://docs-old.evidentlyai.com/user-guide/tracing.md)
- [Tracing overview](https://docs-old.evidentlyai.com/user-guide/tracing/tracing_overview.md): Introduction to tracing.
- [Set up tracing](https://docs-old.evidentlyai.com/user-guide/tracing/set_up_tracing.md): Set up LLM tracing with tracely.
- [Input data](https://docs-old.evidentlyai.com/user-guide/input-data.md)
- [Input data overview](https://docs-old.evidentlyai.com/user-guide/input-data/data-requirements.md): How to prepare the data to run Evidently Reports or Test Suites.
- [Column mapping](https://docs-old.evidentlyai.com/user-guide/input-data/column-mapping.md): How to use column mapping in Evidently.
- [Data for Classification](https://docs-old.evidentlyai.com/user-guide/input-data/classification_data.md): How to define the data schema for classification.
- [Data for Recommendations](https://docs-old.evidentlyai.com/user-guide/input-data/recsys_data.md): How to define the data schema for ranking and recommendations.
- [Load data to pandas](https://docs-old.evidentlyai.com/user-guide/input-data/load-data-to-pandas.md)
- [Tests and Reports](https://docs-old.evidentlyai.com/user-guide/tests-and-reports.md)
- [Reports and Tests Overview](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/introduction.md): Introduction to Reports and Test Suites.
- [Get a Report](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/get-reports.md): How to generate Reports using Evidently Python library.
- [Run a Test Suite](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/run-tests.md): How to run Test Suites using Evidently Python library.
- [Evaluate Text Data](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/text-descriptors.md): How to run evaluations for text data with Descriptors.
- [Output formats](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/output_formats.md): How to export the results of evaluations.
- [Generate multiple Tests or Metrics](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/test-metric-generator.md)
- [Run Evidently on Spark](https://docs-old.evidentlyai.com/user-guide/tests-and-reports/spark.md): How to run calculations on Spark.
- [Evaluations](https://docs-old.evidentlyai.com/user-guide/evaluations.md)
- [Evaluations overview](https://docs-old.evidentlyai.com/user-guide/evaluations/evals_overview.md): How to run evaluation workflows in Evidently Platform.
- [Generate snapshots](https://docs-old.evidentlyai.com/user-guide/evaluations/snapshots.md): How to run evals in Python and upload to Evidently Platform.
- [Run no code evals](https://docs-old.evidentlyai.com/user-guide/evaluations/no_code_evals.md): How to evaluate your data in a no-code interface.
- [Monitoring](https://docs-old.evidentlyai.com/user-guide/monitoring.md)
- [Monitoring overview](https://docs-old.evidentlyai.com/user-guide/monitoring/monitoring_overview.md): How to set up online evaluations and monitoring.
- [Batch monitoring](https://docs-old.evidentlyai.com/user-guide/monitoring/batch_monitoring.md): How to run batch monitoring workflows.
- [Collector service](https://docs-old.evidentlyai.com/user-guide/monitoring/collector_service.md): How to send data in near real-time using the Collector service.
- [Scheduled evaluations](https://docs-old.evidentlyai.com/user-guide/monitoring/scheduled_evals.md)
- [Send alerts](https://docs-old.evidentlyai.com/user-guide/monitoring/alerting.md): Get notifications in Slack or email.
- [Dashboard](https://docs-old.evidentlyai.com/user-guide/dashboard.md)
- [Dashboard overview](https://docs-old.evidentlyai.com/user-guide/dashboard/dashboard_overview.md): Introduction to Dashboards.
- [Pre-built Tabs](https://docs-old.evidentlyai.com/user-guide/dashboard/add_dashboard_tabs.md): Get a pre-built monitoring Dashboard using templates.
- [Panel types](https://docs-old.evidentlyai.com/user-guide/dashboard/design_dashboard.md): Overview of the available monitoring Panel types.
- [Adding Panels](https://docs-old.evidentlyai.com/user-guide/dashboard/design_dashboard_api.md): Design your Dashboard with custom Panels.
- [Datasets](https://docs-old.evidentlyai.com/user-guide/datasets.md)
- [Datasets overview](https://docs-old.evidentlyai.com/user-guide/datasets/datasets_overview.md): Introduction to Datasets in Evidently Platform.
- [Work with Datasets](https://docs-old.evidentlyai.com/user-guide/datasets/datasets_api.md): Working with Datasets on Evidently Platform.
- [Customization](https://docs-old.evidentlyai.com/user-guide/customization.md)
- [Data drift parameters](https://docs-old.evidentlyai.com/user-guide/customization/options-for-statistical-tests.md): How to set custom data drift conditions and thresholds for tabular and text data.
- [Embeddings drift parameters](https://docs-old.evidentlyai.com/user-guide/customization/embeddings-drift-parameters.md): How to customize data drift detection for embeddings.
- [Feature importance in data drift](https://docs-old.evidentlyai.com/user-guide/customization/feature-importance.md): How to show feature importance in Data Drift evaluations.
- [Text evals with LLM-as-judge](https://docs-old.evidentlyai.com/user-guide/customization/llm_as_a_judge.md): How to use external LLMs to score text data.
- [Text evals with HuggingFace](https://docs-old.evidentlyai.com/user-guide/customization/huggingface_descriptor.md): How to use models available on HuggingFace as text Descriptors.
- [Add a custom text descriptor](https://docs-old.evidentlyai.com/user-guide/customization/add-custom-descriptor.md): How to add custom text descriptors.
- [Add a custom drift method](https://docs-old.evidentlyai.com/user-guide/customization/add-custom-drift-method.md): How to implement a new drift detection method.
- [Add a custom Metric or Test](https://docs-old.evidentlyai.com/user-guide/customization/add-custom-metric-or-test.md)
- [Customize JSON output](https://docs-old.evidentlyai.com/user-guide/customization/json-dict-output.md): How to modify what is included in the Evidently JSON or Python dictionary output.
- [Show raw data in Reports](https://docs-old.evidentlyai.com/user-guide/customization/report-data-aggregation.md): How to change data aggregation in plots.
- [Add text comments to Reports](https://docs-old.evidentlyai.com/user-guide/customization/text-comments.md): How to add a widget with custom text.
- [Change color schema](https://docs-old.evidentlyai.com/user-guide/customization/options-for-color-schema.md): You can modify the colors in the Reports and Tests.
- [How-to guides](https://docs-old.evidentlyai.com/user-guide/how-to-guides.md): How-to guides.