# Weights & Biases Documentation ## Docs - [W&B Tutorials & Blog](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/blog.md) - [W&B Courses](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/courses.md) - [Example Code & Notebooks](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/examples.md): H… - [Get Started with Weights & Biases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/get-started.md): C… - [Build AI agents, applications, and models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/index.md): D… - [Serverless Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference.md): A… - [API overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/api-reference.md): E… - [Chat completions](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/api-reference/chat-completions.md): C… - [List models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/api-reference/list-models.md): R… - [Usage examples](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/examples.md): L… - [Model lifecycle](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/lifecycle.md): L… - [Use Serverless LoRA Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/lora.md): B… - [Available models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/models.md): B… - [Prerequisites](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/prerequisites.md): S… - [API Reference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/ref-link-api.md) - [Enable JSON mode](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/response-settings/json-mode.md): C… - [View reasoning information](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/response-settings/reasoning.md): H… - [Enable streaming responses](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/response-settings/streaming.md): E… - [Enable structured output](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/response-settings/structured-output.md): H… - [Call tools](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/response-settings/tool-calling.md): U… - [Support: Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/support-inference.md) - [Creating a fine-tuned LoRA](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/tutorials/creating-lora.md): L… - [Cline with Serverless Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/tutorials/integration-cline.md): L… - [UI guide](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/ui-guide.md): A… - [Usage information and limits](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/inference/usage-limits.md): U… - [W&B Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models.md): U… - [Console logs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/console-logs.md): V… - [Manage workspace, section, and panel settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/cascade-settings.md): M… - [Custom charts overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/custom-charts.md): C… - [Tutorial: Use custom charts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/custom-charts/walkthrough.md): T… - [Panels](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels.md): U… - [Bar plots](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/bar-plot.md): V… - [Save and diff code](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/code.md): E… - [Line plots overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/line-plot.md): V… - [Line plot reference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/line-plot/reference.md): R… - [Point aggregation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/line-plot/sampling.md): U… - [Smooth line plots](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/line-plot/smoothing.md): I… - [Media panels](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/media.md): A… - [Parallel coordinates](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/parallel-coordinates.md): C… - [Parameter importance](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/parameter-importance.md): V… - [Query panels overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/query-panels.md): S… - [Embed objects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/query-panels/embedding-projector.md): W… - [Compare run metrics](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/run-comparer.md): U… - [Scatter plots](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/features/panels/scatter-plot.md): C… - [Keyboard shortcuts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/app/keyboard-shortcuts.md): L… - [Artifacts overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts.md): O… - [Tutorial: Create, track, and use a dataset artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/artifacts-walkthrough.md): C… - [Create an artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/construct-an-artifact.md): C… - [Create an artifact alias](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/create-a-custom-alias.md): C… - [Create an artifact version](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/create-a-new-artifact-version.md): C… - [Artifact data privacy and compliance](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/data-privacy-and-compliance.md): L… - [Delete an artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/delete-artifacts.md): D… - [Download and use artifacts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/download-and-use-an-artifact.md): D… - [Explore artifact lineage graphs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/explore-and-traverse-an-artifact-graph.md): V… - [Manage artifact storage and memory allocation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/storage.md): M… - [Track external files](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/track-external-files.md): T… - [Manage artifact data retention](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/ttl.md): S… - [Update an artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/artifacts/update-an-artifact.md): U… - [Automations overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations.md): U… - [Manage automations with the API](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/api.md): P… - [Automation events and scopes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/automation-events.md): L… - [Overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/create-automations.md): C… - [Create a Slack automation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/create-automations/slack.md): S… - [Create a webhook automation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/create-automations/webhook.md): C… - [Tutorial: Project run-failure alert automation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/project-automation-tutorial.md): B… - [Tutorial: Registry artifact alias automation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/registry-automation-tutorial.md): B… - [Automation tutorial overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/tutorial.md): L… - [View an automation's history](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/automations/view-automation-history.md): V… - [Integrations overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations.md): E… - [Hugging Face Accelerate](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/accelerate.md): T… - [Add W&B to a Python library](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/add-wandb-to-any-library.md): B… - [Azure OpenAI Fine-Tuning](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/azure-openai-fine-tuning.md): F… - [Hugging Face Diffusers](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/diffusers.md): U… - [Hugging Face](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/huggingface.md): V… - [Hugging Face Transformers](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/huggingface_transformers.md): U… - [Hydra](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/hydra.md): I… - [PyTorch Ignite](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/ignite.md): I… - [Keras](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/keras.md): U… - [PyTorch Lightning](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/lightning.md): U… - [OpenAI API](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/openai-api.md): U… - [OpenAI Fine-Tuning](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/openai-fine-tuning.md): F… - [OpenAI Gym](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/openai-gym.md): I… - [PyTorch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/pytorch.md): I… - [PyTorch Geometric](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/pytorch-geometric.md): I… - [Hugging Face Simple Transformers](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/simpletransformers.md): H… - [TensorFlow](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/tensorflow.md): I… - [PyTorch torchtune](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/torchtune.md): U… - [XGBoost](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/xgboost.md): I… - [YOLOv5](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/yolov5.md): U… - [YOLOX](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/integrations/yolox.md): I… - [LLM Evaluation Jobs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/launch.md): E… - [Evaluate a hosted API model](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/launch/evaluate-hosted-model.md): E… - [Evaluate a model checkpoint](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/launch/evaluate-model-checkpoint.md): E… - [Evaluation benchmark catalog](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/launch/evaluations.md): B… - [Get Started with W&B Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/models_quickstart.md): G… - [W&B Quickstart](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/quickstart.md): I… - [Reference overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref.md): B… - [CLI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref-link-cli.md) - [Public API](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref-link-public-api.md) - [Python SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref-link-python.md) - [Query Expression Language](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref-link-query-panel.md) - [Reports and Workspaces API](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref-link-workspaces.md) - [CLI Reference SDK 0.26.1](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli.md): U… - [wandb agent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-agent.md) - [wandb artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-artifact.md) - [wandb artifact cache](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-artifact/wandb-artifact-cache.md) - [wandb artifact cache cleanup](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-artifact/wandb-artifact-cache/wandb-artifact-cache-cleanup.md) - [wandb artifact get](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-artifact/wandb-artifact-get.md) - [wandb artifact ls](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-artifact/wandb-artifact-ls.md) - [wandb artifact put](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-artifact/wandb-artifact-put.md) - [wandb beta](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta.md) - [wandb beta core](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-core.md) - [wandb beta core start](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-core/wandb-beta-core-start.md) - [wandb beta core stop](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-core/wandb-beta-core-stop.md) - [wandb beta leet](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-leet.md) - [wandb beta leet config](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-leet/wandb-beta-leet-config.md) - [wandb beta leet run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-leet/wandb-beta-leet-run.md) - [wandb beta leet symon](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-leet/wandb-beta-leet-symon.md) - [wandb beta sync](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-beta/wandb-beta-sync.md) - [wandb controller](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-controller.md) - [wandb disabled](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-disabled.md) - [wandb docker](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-docker.md) - [wandb docker-run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-docker-run.md) - [wandb enabled](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-enabled.md) - [wandb init](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-init.md) - [wandb job](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-job.md) - [wandb job create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-job/wandb-job-create.md) - [wandb job describe](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-job/wandb-job-describe.md) - [wandb job list](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-job/wandb-job-list.md) - [wandb login](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-login.md) - [wandb offline](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-offline.md) - [wandb online](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-online.md) - [wandb pull](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-pull.md) - [wandb purge-cache](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-purge-cache.md) - [wandb restore](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-restore.md) - [wandb server](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-server.md) - [wandb server start](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-server/wandb-server-start.md) - [wandb server stop](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-server/wandb-server-stop.md) - [wandb status](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-status.md) - [wandb sweep](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-sweep.md) - [wandb sync](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-sync.md) - [wandb verify](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/cli/wandb-verify.md) - [Python SDK 0.27.1](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python.md): B… - [Automations overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations.md): U… - [Automation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/automation.md) - [DoNothing](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/donothing.md) - [MetricChangeFilter](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/metricchangefilter.md) - [MetricThresholdFilter](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/metricthresholdfilter.md) - [MetricZScoreFilter](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/metriczscorefilter.md) - [NewAutomation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/newautomation.md) - [OnAddArtifactAlias](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onaddartifactalias.md) - [OnAddArtifactTag](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onaddartifacttag.md) - [OnAddCollectionTag](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onaddcollectiontag.md) - [OnCreateArtifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/oncreateartifact.md) - [OnLinkArtifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onlinkartifact.md) - [OnRemoveArtifactTag](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onremoveartifacttag.md) - [OnRemoveCollectionTag](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onremovecollectiontag.md) - [OnRunMetric](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onrunmetric.md) - [OnRunState](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onrunstate.md) - [OnUnlinkArtifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/onunlinkartifact.md) - [RunStateFilter](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/runstatefilter.md) - [SendNotification](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/sendnotification.md) - [SendWebhook](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/automations/sendwebhook.md) - [Custom Charts overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts.md): U… - [bar()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/bar.md) - [confusion_matrix()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/confusion_matrix.md) - [histogram](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/histogram.md) - [line()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/line.md) - [line_series()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/line_series.md) - [plot_table()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/plot_table.md) - [pr_curve()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/pr_curve.md) - [roc_curve()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/roc_curve.md) - [scatter()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/custom-charts/scatter.md) - [Data Types overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types.md): D… - [Audio](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/audio.md) - [box3d()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/box3d.md) - [Histogram](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/histogram.md) - [Html](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/html.md) - [Image](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/image.md) - [Molecule](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/molecule.md) - [Object3D](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/object3d.md) - [Plotly](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/plotly.md) - [Table](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/table.md) - [Video](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/data-types/video.md) - [Experiments overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/experiments.md): U… - [Artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/experiments/artifact.md) - [Run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/experiments/run.md) - [Settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/experiments/settings.md) - [System Metrics Reference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/experiments/system-metrics.md): R… - [Global Functions overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions.md): R… - [agent()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/agent.md) - [controller()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/controller.md) - [finish()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/finish.md) - [init()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/init.md) - [login()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/login.md) - [restore()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/restore.md) - [setup()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/setup.md) - [sweep()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/sweep.md) - [teardown()](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/functions/teardown.md) - [Public API overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api.md): U… - [Api](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/api.md) - [ArtifactCollection](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/artifactcollection.md) - [ArtifactCollections](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/artifactcollections.md) - [ArtifactFiles](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/artifactfiles.md) - [Artifacts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/artifacts.md) - [ArtifactType](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/artifacttype.md) - [ArtifactTypes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/artifacttypes.md) - [Automations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/automations.md) - [BetaReport](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/betareport.md) - [DownloadHistoryResult](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/downloadhistoryresult.md) - [File](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/file.md) - [Files](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/files.md) - [IncompleteRunHistoryError](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/incompleterunhistoryerror.md) - [Member](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/member.md) - [Project](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/project.md) - [ProjectArtifactCollections](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/projectartifactcollections.md) - [Projects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/projects.md) - [Registry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/registry.md) - [Reports](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/reports.md) - [Run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/run.md) - [RunArtifacts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/runartifacts.md) - [Runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/runs.md) - [Sweep](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/sweep.md) - [Sweeps](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/sweeps.md) - [Team](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/team.md) - [User](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/python/public-api/user.md) - [Query Expression Language overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel.md): A… - [artifact](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/artifact.md) - [artifactType](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/artifact-type.md) - [artifactVersion](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/artifact-version.md) - [audio-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/audio-file.md) - [bokeh-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/bokeh-file.md) - [boolean](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/boolean.md) - [entity](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/entity.md) - [file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/file.md) - [float](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/float.md) - [html-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/html-file.md) - [image-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/image-file.md) - [int](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/int.md) - [joined-table](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/joined-table.md) - [molecule-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/molecule-file.md) - [number](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/number.md) - [object3D-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/object-3-d-file.md) - [partitioned-table](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/partitioned-table.md) - [project](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/project.md) - [pytorch-model-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/pytorch-model-file.md) - [run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/run.md) - [string](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/string.md) - [table](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/table.md) - [user](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/user.md) - [video-file](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/query-panel/video-file.md) - [W&B SDK Python coding cheat sheet](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/sdk-coding-cheat-sheet.md): Q… - [Artifacts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/sdk-coding-cheat-sheet/artifacts.md): C… - [Logging](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/sdk-coding-cheat-sheet/logging.md): L… - [Registry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/sdk-coding-cheat-sheet/registry.md): W… - [Runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/sdk-coding-cheat-sheet/runs.md): I… - [Reports](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/wandb_workspaces/reports.md) - [Workspaces](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/ref/wandb_workspaces/workspaces.md) - [Registry overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry.md): U… - [Reference an artifact version with aliases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/aliases.md): U… - [Configure registry access](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/configure_registry.md): C… - [Create a collection](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/create_collection.md): C… - [Create a registry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/create_registry.md): C… - [Delete registry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/delete_registry.md): D… - [Download an artifact from a registry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/download_use_artifact.md): D… - [Lineage graphs and audit history](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/lineage.md): U… - [Link an artifact version to a collection](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/link_version.md): L… - [Organize versions with tags](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/organize-with-tags.md): U… - [Annotate collections](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/registry_cards.md): A… - [Find registry items](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/registry/search_registry.md): L… - [Reports overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports.md): P… - [Clone and export reports](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/clone-and-export-reports.md): E… - [Collaborate on reports](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/collaborate-on-reports.md): C… - [Create a report](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/create-a-report.md): C… - [Compare runs across projects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/cross-project-reports.md): C… - [Edit a report](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/edit-a-report.md): E… - [Embed a report](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/embed-reports.md): E… - [Example reports](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/reports/reports-gallery.md): E… - [Overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs.md): L… - [Send an alert](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/alert.md): S… - [Semantic run plot legends](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/color-code-runs.md): C… - [Pin and compare runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/compare-runs.md): L… - [View runs in a project](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/customize-run-display.md): D… - [Delete runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/delete-runs.md): D… - [Filter runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/filter-runs.md): L… - [Fork a run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/forking.md): E… - [Organize runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/grouping.md): O… - [Visualize CoreWeave infrastructure alerts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/infrastructure-alerts.md): V… - [Initialize runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/initialize-run.md): I… - [Move a run to a different project or team](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/manage-runs.md): M… - [Resume a run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/resuming.md): R… - [Rewind a run](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/rewind.md): R… - [Customize run colors](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/run-colors.md): C… - [Find and customize a run's ID or name](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/run-identifiers.md): L… - [Run states](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/run-states.md): L… - [Search runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/search-runs.md): L… - [Stop runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/stop-runs.md): S… - [Add labels to runs with tags](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/tags.md): A… - [View a specific run in a project](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/runs/view-logged-runs.md): L… - [Support: Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/support-models.md) - [Sweeps overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps.md): H… - [Add W&B (wandb) to your code](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/add-w-and-b-to-your-code.md): A… - [Overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/define-sweep-configuration.md): L… - [Tutorial: Create sweep job from project](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/existing-project.md): T… - [Initialize a sweep](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/initialize-sweeps.md): I… - [Manage algorithms locally](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/local-controller.md): S… - [Parallelize agents](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/parallelize-agents.md): P… - [Manage sweeps](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/pause-resume-and-cancel-sweeps.md): P… - [Signal handling and sweep runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/signal-handling-sweep-runs.md): L… - [Start a sweep agent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/start-sweep-agents.md): S… - [Sweep configuration options](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/sweep-config-keys.md): R… - [Sweeps troubleshooting](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/troubleshoot-sweeps.md): T… - [Learn more about sweeps](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/useful-resources.md): F… - [Visualize sweep results](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/visualize-sweep-results.md): V… - [Tutorial: Define, initialize, and run a sweep](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/sweeps/walkthrough.md): S… - [Tables overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/tables.md): I… - [Log tables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/tables/log_tables.md): C… - [Export table data](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/tables/tables-download.md): E… - [Example tables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/tables/tables-gallery.md): E… - [Tutorial: Log tables, visualize and query data](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/tables/tables-walkthrough.md): E… - [Visualize and analyze tables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/tables/visualize-tables.md): C… - [Experiments overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track.md): T… - [Configure experiments](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/config.md): U… - [Create an experiment](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/create-an-experiment.md): C… - [Environment variables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/environment-variables.md): C… - [Track Jupyter notebooks](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/jupyter.md): U… - [Logging at scale and performance](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/limits.md): T… - [Overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log.md): K… - [Customize log axes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/customize-logging-axes.md): U… - [Log distributed training experiments](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/distributed-training.md): U… - [Log models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/log-models.md): L… - [Log summary metrics](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/log-summary.md): T… - [Log tables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/log-tables.md): C… - [Log media and objects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/media.md): L… - [Create and track plots from experiments](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/plots.md): C… - [Track CSV files with experiments](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/log/working-with-csv.md): I… - [Projects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/project-page.md): C… - [Import and export data](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/public-api-guide.md): I… - [Reproduce experiments](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/reproduce_experiments.md): R… - [View experiments results](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/models/track/workspaces.md): A… - [Settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/app/settings-page.md): U… - [Manage billing settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/app/settings-page/billing-settings.md): V… - [Manage email settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/app/settings-page/emails.md): A… - [Manage storage](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/app/settings-page/storage.md): M… - [Team settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/app/settings-page/teams.md): C… - [Manage user settings](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/app/settings-page/user-settings.md): M… - [Deployment options overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting.md): C… - [Data encryption in Dedicated Cloud](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/data-security/data-encryption.md): L… - [Configure IP allowlisting for Dedicated Cloud](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/data-security/ip-allowlisting.md): R… - [Access BYOB using pre-signed URLs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/data-security/presigned-urls.md): U… - [Configure private connectivity to Dedicated Cloud](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/data-security/private-connectivity.md): C… - [Bring your own bucket (BYOB)](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/data-security/secure-storage-connector.md): S… - [Configure environment variables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/env-vars.md): C… - [Dedicated Cloud](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/hosting-options/dedicated-cloud.md): L… - [Export data from Dedicated Cloud](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/hosting-options/dedicated-cloud/export-data.md): E… - [Rate limits](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/hosting-options/dedicated-cloud/rate-limits.md): D… - [Supported Dedicated Cloud regions](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/hosting-options/dedicated-cloud/regions.md): V… - [Multi-tenant Cloud](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/hosting-options/multi_tenant_cloud.md): L… - [W&B Self-Managed deployment overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/hosting-options/self-managed.md): D… - [Access management](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/access-management-intro.md): M… - [Manage your organization](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/access-management/manage-organization.md): M… - [Manage access control for projects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/access-management/restricted-projects.md): M… - [Advanced IAM configuration](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/advanced_env_vars.md): C… - [Automate user and team management](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/automate_iam.md): A… - [Use federated identities with SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/identity_federation.md): U… - [Configure SSO with LDAP](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/ldap.md): C… - [Identity and access management (IAM)](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/org_team_struct.md): U… - [Manage users, groups, and roles with SCIM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/scim.md): U… - [Use service accounts to automate workflows](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/service-accounts.md): M… - [Configure SSO with OIDC](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/iam/sso.md): C… - [Manage bucket storage and costs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/managing-bucket-storage.md): U… - [Track user activity with audit logs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/monitoring-usage/audit-logging.md): A… - [W&B Mobile App (iOS)](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/monitoring-usage/mobile-app.md): T… - [View organization activity](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/monitoring-usage/org_dashboard.md): V… - [Configure Slack alerts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/monitoring-usage/slack-alerts.md): C… - [Disable automatic updates for W&B Server](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/self-managed/disable-automatic-app-version-updates.md): L… - [Deploy on Air-Gapped Kubernetes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/self-managed/on-premises-deployments/kubernetes-airgapped.md): D… - [Deploy W&B with Kubernetes Operator](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/self-managed/operator.md): D… - [Rate limits](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/self-managed/rate-limits.md): O… - [Reference architecture](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/self-managed/ref-arch.md): R… - [Self-Managed infrastructure requirements](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/self-managed/requirements.md): I… - [Update W&B license and version](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/hosting/server-upgrade-process.md): G… - [W&B Launch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch.md): S… - [Add job to queue](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/add-job-to-queue.md): A… - [Create and deploy jobs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/create-and-deploy-jobs.md): C… - [Create a launch job](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/create-launch-job.md): C… - [Launch integration guides](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/integration-guides.md): B… - [Manage job inputs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/job-inputs.md): P… - [Launch FAQ](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq.md): F… - [Are there best practices for using Launch effectively?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/best_practices_launch_effectively.md) - [I don't want W&B to build a container for me, can I still use Launch?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/build_container_launch.md) - [I don't like clicking, can I use Launch without going through the UI?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/clicking_launch_without_going_ui.md) - [How do I control who can push to a queue?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/control_push_queue.md) - [When multiple jobs in a Docker queue download the same artifact, is any caching used, or is it re-downloaded every run?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/docker_queues_run_multiple_jobs_download_same_artifact_useartifact.md) - [Can I specify a Dockerfile and let W&B build a Docker image for me?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/dockerfile_let_wb_build_docker_image_me.md) - [Can Launch automatically provision (and spin down) compute resources for me in the target environment?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/launch_automatically_provision_spin_compute_resources_target_environment.md) - [How W&B Launch builds images](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/launch_build_images.md) - [Is `wandb launch -d` or `wandb job create image` uploading a whole Docker artifact and not pulling from a registry?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/launch_d_wandb_job_create_image_uploading_whole_docker.md) - [Does Launch support parallelization? How can I limit the resources consumed by a job?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/launch_support_parallelization_limit_resources_consumed_job.md) - [How to make W&B Launch work with TensorFlow on GPU](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/launch_tensorflow_gpu.md) - [How do I fix a "permission denied" error in Launch?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/launcherror_permission_denied.md) - [What permissions does the agent require in Kubernetes?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/permissions_agent_require_kubernetes.md) - [What requirements does the accelerator base image have?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/requirements_accelerator_base_image.md) - [How can admins restrict which users have modify access?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/restrict_access_modify_example.md) - [Can you specify secrets for jobs or automations? For instance, an API key which you do not wish to be directly visible to users?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-faq/secrets_jobsautomations_instance_api_key_wish_directly_visible.md) - [launch api](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-library/launch.md) - [launch_add](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-library/launch_add.md) - [LaunchAgent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-library/launchagent.md) - [Monitor launch queue](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-queue-observability.md): M… - [Launch terms and concepts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-terminology.md): L… - [View launch jobs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/launch-view-jobs.md): V… - [Set up Launch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/set-up-launch.md): S… - [Set up launch agent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/setup-agent-advanced.md): C… - [Tutorial: Set up W&B Launch with Docker](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/setup-launch-docker.md): S… - [Tutorial: Set up W&B Launch on Kubernetes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/setup-launch-kubernetes.md): S… - [Tutorial: Set up W&B Launch on SageMaker](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/setup-launch-sagemaker.md): C… - [Configure launch queue](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/setup-queue-advanced.md): C… - [Tutorial: Set up W&B Launch on Vertex AI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/setup-vertex.md): S… - [Create sweeps with W&B Launch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/sweeps-on-launch.md): D… - [Tutorial: W&B Launch basics](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/launch/walkthrough.md): F… - [Use the W&B MCP Server](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/mcp-server.md): C… - [Manage secrets](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/secrets.md): O… - [Use W&B Skills](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/platform/wb-skills.md): I… - [W&B Pricing](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/pricing.md) - [Serverless Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/product-inference.md) - [W&B Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/product-models.md) - [Serverless Sandboxes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/product-sandboxes.md) - [Serverless Training](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/product-serverless-training.md) - [W&B Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/product-weave.md) - [Reference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/reference.md): A… - [Release Notes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/release-notes.md): B… - [Release policies and processes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/release-notes/release-policies.md): U… - [W&B SDK releases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/release-notes/sdk-releases.md): V… - [Supported W&B Server releases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/release-notes/server-releases.md): V… - [Archived W&B Server releases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/release-notes/server-releases-archived.md): B… - [Weave SDK releases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/release-notes/weave-sdk-releases.md): V… - [Serverless Sandboxes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes.md): O… - [Create sandboxes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/create-sandbox.md): C… - [File operations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/file-access.md): L… - [Tutorial: Invoke an agent in a sandbox](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/invoke-agent-sandbox-tutorial.md): L… - [Sandbox lifecycle](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/lifecycle.md): L… - [Tutorial: Train a PyTorch model](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/mltrain-in-sandbox-tutorial.md): L… - [Configuration](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/ref-link-configuration.md) - [Core](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/ref-link-core.md) - [Discovery](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/ref-link-discovery.md) - [Exceptions](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/ref-link-exceptions.md) - [Types](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/ref-link-types.md) - [Utilities](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/ref-link-util.md) - [Run commands in a sandbox](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/run-commands.md): L… - [Secrets](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/sandboxes/secrets.md): L… - [W&B Platform Security](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/security.md) - [Serverless Training](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training.md): P… - [API overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference.md): B… - [Create Chat Completion](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/chat-completions/create-chat-completion.md): C… - [Create Chat Completion](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/chat-completions/create-chat-completion-1.md): C… - [Health Check](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/health/health-check.md) - [System Check](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/health/system-check.md): C… - [Create Model](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/models/create-model.md): C… - [Delete Model](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/models/delete-model.md): D… - [Delete Model Checkpoints](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/models/delete-model-checkpoints.md): D… - [List Model Checkpoints](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/models/list-model-checkpoints.md) - [Log](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/models/log.md): L… - [Create Rl Training Job](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/training-jobs/create-rl-training-job.md): C… - [Create Sft Training Job](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/training-jobs/create-sft-training-job.md): C… - [Get Training Job](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/training-jobs/get-training-job.md): G… - [Get Training Job Events](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/training-jobs/get-training-job-events.md): G… - [Available models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/available-models.md): B… - [Prerequisites](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/prerequisites.md): S… - [API Reference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/ref-link-api.md) - [Serverless SFT](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/sft.md): L… - [How to use Serverless SFT](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/sft/usage.md): F… - [How to use Serverless RL](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/usage.md): P… - [Usage information and limits](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/usage-limits.md): U… - [Use your trained models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/use-trained-models.md): M… - [Support Home](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support.md) - [Support: Serverless Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/inference.md) - [Administrator](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/inference/tags/administrator.md) - [Authentication & Access](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/inference/tags/authentication-access.md) - [Billing](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/inference/tags/billing.md) - [Quotas & Rate Limits](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/inference/tags/quotas-rate-limits.md) - [Server Errors](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/inference/tags/server-errors.md) - [Support: W&B Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/models.md) - [Academic](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/models/tags/academic.md) - [Administrator](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/models/tags/administrator.md) - 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[Client Info](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/client-info.md) - [Code Capture](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/code-capture.md) - [Data Capture](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/data-capture.md) - [Evaluation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/evaluation.md) - [Performance](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/performance.md) - [System Info](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/system-info.md) - [Trace Data](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/trace-data.md) - [UI Rendering](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/support/weave/tags/ui-rendering.md) - [W&B Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave.md): T… - [Quickstart: Trace an agent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/agents-quickstart.md): T… - [What is Weave?](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/concepts/what-is-weave.md): L… - [Overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks.md): P… - [Introduction to Evaluations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/Intro_to_Weave_Hello_Eval.md): L… - [Introduction to Traces](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/Intro_to_Weave_Hello_Trace.md): L… - [Use Weave with W&B Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/Models_and_Weave_Integration_Demo.md): I… - [Audio With Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/audio_with_weave.md): T… - [Chain Of Density](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/chain_of_density.md): I… - [Codegen](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/codegen.md): B… - [Custom Model Cost](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/custom_model_cost.md): D… - [DSPy Prompt Optimization](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/dspy_prompt_optimization.md): L… - [Feedback Prod](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/feedback_prod.md): C… - [HuggingFace Dataset Evaluations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/hf_dataset_evals.md): L… - [Import From Csv](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/import_from_csv.md): I… - [Leaderboard Quickstart](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/leaderboard_quickstart.md): L… - [Multi Agent Structured Output](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/multi-agent-structured-output.md): L… - [NotDiamond Custom Routing](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/notdiamond_custom_routing.md): L… - [Trace and Evaluate a Computer Vision Pipeline with Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/ocr-pipeline.md): L… - [Online Monitoring](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/online_monitoring.md): S… - [PII Data Handling](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/pii.md): H… - [Scorers As Guardrails](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/scorers_as_guardrails.md): L… - [Use the Weave Service API to trace](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/cookbooks/weave_via_service_api.md): L… - [Limits and expected behaviors](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/details/limits.md): A… - [Support: Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/details/support-weave.md) - [Collect and track datasets](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/datasets.md): O… - [Configure Weave environment variables](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/env-vars.md): C… - [Evaluations overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/evaluations.md): E… - [Compare and rank models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/leaderboards.md): C… - [Log media](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/media.md): L… - [Track application versions with models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/models.md): T… - [Creating prompt objects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/prompts.md): C… - [Store and track versions of prompts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/core-types/prompts-version.md): R… - [Set up automations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/automations.md): C… - [Use builtin scorers](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/builtin_scorers.md): U… - [Set up custom monitors](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/custom-monitors.md): P… - [Create dynamic Leaderboards in Evaluations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/dynamic_leaderboards.md): D… - [Log evaluation data from your code](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/evaluation_logger.md): F… - [Export evaluation data](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/export_eval.md): P… - [Set up guardrails](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/guardrails.md): E… - [Monitor using built-in signals](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/monitors.md): W… - [Scoring overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/scorers.md): E… - [Evaluate using local scorers](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/evaluation/weave_local_scorers.md): S… - [Integrations overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations.md): T… - [Claude Agent SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/claude-agents-sdk.md): T… - [Claude Code plugin](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/claude-code-harness.md): T… - [Codex plugin](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/codex-harness.md): T… - [Google ADK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/google-adk.md): T… - [OpenAI Agents SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/openai-agents-sdk.md): T… - [OpenClaw plugin](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/openclaw-harness.md): T… - [Pi extension](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agents/pi-dev-harness.md): T… - [Agno](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/agno.md): T… - [Anthropic](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/anthropic.md): U… - [AutoGen](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/autogen.md): U… - [Control automatic LLM call tracking](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/autopatching.md): C… - [Microsoft Azure](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/azure.md): I… - [Bedrock](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/bedrock.md): T… - [Cerebras](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/cerebras.md): U… - [Claude Agent SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/claude_agent.md): U… - [Claude Code](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/claude_code.md): U… - [Cohere](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/cohere.md): U… - [CrewAI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/crewai.md): I… - [DSPy](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/dspy.md): U… - [Google](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/google.md): U… - [Google Agent Development Kit (ADK)](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/google_adk.md): T… - [Groq](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/groq.md): T… - [Haystack](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/haystack.md): T… - [Hugging Face Hub](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/huggingface.md): I… - [Instructor](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/instructor.md): T… - [TypeScript SDK: third-party integration guide](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/js.md): I… - [Koog](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/koog.md): T… - [LangChain](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/langchain.md): U… - [LiteLLM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/litellm.md): A… - [LlamaIndex](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/llamaindex.md): T… - [Local Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/local_models.md): R… - [Model Context Protocol (MCP) and Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/mcp.md): T… - [MistralAI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/mistral.md): T… - [NVIDIA NIM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/nvidia_nim.md): U… - [OpenAI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/openai.md): I… - [OpenAI Realtime API](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/openai-realtime-audio.md): U… - [OpenAI Agents SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/openai_agents.md): U… - [OpenRouter](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/openrouter.md): U… - [PydanticAI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/pydantic_ai.md): T… - [Smolagents](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/smolagents.md): T… - [Together AI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/together_ai.md): T… - [Vercel AI SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/vercel_ai_sdk.md): T… - [Verdict](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/verdict.md): U… - [Verifiers](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/integrations/verifiers.md): T… - [Deployment options and security features](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/platform.md): L… - [Manage Weave projects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/platform/weave-projects.md): U… - [Set up a self-managed W&B Weave instance](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/platform/weave-self-managed.md): D… - [Define and log attributes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/attributes.md): U… - [Map columns in datasets](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/column-mapping.md): M… - [Compare traces and other logged information](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/comparison.md): V… - [Compare model performance using the Evaluation Playground](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/evaluation_playground.md): C… - [Use the Playground to experiment with prompts](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/playground.md): S… - [Create and manage saved views](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/saved-views.md): C… - [Use Weave with W&B training runs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tools/weave-in-workspaces.md): I… - [Set up annotation queues](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/annotation-queues.md): C… - [Review items in an annotation queue](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/annotation-review.md): E… - [Call schema reference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/call-schema-reference.md): R… - [Track costs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/costs.md): U… - [Trace your code](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/create-call.md): I… - [Collect feedback and use annotations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/feedback.md): C… - [Get a handle to the Call object during execution](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/get-call-object.md): A… - [Track and version objects](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/objects.md): T… - [Customize Ops](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/ops.md): L… - [Send OpenTelemetry Traces to Weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/otel.md): I… - [Query and export Calls](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/querying-calls.md): F… - [Redact PII from traces](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/redact-pii.md): A… - [Set Call display name](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/set-call-display.md): S… - [Trace threads](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/threads.md): T… - [Trace agent integrations](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-agent-integrations.md): C… - [Trace your agents](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-agents.md): U… - [Batch logging for your agent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-agents-batch.md): M… - [Disable tracing](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-disable.md): L… - [Trace generator functions](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-generator-func.md): T… - [Use trace plots](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-plots.md): V… - [Trace sub-agents](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-sub-agents.md): T… - [Link a W&B run to trace function calls](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-to-run.md): A… - [Navigate the Weave Trace view](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/trace-tree.md): U… - [Understand Ops, Calls, and Traces](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/tracing.md): L… - [Update and delete Calls](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/update-call.md): M… - [View agent activity](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/view-agent-activity.md): U… - [Monitor your agents with signals](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/view-agent-signals.md): U… - [View and customize trace display](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/view-call.md): V… - [Write-ahead log](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/guides/tracking/write-ahead-log.md): I… - [Quickstart: Track LLM inputs & outputs](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/quickstart.md): G… - [Learn Weave with Serverless Inference](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/quickstart-inference.md): L… - [Python SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/ref-link-python.md) - [Service API](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/ref-link-service-api.md) - [TypeScript SDK](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/ref-link-typescript.md) - [Overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference.md): C… - [weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk.md): P… - [feedback](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk/trace/feedback.md): P… - [op](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk/trace/op.md): P… - [util](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk/trace/util.md): P… - [weave_client](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk/trace/weave_client.md): P… - [trace_server_interface](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk/trace_server/trace_server_interface.md): P… - [remote_http_trace_server](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/python-sdk/trace_server_bindings/remote_http_trace_server.md): P… - [Service API overview](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api.md): U… - [Annotation Queue Add Calls](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-add-calls.md): A… - [Annotation Queue Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-create.md): C… - [Annotation Queue Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-delete.md): D… - [Annotation Queue Item Progress Update](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-item-progress-update.md): U… - [Annotation Queue Items Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-items-query.md): Q… - [Annotation Queue Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-read.md): R… - [Annotation Queue Update](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queue-update.md): U… - [Annotation Queues Query Stream](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queues-query-stream.md): Q… - [Annotation Queues Stats](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/annotation-queues/annotation-queues-stats.md): G… - [Call End](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/call-end.md) - [Call Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/call-read.md) - [Call Start](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/call-start.md) - [Call Start Batch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/call-start-batch.md) - [Call Stats](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/call-stats.md) - [Call Update](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/call-update.md) - [Calls Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/calls-delete.md) - [Calls Query Stats](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/calls-query-stats.md) - [Calls Query Stream](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/calls-query-stream.md) - [Calls Usage](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/calls-usage.md): C… - [Trace Usage](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/calls/trace-usage.md): C… - [Cost Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/costs/cost-create.md) - [Cost Purge](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/costs/cost-purge.md) - [Cost Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/costs/cost-query.md) - [Dataset Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/datasets/dataset-create.md): C… - [Dataset Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/datasets/dataset-delete.md): D… - [Dataset List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/datasets/dataset-list.md): L… - [Dataset Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/datasets/dataset-read.md): G… - [Eval Results Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/eval-results/eval-results-query.md): R… - [Evaluation Run Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluation-runs/evaluation-run-create.md): C… - [Evaluation Run Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluation-runs/evaluation-run-delete.md): D… - [Evaluation Run Finish](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluation-runs/evaluation-run-finish.md): F… - [Evaluation Run List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluation-runs/evaluation-run-list.md): L… - [Evaluation Run Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluation-runs/evaluation-run-read.md): R… - [Evaluate Model](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluations/evaluate-model.md) - [Evaluation Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluations/evaluation-create.md): C… - [Evaluation Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluations/evaluation-delete.md): D… - [Evaluation List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluations/evaluation-list.md): L… - [Evaluation Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluations/evaluation-read.md): G… - [Evaluation Status](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/evaluations/evaluation-status.md) - [Feedback Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-create.md): A… - [Feedback Create Batch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-create-batch.md): A… - [Feedback Payload Schema](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-payload-schema.md): D… - [Feedback Purge](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-purge.md): P… - [Feedback Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-query.md): Q… - [Feedback Replace](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-replace.md) - [Feedback Stats](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/feedback/feedback-stats.md): R… - [File Content](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/files/file-content.md) - [File Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/files/file-create.md) - [Files Stats](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/files/files-stats.md) - [Image Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/images/image-create.md) - [Inference Analysis Artificialanalysis Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/inference/inference-analysis-artificialanalysis-models.md): R… - [Inference Router Openrouter Models](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/inference/inference-router-openrouter-models.md): R… - [Nvidia Hardware](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/inference/nvidia-hardware.md): R… - [Model Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/models/model-create.md): C… - [Model Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/models/model-delete.md): D… - [Model List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/models/model-list.md): L… - [Model Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/models/model-read.md): G… - [Aliases List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/aliases-list.md): L… - [Obj Add Tags](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-add-tags.md): A… - [Obj Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-create.md) - [Obj Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-delete.md) - [Obj Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-read.md) - [Obj Remove Aliases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-remove-aliases.md): R… - [Obj Remove Tags](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-remove-tags.md): R… - [Obj Set Aliases](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/obj-set-aliases.md): S… - [Objs Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/objs-query.md) - [Tags List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/objects/tags-list.md): L… - [Export Trace](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/opentelemetry/export-trace.md) - [Op Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/ops/op-create.md): C… - [Op Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/ops/op-delete.md): D… - [Op List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/ops/op-list.md): L… - [Op Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/ops/op-read.md): G… - [Prediction Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/predictions/prediction-create.md): C… - [Prediction Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/predictions/prediction-delete.md): D… - [Prediction Finish](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/predictions/prediction-finish.md): F… - [Prediction List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/predictions/prediction-list.md): L… - [Prediction Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/predictions/prediction-read.md): R… - [Refs Read Batch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/refs/refs-read-batch.md) - [Link To Registry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/registry/link-to-registry.md) - [Scorer Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scorers/scorer-create.md): C… - [Scorer Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scorers/scorer-delete.md): D… - [Scorer List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scorers/scorer-list.md): L… - [Scorer Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scorers/scorer-read.md): G… - [Calls Score](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scores/calls-score.md) - [Score Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scores/score-create.md): C… - [Score Delete](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scores/score-delete.md): D… - [Score List](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scores/score-list.md): L… - [Score Read](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/scores/score-read.md): R… - [Get Caller Location](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/service/get-caller-location.md): L… - [Projects Info](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/service/projects-info.md) - [Read Root](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/service/read-root.md) - [Read Version](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/service/read-version.md) - [Server Info](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/service/server-info.md) - [Table Create](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/tables/table-create.md) - [Table Create From Digests](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/tables/table-create-from-digests.md) - [Table Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/tables/table-query.md) - [Table Query Stats](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/tables/table-query-stats.md) - [Table Query Stats Batch](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/tables/table-query-stats-batch.md) - [Table Update](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/tables/table-update.md) - [Threads Query Stream](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/service-api/threads/threads-query-stream.md) - [weave](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk.md): T… - [Class: Dataset](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/dataset.md): T… - [Class: Evaluation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/evaluation.md): T… - [Class: EvaluationLogger](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/evaluationlogger.md): T… - [Class: LLM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/llm.md): T… - [Class: MessagesPrompt](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/messagesprompt.md): T… - [Class: ObjectRef](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/objectref.md): T… - [Class: ScoreLogger](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/scorelogger.md): T… - [Class: Session](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/session.md): T… - [Class: StringPrompt](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/stringprompt.md): T… - [Class: SubAgent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/subagent.md): T… - [Class: Tool](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/tool.md): T… - [Class: Turn](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/turn.md): T… - [Class: WeaveClient](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/weaveclient.md): T… - [Class: WeaveObject](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/classes/weaveobject.md): T… - [createOpenAIAgentsTracingProcessor](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/createopenaiagentstracingprocessor.md): T… - [createOtelExtension](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/createotelextension.md): T… - [endLLM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/endllm.md): T… - [endSession](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/endsession.md): T… - [endTurn](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/endturn.md): T… - [flushOTel](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/flushotel.md): T… - [getCurrentLLM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/getcurrentllm.md): T… - [getCurrentSession](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/getcurrentsession.md): T… - [getCurrentTurn](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/getcurrentturn.md): T… - [init](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/init.md): T… - [instrumentOpenAIAgents](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/instrumentopenaiagents.md): T… - [login](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/login.md): T… - [op](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/op.md): T… - [patchRealtimeSession](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/patchrealtimesession.md): T… - [requireCurrentCallStackEntry](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/requirecurrentcallstackentry.md): T… - [requireCurrentChildSummary](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/requirecurrentchildsummary.md): T… - [runIsolated](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/runisolated.md): T… - [startLLM](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/startllm.md): T… - [startSession](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/startsession.md): T… - [startSubagent](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/startsubagent.md): T… - [startTool](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/starttool.md): T… - [startTurn](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/startturn.md): T… - [weaveAudio](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/weaveaudio.md): T… - [weaveImage](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/weaveimage.md): T… - [withAttributes](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/withattributes.md): T… - [wrapGoogleGenAI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/wrapgooglegenai.md): T… - [wrapOpenAI](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/functions/wrapopenai.md): T… - [Interface: CallSchema](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/callschema.md): T… - [Interface: CallsFilter](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/callsfilter.md): T… - [Interface: GetCallsOptions](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/getcallsoptions.md): T… - [Interface: LLMInit](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/llminit.md): T… - [Interface: Message](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/message.md): T… - [Interface: Query](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/query.md): T… - [Interface: Reasoning](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/reasoning.md): T… - [Interface: SessionInit](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/sessioninit.md): T… - [Interface: SortBy](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/sortby.md): T… - [Interface: SubAgentInit](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/subagentinit.md): T… - [Interface: ToolInit](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/toolinit.md): T… - [Interface: TurnInit](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/turninit.md): T… - [Interface: Usage](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/usage.md): T… - [Interface: WeaveAudio](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/weaveaudio.md): T… - [Interface: WeaveImage](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/interfaces/weaveimage.md): T… - [MessagePart](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/type-aliases/messagepart.md): T… - [Modality](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/type-aliases/modality.md): T… - [Op](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/type-aliases/op.md): T… - [OpDecorator](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/type-aliases/opdecorator.md): T… - [Role](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/reference/typescript-sdk/type-aliases/role.md): T… - [Build an evaluation](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/tutorial-eval.md): L… - [Evaluate RAG applications](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/tutorial-rag.md): B… - [Trace nested functions](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/tutorial-tracing_2.md): L… - [Tutorial: App versioning](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/weave/tutorial-weave_models.md): L… ## OpenAPI Specs - [openapi](https://wb-21fd5541-mintlify-c1443a95.mintlify.app/serverless-training/api-reference/openapi.json)