# Arize AX Docs > Official documentation for Arize AX, covering AI observability, tracing, evaluations, datasets, experiments, integrations, SDKs, APIs, self-hosting, and release notes. Use these Markdown links for compact, agent-readable versions of the AX documentation pages. ## Documentation - [ax](https://arize.com/docs/ax.md) - [core workflows](https://arize.com/docs/ax/core-workflows.md) - [set up with ai assistants](https://arize.com/docs/ax/set-up-with-ai-assistants.md) - [alyx](https://arize.com/docs/ax/alyx.md) - [get started tracing](https://arize.com/docs/ax/get-started/get-started-tracing.md) - [get started evaluations](https://arize.com/docs/ax/get-started/get-started-evaluations.md) - [get started improve your agent](https://arize.com/docs/ax/get-started/get-started-improve-your-agent.md) - [what are traces](https://arize.com/docs/ax/instrument/what-are-traces.md) - [set up tracing](https://arize.com/docs/ax/instrument/set-up-tracing.md) - [manual instrumentation](https://arize.com/docs/ax/instrument/manual-instrumentation.md) - [customize your traces](https://arize.com/docs/ax/instrument/customize-your-traces.md) - [track costs](https://arize.com/docs/ax/instrument/track-costs.md) - [set up sessions](https://arize.com/docs/ax/instrument/set-up-sessions.md) - [combining auto and manual](https://arize.com/docs/ax/instrument/combining-auto-and-manual.md) - [agent trajectory](https://arize.com/docs/ax/instrument/agent-trajectory.md) - [configure your tracer](https://arize.com/docs/ax/instrument/configure-your-tracer.md) - [mask and redact data](https://arize.com/docs/ax/instrument/mask-and-redact-data.md) - [data fabric](https://arize.com/docs/ax/security-and-settings/data-fabric.md) - [guardrails](https://arize.com/docs/ax/security-and-settings/llm-security/guardrails.md) - [advanced patterns](https://arize.com/docs/ax/instrument/advanced-patterns.md) - [view and manage traces](https://arize.com/docs/ax/observe/tracing/view-and-manage-traces.md) - [agent insights](https://arize.com/docs/ax/observe/agent-insights.md) - [custom metrics api](https://arize.com/docs/ax/observe/projects/custom-metrics-api.md) - [dashboards](https://arize.com/docs/ax/observe/dashboards.md) - [production monitoring](https://arize.com/docs/ax/observe/production-monitoring.md) - [human review](https://arize.com/docs/ax/evaluate/human-review.md) - [create evaluators](https://arize.com/docs/ax/evaluate/create-evaluators.md) - [run evals on traces](https://arize.com/docs/ax/evaluate/run-evals-on-traces.md) - [run evals on experiments](https://arize.com/docs/ax/evaluate/run-evals-on-experiments.md) - [align evals to human feedback](https://arize.com/docs/ax/evaluate/align-evals-to-human-feedback.md) - [evals overview](https://arize.com/docs/ax/evaluate/evals-overview.md) - [labeling queues](https://arize.com/docs/ax/evaluate/labeling-queues.md) - [build a dataset](https://arize.com/docs/ax/improve/build-a-dataset.md) - [set up an experiment](https://arize.com/docs/ax/improve/set-up-an-experiment.md) - [build a prompt](https://arize.com/docs/ax/improve/build-a-prompt.md) - [experiment in playground](https://arize.com/docs/ax/improve/experiment-in-playground.md) - [experiment in code](https://arize.com/docs/ax/improve/experiment-in-code.md) - [agent experiments overview](https://arize.com/docs/ax/improve/agent-experiments-overview.md) - [setup agent endpoint](https://arize.com/docs/ax/improve/setup-agent-endpoint.md) - [agent tracing context](https://arize.com/docs/ax/improve/agent-tracing-context.md) - [run agent experiments](https://arize.com/docs/ax/improve/run-agent-experiments.md) - [ci cd for automated experiments](https://arize.com/docs/ax/improve/ci-cd-for-automated-experiments.md) - [azure devops ci cd](https://arize.com/docs/ax/improve/azure-devops-ci-cd.md) - [github action basics](https://arize.com/docs/ax/improve/github-action-basics.md) - [gitlab ci cd basics](https://arize.com/docs/ax/improve/gitlab-ci-cd-basics.md) - [jenkins integration](https://arize.com/docs/ax/improve/jenkins-integration.md) - [harness ci cd](https://arize.com/docs/ax/improve/harness-ci-cd.md) - [machine learning](https://arize.com/docs/ax/machine-learning/machine-learning.md) - [what is ml observability](https://arize.com/docs/ax/machine-learning/machine-learning/what-is-ml-observability.md) - [quickstart](https://arize.com/docs/ax/machine-learning/machine-learning/quickstart.md) - [how to ml](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml.md) - [upload data to arize](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize.md) - [log directly via sdk api](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/log-directly-via-sdk-api.md) - [ui drag and drop](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/ui-drag-and-drop.md) - [ui drag and drop faq](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/ui-drag-and-drop/ui-drag-and-drop-faq.md) - [table ingestion tuning](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/table-ingestion-tuning.md) - [wildcard paths for cloud storage](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/wildcard-paths-for-cloud-storage.md) - [faq and troubleshoot data upload](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/faq-and-troubleshoot-data-upload.md) - [sending data faq](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/upload-data-to-arize/sending-data-faq.md) - [monitors](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/monitors.md) - [setup](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/monitors/setup.md) - [configure monitors](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/monitors/configure-monitors.md) - [notifications and integrations](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/monitors/configure-monitors/notifications-and-integrations.md) - [monitors api](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/monitors/monitors-api.md) - [choosing your metrics](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/monitors/choosing-your-metrics.md) - [dashboards](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards.md) - [widgets](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/widgets.md) - [templates](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/templates.md) - [model performance](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/templates/model-performance.md) - [pre production performance](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/templates/pre-production-performance.md) - [feature analysis](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/templates/feature-analysis.md) - [drift](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/templates/drift.md) - [programmatically create dashboards](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/dashboards/programmatically-create-dashboards.md) - [performance tracing](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/performance-tracing.md) - [time filtering](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/performance-tracing/time-filtering.md) - [ai powered performance insights](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/performance-tracing/ai-powered-performance-insights.md) - [drift tracing](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/drift-tracing.md) - [ai powered drift insights](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/drift-tracing/ai-powered-drift-insights.md) - [data distribution visualization](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/drift-tracing/data-distribution-visualization.md) - [embeddings for tabular data multivariate drift](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/drift-tracing/embeddings-for-tabular-data-multivariate-drift.md) - [custom metrics api](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api.md) - [custom metric syntax](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/custom-metric-syntax.md) - [conditionals and filters](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/custom-metric-syntax/conditionals-and-filters.md) - [all operators](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/custom-metric-syntax/all-operators.md) - [all functions](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/custom-metric-syntax/all-functions.md) - [custom metric examples](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/custom-metric-examples.md) - [12 custom metrics](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/12-custom-metrics.md) - [arizeql generator](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/custom-metrics-api/arizeql-generator.md) - [data quality troubleshooting](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/data-quality-troubleshooting.md) - [ai powered data quality insights](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/data-quality-troubleshooting/ai-powered-data-quality-insights.md) - [explainability](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/explainability.md) - [interpreting and analyzing feature importance values](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/explainability/interpreting-and-analyzing-feature-importance-values.md) - [shap](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/explainability/shap.md) - [surrogate model](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/explainability/surrogate-model.md) - [explainability faq](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/explainability/explainability-faq.md) - [explainability](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/explainability/explainability.md) - [11 bias tracing fairness](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/11-bias-tracing-fairness.md) - [automate model retraining](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/automate-model-retraining.md) - [product](https://arize.com/docs/ax/machine-learning/machine-learning/how-to-ml/product.md) - [integrations ml](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml.md) - [google bigquery](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/google-bigquery.md) - [gbq views](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/google-bigquery/gbq-views.md) - [google bigquery faq](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/google-bigquery/google-bigquery-faq.md) - [snowflake](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/snowflake.md) - [snowflake permissions configuration](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/snowflake/snowflake-permissions-configuration.md) - [databricks](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/databricks.md) - [gcs example](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/gcs-example.md) - [azure example](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/azure-example.md) - [aws s3 example](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/aws-s3-example.md) - [aws s3 example](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/aws-s3-example/aws-s3-example.md) - [connecting to kafka](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/connecting-to-kafka.md) - [airflow retrain](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/airflow-retrain.md) - [amazon eventbridge](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/amazon-eventbridge.md) - [integrations](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations.md) - [algorithmia](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/algorithmia.md) - [anyscale](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/anyscale.md) - [azure and databricks python](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/azure-and-databricks-python.md) - [bentoml](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/bentoml.md) - [ci cd cml](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/ci-cd-cml.md) - [feast](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/feast.md) - [google cloud ml python](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/google-cloud-ml-python.md) - [hugging face](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/hugging-face.md) - [langchain](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/langchain.md) - [mlflow](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/mlflow.md) - [neptune](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/neptune.md) - [paperspace](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/paperspace.md) - [pyspark](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/pyspark.md) - [anyscale ray serve](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/anyscale-ray-serve.md) - [sagemaker python](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/sagemaker-python.md) - [batch](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/sagemaker-python/batch.md) - [realtime](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/sagemaker-python/realtime.md) - [notebook instance with greater than 20gb of data](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/sagemaker-python/notebook-instance-with-greater-than-20gb-of-data.md) - [spell](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/spell.md) - [ubiops](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/ubiops.md) - [weights and biases](https://arize.com/docs/ax/machine-learning/machine-learning/integrations-ml/integrations/weights-and-biases.md) - [api reference ml](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml.md) - [python sdk](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk.md) - [arize pandas](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas.md) - [client](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/client.md) - [log](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/log.md) - [schema](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/schema.md) - [typedcolumns](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/typedcolumns.md) - [embeddingcolumnnames](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/embeddingcolumnnames.md) - [objectdetectioncolumnnames](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/objectdetectioncolumnnames.md) - [prompttemplatecolumnnames](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/prompttemplatecolumnnames.md) - [llmconfigcolumnnames](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/llmconfigcolumnnames.md) - [llmrunmetadatacolumnnames](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/llmrunmetadatacolumnnames.md) - [llm evaluation](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/llm-evaluation.md) - [autoembeddings](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/autoembeddings.md) - [utils.types.modeltypes](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/utils.types.modeltypes.md) - [utils.types.metrics](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/utils.types.metrics.md) - [utils.types.environments](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-pandas/utils.types.environments.md) - [arize log](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log.md) - [client](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/client.md) - [logpage](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/logpage.md) - [typedvalue](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/typedvalue.md) - [ranking](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/ranking.md) - [multi class](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/multi-class.md) - [objectdetection](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/objectdetection.md) - [embedding](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/embedding.md) - [llmrunmetadata](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/llmrunmetadata.md) - [utils.types.modeltypes](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/utils.types.modeltypes.md) - [utils.types.metrics](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/utils.types.metrics.md) - [utils.types.environments](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/python-sdk/arize-log/utils.types.environments.md) - [java sdk](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/java-sdk.md) - [constructor](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/java-sdk/constructor.md) - [log](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/java-sdk/log.md) - [bulklog](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/java-sdk/bulklog.md) - [logvalidationrecords](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/java-sdk/logvalidationrecords.md) - [logtrainingrecords](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/java-sdk/logtrainingrecords.md) - [r sdk](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/r-sdk.md) - [clientusdnew](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/r-sdk/clientusdnew.md) - [clientusdlog](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/r-sdk/clientusdlog.md) - [grpc api](https://arize.com/docs/ax/machine-learning/machine-learning/api-reference-ml/grpc-api.md) - [computer vision](https://arize.com/docs/ax/machine-learning/computer-vision.md) - [how to cv](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv.md) - [7 troubleshoot embedding data](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/7-troubleshoot-embedding-data.md) - [how to generate your own embedding](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/7-troubleshoot-embedding-data/how-to-generate-your-own-embedding.md) - [let arize generate your embeddings](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/7-troubleshoot-embedding-data/let-arize-generate-your-embeddings.md) - [embedding and cluster analyzer](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/embedding-and-cluster-analyzer.md) - [embedding summarization](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/embedding-summarization.md) - [similarity search](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/similarity-search.md) - [embedding drift](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/embedding-drift.md) - [embeddings faq](https://arize.com/docs/ax/machine-learning/computer-vision/how-to-cv/embeddings-faq.md) - [integrations cv](https://arize.com/docs/ax/machine-learning/computer-vision/integrations-cv.md) - [api reference cv](https://arize.com/docs/ax/machine-learning/computer-vision/api-reference-cv.md) - [api keys](https://arize.com/docs/ax/security-and-settings/api-keys.md) - [overview](https://arize.com/docs/ax/security-and-settings/integrations-playground/overview.md) - [anthropic](https://arize.com/docs/ax/security-and-settings/integrations-playground/anthropic.md) - [aws bedrock](https://arize.com/docs/ax/security-and-settings/integrations-playground/aws-bedrock.md) - [azure openai](https://arize.com/docs/ax/security-and-settings/integrations-playground/azure-openai.md) - [gemini](https://arize.com/docs/ax/security-and-settings/integrations-playground/gemini.md) - [nvidia nim](https://arize.com/docs/ax/security-and-settings/integrations-playground/nvidia-nim.md) - [openai](https://arize.com/docs/ax/security-and-settings/integrations-playground/openai.md) - [vertexai](https://arize.com/docs/ax/security-and-settings/integrations-playground/vertexai.md) - [custom llm models](https://arize.com/docs/ax/security-and-settings/integrations-playground/custom-llm-models.md) - [space rate limiting](https://arize.com/docs/ax/security-and-settings/space-rate-limiting.md) - [tags](https://arize.com/docs/ax/security-and-settings/tags.md) - [llm red teaming](https://arize.com/docs/ax/security-and-settings/llm-security/llm-red-teaming.md) - [sso and rbac](https://arize.com/docs/ax/security-and-settings/sso-and-rbac.md) - [custom roles](https://arize.com/docs/ax/security-and-settings/sso-and-rbac/custom-roles.md) - [project restrictions](https://arize.com/docs/ax/security-and-settings/sso-and-rbac/project-restrictions.md) - [rbac rest api](https://arize.com/docs/ax/security-and-settings/sso-and-rbac/rbac-rest-api.md) - [saml configuration](https://arize.com/docs/ax/security-and-settings/sso-and-rbac/saml-configuration.md) - [setting up sso with okta](https://arize.com/docs/ax/security-and-settings/sso-and-rbac/setting-up-sso-with-okta.md) - [arize private connect](https://arize.com/docs/ax/security-and-settings/arize-private-connect.md) - [compliance](https://arize.com/docs/ax/security-and-settings/compliance.md) - [arize audit log](https://arize.com/docs/ax/security-and-settings/compliance/arize-audit-log.md) - [delete traces with sensitive data](https://arize.com/docs/ax/security-and-settings/compliance/delete-traces-with-sensitive-data.md) - [whitelisting](https://arize.com/docs/ax/security-and-settings/whitelisting.md) ## Concepts - [overview](https://arize.com/docs/ax/concepts/otel-openinference/overview.md) - [signals](https://arize.com/docs/ax/concepts/otel-openinference/signals.md) - [resource](https://arize.com/docs/ax/concepts/otel-openinference/resource.md) - [exporter](https://arize.com/docs/ax/concepts/otel-openinference/exporter.md) - [span processor](https://arize.com/docs/ax/concepts/otel-openinference/span-processor.md) - [tracer provider](https://arize.com/docs/ax/concepts/otel-openinference/tracer-provider.md) - [arize otel helpers](https://arize.com/docs/ax/concepts/otel-openinference/arize-otel-helpers.md) - [semantic conventions](https://arize.com/docs/ax/concepts/otel-openinference/semantic-conventions.md) - [span kinds](https://arize.com/docs/ax/concepts/otel-openinference/span-kinds.md) - [instrumentation approaches](https://arize.com/docs/ax/concepts/otel-openinference/instrumentation-approaches.md) - [context managers](https://arize.com/docs/ax/concepts/otel-openinference/context-managers.md) - [context propagation](https://arize.com/docs/ax/concepts/otel-openinference/context-propagation.md) - [sampling](https://arize.com/docs/ax/concepts/otel-openinference/sampling.md) - [otel collector](https://arize.com/docs/ax/concepts/otel-openinference/otel-collector.md) ## Cookbooks - [cookbooks](https://arize.com/docs/ax/cookbooks.md) - [agent workflow patterns](https://arize.com/docs/ax/cookbooks/agent-workflow-patterns.md) - [openinference best practice](https://arize.com/docs/ax/cookbooks/tracing/openinference-best-practice.md) - [creating a custom llm evaluator with a benchmark dataset](https://arize.com/docs/ax/cookbooks/human-in-the-loop-workflows-annotations/creating-a-custom-llm-evaluator-with-a-benchmark-dataset.md) - [optimizing your eval prompts](https://arize.com/docs/ax/cookbooks/prompt-learning/optimizing-your-eval-prompts.md) - [guardrails](https://arize.com/docs/ax/cookbooks/ai-engineering-workflows/guardrails.md) - [tracing a2a agent](https://arize.com/docs/ax/cookbooks/agents/tracing-a2a-agent.md) - [trace evaluate browser use agent with l lama4](https://arize.com/docs/ax/cookbooks/agents/trace-evaluate-browser-use-agent-with-l-lama4.md) - [tracing and evaluating agents](https://arize.com/docs/ax/cookbooks/agents/tracing-and-evaluating-agents.md) - [foundry red team](https://arize.com/docs/ax/cookbooks/agents/foundry-red-team.md) - [evaluating and improving ai agents at scale with microsoft foundry](https://arize.com/docs/ax/cookbooks/agents/evaluating-and-improving-ai-agents-at-scale-with-microsoft-foundry.md) - [openai agents cookbook](https://arize.com/docs/ax/cookbooks/agents/openai-agents-cookbook.md) - [tracing a langgraph application with agent engine in vertex ai](https://arize.com/docs/ax/cookbooks/agents/tracing-a-langgraph-application-with-agent-engine-in-vertex-ai.md) - [ragas agents cookbook](https://arize.com/docs/ax/cookbooks/agents/ragas-agents-cookbook.md) - [arize + mosaic ai agent framework](https://arize.com/docs/ax/cookbooks/agents/arize-+-mosaic-ai-agent-framework.md) - [tracing a routing agent](https://arize.com/docs/ax/cookbooks/agents/tracing-a-routing-agent.md) - [evaluating agentic rag using arize and couchbase](https://arize.com/docs/ax/cookbooks/agents/evaluating-agentic-rag-using-arize-and-couchbase.md) - [summarization](https://arize.com/docs/ax/cookbooks/experiments/summarization.md) - [text2sql](https://arize.com/docs/ax/cookbooks/experiments/text2sql.md) - [model comparison for an email text extraction service](https://arize.com/docs/ax/cookbooks/experiments/model-comparison-for-an-email-text-extraction-service.md) - [optimizing coding agent prompts for execution](https://arize.com/docs/ax/cookbooks/prompt-learning/optimizing-coding-agent-prompts-for-execution.md) - [improving structured output generation with prompt learning](https://arize.com/docs/ax/cookbooks/prompt-learning/improving-structured-output-generation-with-prompt-learning.md) - [optimizing coding agent prompts for planning](https://arize.com/docs/ax/cookbooks/prompt-learning/optimizing-coding-agent-prompts-for-planning.md) - [align llm evals with human judgment](https://arize.com/docs/ax/cookbooks/human-in-the-loop-workflows-annotations/align-llm-evals-with-human-judgment.md) - [tracing and evaluating audio](https://arize.com/docs/ax/cookbooks/evaluation/tracing-and-evaluating-audio.md) - [trace level evaluations for a recommendation agent](https://arize.com/docs/ax/cookbooks/evaluation/trace-level-evaluations-for-a-recommendation-agent.md) - [session level evaluations for an ai tutor](https://arize.com/docs/ax/cookbooks/evaluation/session-level-evaluations-for-an-ai-tutor.md) - [llamaindex evals](https://arize.com/docs/ax/cookbooks/evaluation/llamaindex-evals.md) - [gemini audio evals](https://arize.com/docs/ax/cookbooks/evaluation/gemini-audio-evals.md) - [evaluating rag](https://arize.com/docs/ax/cookbooks/evaluation/evaluating-rag.md) - [retrieval evaluation](https://arize.com/docs/ax/cookbooks/evaluation/retrieval-evaluation.md) - [evaluation](https://arize.com/docs/ax/cookbooks/evaluation/evaluation.md) ## Integrations - [integrations](https://arize.com/docs/ax/integrations.md) - [overview](https://arize.com/docs/ax/integrations/opentelemetry/overview.md) - [opentelemetry arize otel](https://arize.com/docs/ax/integrations/opentelemetry/opentelemetry-arize-otel.md) - [openllmetry](https://arize.com/docs/ax/integrations/opentelemetry/openllmetry.md) - [traceloop sdk](https://arize.com/docs/ax/integrations/opentelemetry/traceloop-sdk.md) - [openlit](https://arize.com/docs/ax/integrations/opentelemetry/openlit.md) - [amazon bedrock tracing](https://arize.com/docs/ax/integrations/llm-providers/amazon-bedrock/amazon-bedrock-tracing.md) - [anthropic tracing](https://arize.com/docs/ax/integrations/llm-providers/anthropic/anthropic-tracing.md) - [google genai tracing](https://arize.com/docs/ax/integrations/llm-providers/google-gen-ai/google-genai-tracing.md) - [groq tracing](https://arize.com/docs/ax/integrations/llm-providers/groq/groq-tracing.md) - [litellm tracing](https://arize.com/docs/ax/integrations/llm-providers/litellm/litellm-tracing.md) - [mistralai tracing](https://arize.com/docs/ax/integrations/llm-providers/mistralai/mistralai-tracing.md) - [ollama tracing](https://arize.com/docs/ax/integrations/llm-providers/llama/ollama-tracing.md) - [openai tracing](https://arize.com/docs/ax/integrations/llm-providers/openai/openai-tracing.md) - [openrouter tracing](https://arize.com/docs/ax/integrations/llm-providers/openrouter/openrouter-tracing.md) - [vertexai tracing](https://arize.com/docs/ax/integrations/llm-providers/vertexai/vertexai-tracing.md) - [agno tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/agno/agno-tracing.md) - [amazon bedrock agents tracing](https://arize.com/docs/ax/integrations/llm-providers/amazon-bedrock/amazon-bedrock-agents-tracing.md) - [autogen tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/autogen/autogen-tracing.md) - [autogen agentchat tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/autogen/autogen-agentchat-tracing.md) - [bedrock agentcore](https://arize.com/docs/ax/integrations/python-agent-frameworks/aws-strands/bedrock-agentcore.md) - [beeai tracing python](https://arize.com/docs/ax/integrations/python-agent-frameworks/beeai/beeai-tracing-python.md) - [crewai tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/crewai/crewai-tracing.md) - [dspy tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/dspy/dspy-tracing.md) - [google adk tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/google-adk/google-adk-tracing.md) - [guardrails ai tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/guardrails-ai/guardrails-ai-tracing.md) - [haystack tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/haystack/haystack-tracing.md) - [instructor tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/instructor/instructor-tracing.md) - [langchain tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/langchain/langchain-tracing.md) - [langgraph tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/langgraph/langgraph-tracing.md) - [llamaindex tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/llamaindex/llamaindex-tracing.md) - [llamaindex workflows tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/llamaindex/llamaindex-workflows-tracing.md) - [mcp tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/model-context-protocol/mcp-tracing.md) - [microsoft agent framework](https://arize.com/docs/ax/integrations/python-agent-frameworks/microsoft/microsoft-agent-framework.md) - [openai agents sdk tracing](https://arize.com/docs/ax/integrations/llm-providers/openai/openai-agents-sdk-tracing.md) - [pipecat tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/pipecat/pipecat-tracing.md) - [portkey tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/portkey/portkey-tracing.md) - [pydantic ai tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/pydantic/pydantic-ai-tracing.md) - [semantic kernel tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/semantic-kernel/semantic-kernel-tracing.md) - [smolagents tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/hugging-face-smolagents/smolagents-tracing.md) - [aws strands tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/aws-strands/aws-strands-tracing.md) - [together ai tracing](https://arize.com/docs/ax/integrations/python-agent-frameworks/together-ai/together-ai-tracing.md) - [beeai tracing js](https://arize.com/docs/ax/integrations/ts-js-agent-frameworks/beeai/beeai-tracing-js.md) - [langchain js](https://arize.com/docs/ax/integrations/ts-js-agent-frameworks/langchain/langchain-js.md) - [mastra tracing](https://arize.com/docs/ax/integrations/ts-js-agent-frameworks/mastra/mastra-tracing.md) - [vercel ai sdk tracing](https://arize.com/docs/ax/integrations/ts-js-agent-frameworks/vercel/vercel-ai-sdk-tracing.md) - [annotation tracing](https://arize.com/docs/ax/integrations/java/annotation/annotation-tracing.md) - [arconia tracing](https://arize.com/docs/ax/integrations/java/arconia/arconia-tracing.md) - [langchain4j tracing](https://arize.com/docs/ax/integrations/java/langchain4j/langchain4j-tracing.md) - [spring ai tracing](https://arize.com/docs/ax/integrations/java/spring-ai/spring-ai-tracing.md) - [claude code tracing](https://arize.com/docs/ax/integrations/platforms/claude-code/claude-code-tracing.md) - [codex tracing](https://arize.com/docs/ax/integrations/platforms/codex/codex-tracing.md) - [copilot tracing](https://arize.com/docs/ax/integrations/platforms/copilot/copilot-tracing.md) - [cursor tracing](https://arize.com/docs/ax/integrations/platforms/cursor/cursor-tracing.md) - [gemini tracing](https://arize.com/docs/ax/integrations/platforms/gemini/gemini-tracing.md) - [kiro tracing](https://arize.com/docs/ax/integrations/platforms/kiro/kiro-tracing.md) - [dify tracing](https://arize.com/docs/ax/integrations/platforms/dify/dify-tracing.md) - [flowise tracing](https://arize.com/docs/ax/integrations/platforms/flowise/flowise-tracing.md) - [langflow tracing](https://arize.com/docs/ax/integrations/platforms/langflow/langflow-tracing.md) - [prompt flow tracing](https://arize.com/docs/ax/integrations/platforms/prompt-flow/prompt-flow-tracing.md) - [airflow provider](https://arize.com/docs/ax/integrations/orchestration/airflow/airflow-provider.md) - [airflow operators](https://arize.com/docs/ax/integrations/orchestration/airflow/airflow-operators.md) - [amazon bedrock evals](https://arize.com/docs/ax/integrations/llm-providers/amazon-bedrock/amazon-bedrock-evals.md) - [anthropic evals](https://arize.com/docs/ax/integrations/llm-providers/anthropic/anthropic-evals.md) - [gemini evals](https://arize.com/docs/ax/integrations/llm-providers/google-gen-ai/gemini-evals.md) - [litellm evals](https://arize.com/docs/ax/integrations/llm-providers/litellm/litellm-evals.md) - [microsoft](https://arize.com/docs/ax/integrations/evaluation-integrations/microsoft.md) - [mistralai evals](https://arize.com/docs/ax/integrations/llm-providers/mistralai/mistralai-evals.md) - [openai evals](https://arize.com/docs/ax/integrations/llm-providers/openai/openai-evals.md) - [ragas](https://arize.com/docs/ax/integrations/evaluation-integrations/ragas.md) - [ragas nvidia rag metrics](https://arize.com/docs/ax/integrations/evaluation-integrations/ragas-nvidia-rag-metrics.md) - [vertexai evals](https://arize.com/docs/ax/integrations/llm-providers/vertexai/vertexai-evals.md) ## API Reference - [overview](https://arize.com/docs/ax/rest-reference/overview.md) - [errors](https://arize.com/docs/ax/rest-reference/errors.md) - [download openapi spec](https://arize.com/docs/ax/rest-reference/download-openapi-spec.md) - [graphql reference](https://arize.com/docs/ax/graphql-reference.md) - [getting started with graphql](https://arize.com/docs/ax/graphql-reference/overview/getting-started-with-graphql.md) - [how to use graphql](https://arize.com/docs/ax/graphql-reference/overview/how-to-use-graphql.md) - [forming calls](https://arize.com/docs/ax/graphql-reference/overview/how-to-use-graphql/forming-calls.md) - [using global node ids](https://arize.com/docs/ax/graphql-reference/overview/how-to-use-graphql/using-global-node-ids.md) - [querying nested data](https://arize.com/docs/ax/graphql-reference/overview/how-to-use-graphql/querying-nested-data.md) - [notebook examples](https://arize.com/docs/ax/graphql-reference/overview/how-to-use-graphql/notebook-examples.md) - [mutations](https://arize.com/docs/ax/graphql-reference/overview/how-to-use-graphql/mutations.md) - [resource limitations](https://arize.com/docs/ax/graphql-reference/overview/resource-limitations.md) - [admin api](https://arize.com/docs/ax/graphql-reference/apis/admin-api.md) - [annotations api](https://arize.com/docs/ax/graphql-reference/apis/annotations-api.md) - [custom metrics api](https://arize.com/docs/ax/graphql-reference/apis/custom-metrics-api.md) - [dashboards api](https://arize.com/docs/ax/graphql-reference/apis/dashboards-api.md) - [file importer api](https://arize.com/docs/ax/graphql-reference/apis/file-importer-api.md) - [online tasks api](https://arize.com/docs/ax/graphql-reference/apis/online-tasks-api.md) - [metrics api](https://arize.com/docs/ax/graphql-reference/apis/metrics-api.md) - [models api](https://arize.com/docs/ax/graphql-reference/apis/models-api.md) - [monitors api](https://arize.com/docs/ax/graphql-reference/apis/monitors-api.md) - [table importer api](https://arize.com/docs/ax/graphql-reference/apis/table-importer-api.md) ## API Clients - [overview](https://arize.com/docs/api-clients/python/overview.md) - [overview](https://arize.com/docs/api-clients/python/version-8/overview.md) - [get started tracing with arize sdk](https://arize.com/docs/api-clients/python/version-8/tutorial/get-started-tracing-with-arize-sdk.md) - [get started evaluations with arize sdk](https://arize.com/docs/api-clients/python/version-8/tutorial/get-started-evaluations-with-arize-sdk.md) - [get started datasets experiments with arize sdk](https://arize.com/docs/api-clients/python/version-8/tutorial/get-started-datasets-experiments-with-arize-sdk.md) - [tracing](https://arize.com/docs/api-clients/python/version-8/tracing.md) - [ai integrations](https://arize.com/docs/api-clients/python/version-8/client-resources/ai-integrations.md) - [annotation configs](https://arize.com/docs/api-clients/python/version-8/client-resources/annotation-configs.md) - [annotation queues](https://arize.com/docs/api-clients/python/version-8/client-resources/annotation-queues.md) - [api keys](https://arize.com/docs/api-clients/python/version-8/client-resources/api-keys.md) - [datasets](https://arize.com/docs/api-clients/python/version-8/client-resources/datasets.md) - [evaluators](https://arize.com/docs/api-clients/python/version-8/client-resources/evaluators.md) - [experiments](https://arize.com/docs/api-clients/python/version-8/client-resources/experiments.md) - [ml models](https://arize.com/docs/api-clients/python/version-8/client-resources/ml-models.md) - [organizations](https://arize.com/docs/api-clients/python/version-8/client-resources/organizations.md) - [projects](https://arize.com/docs/api-clients/python/version-8/client-resources/projects.md) - [prompts](https://arize.com/docs/api-clients/python/version-8/client-resources/prompts.md) - [resource restrictions](https://arize.com/docs/api-clients/python/version-8/client-resources/resource-restrictions.md) - [role bindings](https://arize.com/docs/api-clients/python/version-8/client-resources/role-bindings.md) - [roles](https://arize.com/docs/api-clients/python/version-8/client-resources/roles.md) - [spaces](https://arize.com/docs/api-clients/python/version-8/client-resources/spaces.md) - [spans](https://arize.com/docs/api-clients/python/version-8/client-resources/spans.md) - [tasks](https://arize.com/docs/api-clients/python/version-8/client-resources/tasks.md) - [users](https://arize.com/docs/api-clients/python/version-8/client-resources/users.md) - [embeddings](https://arize.com/docs/api-clients/python/version-8/embeddings.md) - [utils](https://arize.com/docs/api-clients/python/version-8/utils.md) - [index](https://arize.com/docs/api-clients/python/version-8/migration/index.md) - [pandas client](https://arize.com/docs/api-clients/python/version-8/migration/pandas-client.md) - [stream client](https://arize.com/docs/api-clients/python/version-8/migration/stream-client.md) - [datasets client](https://arize.com/docs/api-clients/python/version-8/migration/datasets-client.md) - [experiments client](https://arize.com/docs/api-clients/python/version-8/migration/experiments-client.md) - [exporter client](https://arize.com/docs/api-clients/python/version-8/migration/exporter-client.md) - [overview](https://arize.com/docs/api-clients/python/version-7/overview.md) - [export data api](https://arize.com/docs/api-clients/python/version-7/export-data-api.md) - [prompt hub api](https://arize.com/docs/api-clients/python/version-7/prompt-hub-api.md) - [overview](https://arize.com/docs/api-clients/typescript/version-1/overview.md) - [ai integrations](https://arize.com/docs/api-clients/typescript/version-1/client-resources/ai-integrations.md) - [annotation configs](https://arize.com/docs/api-clients/typescript/version-1/client-resources/annotation-configs.md) - [annotation queues](https://arize.com/docs/api-clients/typescript/version-1/client-resources/annotation-queues.md) - [api keys](https://arize.com/docs/api-clients/typescript/version-1/client-resources/api-keys.md) - [datasets](https://arize.com/docs/api-clients/typescript/version-1/client-resources/datasets.md) - [evaluators](https://arize.com/docs/api-clients/typescript/version-1/client-resources/evaluators.md) - [experiments](https://arize.com/docs/api-clients/typescript/version-1/client-resources/experiments.md) - [organizations](https://arize.com/docs/api-clients/typescript/version-1/client-resources/organizations.md) - [projects](https://arize.com/docs/api-clients/typescript/version-1/client-resources/projects.md) - [prompts](https://arize.com/docs/api-clients/typescript/version-1/client-resources/prompts.md) - [resource restrictions](https://arize.com/docs/api-clients/typescript/version-1/client-resources/resource-restrictions.md) - [role bindings](https://arize.com/docs/api-clients/typescript/version-1/client-resources/role-bindings.md) - [roles](https://arize.com/docs/api-clients/typescript/version-1/client-resources/roles.md) - [spaces](https://arize.com/docs/api-clients/typescript/version-1/client-resources/spaces.md) - [spans](https://arize.com/docs/api-clients/typescript/version-1/client-resources/spans.md) - [tasks](https://arize.com/docs/api-clients/typescript/version-1/client-resources/tasks.md) - [users](https://arize.com/docs/api-clients/typescript/version-1/client-resources/users.md) - [overview](https://arize.com/docs/api-clients/go/version-2/overview.md) - [ai integrations](https://arize.com/docs/api-clients/go/version-2/client-resources/ai-integrations.md) - [annotation configs](https://arize.com/docs/api-clients/go/version-2/client-resources/annotation-configs.md) - [annotation queues](https://arize.com/docs/api-clients/go/version-2/client-resources/annotation-queues.md) - [api keys](https://arize.com/docs/api-clients/go/version-2/client-resources/api-keys.md) - [datasets](https://arize.com/docs/api-clients/go/version-2/client-resources/datasets.md) - [evaluators](https://arize.com/docs/api-clients/go/version-2/client-resources/evaluators.md) - [experiments](https://arize.com/docs/api-clients/go/version-2/client-resources/experiments.md) - [organizations](https://arize.com/docs/api-clients/go/version-2/client-resources/organizations.md) - [projects](https://arize.com/docs/api-clients/go/version-2/client-resources/projects.md) - [prompts](https://arize.com/docs/api-clients/go/version-2/client-resources/prompts.md) - [resource restrictions](https://arize.com/docs/api-clients/go/version-2/client-resources/resource-restrictions.md) - [role bindings](https://arize.com/docs/api-clients/go/version-2/client-resources/role-bindings.md) - [roles](https://arize.com/docs/api-clients/go/version-2/client-resources/roles.md) - [spaces](https://arize.com/docs/api-clients/go/version-2/client-resources/spaces.md) - [spans](https://arize.com/docs/api-clients/go/version-2/client-resources/spans.md) - [users](https://arize.com/docs/api-clients/go/version-2/client-resources/users.md) - [overview](https://arize.com/docs/api-clients/cli/overview.md) - [ai integrations](https://arize.com/docs/api-clients/cli/ai-integrations.md) - [annotation configs](https://arize.com/docs/api-clients/cli/annotation-configs.md) - [annotation queues](https://arize.com/docs/api-clients/cli/annotation-queues.md) - [api keys](https://arize.com/docs/api-clients/cli/api-keys.md) - [auth](https://arize.com/docs/api-clients/cli/auth.md) - [cache](https://arize.com/docs/api-clients/cli/cache.md) - [datasets](https://arize.com/docs/api-clients/cli/datasets.md) - [evaluators](https://arize.com/docs/api-clients/cli/evaluators.md) - [experiments](https://arize.com/docs/api-clients/cli/experiments.md) - [organizations](https://arize.com/docs/api-clients/cli/organizations.md) - [profiles](https://arize.com/docs/api-clients/cli/profiles.md) - [projects](https://arize.com/docs/api-clients/cli/projects.md) - [prompts](https://arize.com/docs/api-clients/cli/prompts.md) - [resource restrictions](https://arize.com/docs/api-clients/cli/resource-restrictions.md) - [role bindings](https://arize.com/docs/api-clients/cli/role-bindings.md) - [roles](https://arize.com/docs/api-clients/cli/roles.md) - [skills](https://arize.com/docs/api-clients/cli/skills.md) - [spaces](https://arize.com/docs/api-clients/cli/spaces.md) - [spans](https://arize.com/docs/api-clients/cli/spans.md) - [tasks](https://arize.com/docs/api-clients/cli/tasks.md) - [traces](https://arize.com/docs/api-clients/cli/traces.md) - [upgrade](https://arize.com/docs/api-clients/cli/upgrade.md) - [users](https://arize.com/docs/api-clients/cli/users.md) ## Changelog - [release notes](https://arize.com/docs/ax/release-notes.md)