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W&B Weave Python SDK

Python client for Weave tracing, evaluations, and trace server integration.

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What it does

# Weights & Biases Documentation ## Docs - [Build AI agents, applications, and models](https://docs.wandb.ai/index.md): Develop AI models and ship LLM app… - [W&B Models](https://docs.wandb.ai/product-models.md) - [W&B Weave](https://docs.wandb.ai/product-weave.md) - [Overview](https://docs.wandb.ai/aria/overview.md) - [Chat with ARIA](https://docs.wandb.ai/aria/chat.md) - [Use ARIA for autoresearch](https://docs.wandb.ai/aria/autoresearch.md): Learn how to use ARIA, W&B's AI Re… - [Governance and security](https://docs.wandb.ai/aria/governance.md): Learn how W&B Admins can control h… - [W&B HiveMind](https://docs.wandb.ai/hivemind.md): A shared dashboard for AI coding s… - [Serverless Inference](https://docs.wandb.ai/product-inference.md) - [Serverless Training](https://docs.wandb.ai/product-serverless-training.md) - [Serverless Sandboxes](https://docs.wandb.ai/product-sandboxes.md) - [Settings](https://docs.wandb.ai/platform/app/settings-page.md): Use the W&B Settings page to custo… - [Manage user settings](https://docs.wandb.ai/platform/app/settings-page/user-settings.md): Manage your profile information, a… - [Manage billing settings](https://docs.wandb.ai/platform/app/settings-page/billing-settings.md): View plan details, monitor usage,… - [Manage email settings](https://docs.wandb.ai/platform/app/settings-page/emails.md): Add, delete, and manage email addr… - [Team settings](https://docs.wandb.ai/platform/app/settings-page/teams.md): Collaborate with your colleagues,… - [Manage secrets](https://docs.wandb.ai/platform/secrets.md): Overview of W&B secrets, how they… - [Manage storage](https://docs.wandb.ai/platform/app/settings-page/storage.md): Manage W&B data storage consumptio… - [Identity and access management (IAM)](https://docs.wandb.ai/platform/hosting/iam/org_team_struct.md): Understand the three IAM scopes in… - [Configure SSO with LDAP](https://docs.wandb.ai/platform/hosting/iam/ldap.md): Configure LDAP-based SSO authentic… - [Configure SSO with OIDC](https://docs.wandb.ai/platform/hosting/iam/sso.md): Configure SSO using OpenID Connect… - [Use federated identities with SDK](https://docs.wandb.ai/platform/hosting/iam/identity_federation.md): Use identity federation with JSON… - [Use service accounts to automate workflows](https://docs.wandb.ai/platform/hosting/iam/service-accounts.md): Manage automated or non-interactiv… - [Access management](https://docs.wandb.ai/platform/hosting/iam/access-management-intro.md): Manage users, teams, roles, and pr… - [Manage your organization](https://docs.wandb.ai/platform/hosting/iam/access-management/manage-organization.md): Manage users, teams, roles, seats,… - [Manage access control for projects](https://docs.wandb.ai/platform/hosting/iam/access-management/restricted-projects.md): Manage project access using visibi… - [Automate user and team management](https://docs.wandb.ai/platform/hosting/iam/automate_iam.md): Automate user and team management… - [Manage users, groups, and roles with SCIM](https://docs.wandb.ai/platform/hosting/iam/scim.md): Use the SCIM API to manage users,… - [Advanced IAM configuration](https://docs.wandb.ai/platform/hosting/iam/advanced_env_vars.md): Configure advanced IAM options for… - [Bring your own bucket (BYOB)](https://docs.wandb.ai/platform/hosting/data-security/secure-storage-connector.md): Store W&B artifacts and data in yo… - [Access BYOB using pre-signed URLs](https://docs.wandb.ai/platform/hosting/data-security/presigned-urls.md): Understand how W&B uses pre-signed… - [Configure IP allowlisting for Dedicated Cloud](https://docs.wandb.ai/platform/hosting/data-security/ip-allowlisting.md): Restrict access to a W&B Dedicated… - [Configure private connectivity to Dedicated Cloud](https://docs.wandb.ai/platform/hosting/data-security/private-connectivity.md): Connect to a W&B Dedicated Cloud i… - [Data encryption in Dedicated Cloud](https://docs.wandb.ai/platform/hosting/data-security/data-encryption.md): Learn how W&B encrypts data in Ded… - On this page Quickstart 1. Install the HiveMind daemon 2. Access the HiveMind dashboard Supported agents HiveMind and Weave Next steps Weights & Biases W&B HiveMind Install W&B MCP A shared dashboard for AI coding sessions. Track activity, spend, and outcomes across Claude Code, Cursor, Codex, Gemini CLI, and more with leaderboards, team views, and efficiency insights. Install W&B MCP W&B HiveMind is a shared dashboard for AI coding sessions. The dashboard shows what your team is doing with agents, what that work costs, and what it produces, with leaderboards, team views, efficiency insights, and more. A lightweight HiveMind daemon runs on each developer’s machine, watches for coding-agent activity, and sends session transcripts to the HiveMind service. HiveMind is designed for a dual audience: Developers and AI practitioners can review past sessions, search their team’s history, and improve how they work with coding agents.

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Available capabilities

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