# Bud Stack Documentation

- [Introduction to Bud AI Foundry](https://docs.budecosystem.com/getting-started/introduction.md): Learn about Bud AI Foundry - the comprehensive platform for AI model deployment, governance, and observability.
- [Quick Start Guide](https://docs.budecosystem.com/getting-started/quickstart.md): Get up and running with Bud AI Foundry in 5 minutes
- [Platform Overview](https://docs.budecosystem.com/getting-started/platform-overview.md): High-level architecture and concepts of the Bud AI Foundry platform
- [Account Setup](https://docs.budecosystem.com/getting-started/account-setup.md): Setting up your Bud AI Foundry account and organization
- [Key Concepts](https://docs.budecosystem.com/getting-started/key-concepts.md): Understanding core concepts in Bud AI Foundry
- [Introduction to Projects](https://docs.budecosystem.com/projects/introduction.md): Organize deployments, teams, routes, and governance in a single workspace
- [Quick Start](https://docs.budecosystem.com/projects/quickstart.md): Create your first project and prepare it for deployment workflows
- [Project Concepts](https://docs.budecosystem.com/projects/project-concepts.md): Understand project structure, permissions, and operational boundaries
- [Creating Your First Project](https://docs.budecosystem.com/projects/creating-first-project.md): Step-by-step guide to create a project and operationally prepare it
- [Managing Project Members](https://docs.budecosystem.com/projects/guides/managing-project-members.md): Invite collaborators and manage project-level permissions
- [Deployment Settings and Autoscaling](https://docs.budecosystem.com/projects/guides/deployment-settings-and-autoscaling.md): Configure reliability, rate limits, and SLO-aware scaling inside a project
- [Project Tabs Reference](https://docs.budecosystem.com/projects/reference/project-tabs-reference.md): Reference for tabs and key actions available in project details
- [Troubleshooting](https://docs.budecosystem.com/projects/troubleshooting.md): Common issues when creating and managing projects
- [Introduction to Models](https://docs.budecosystem.com/models/introduction.md): Understand how Bud Model Hub organizes cloud and local models with governance, security, and performance controls
- [Quickstart](https://docs.budecosystem.com/models/quickstart.md): Add and validate a model in Bud Model Hub in under 10 minutes
- [Model Concepts](https://docs.budecosystem.com/models/model-concepts.md): Core concepts behind model onboarding, governance, readiness, and optimization
- [Creating Your First Model](https://docs.budecosystem.com/models/creating-first-model.md): Step-by-step walkthrough to onboard, verify, and validate your first model
- [Model Security and Verification](https://docs.budecosystem.com/models/guides/model-security-and-verification.md): Apply verification, scan, and governance checks before publishing models
- [Evaluations](https://docs.budecosystem.com/models/guides/evaluations.md): Assess model quality with repeatable evaluation workflows before rollout
- [Automated Model License Analysis](https://docs.budecosystem.com/models/guides/automated-model-license-analysis.md): Use Bud AI Foundry to evaluate whether model licenses match your intended usage before deployment
- [Performance Benchmarks](https://docs.budecosystem.com/models/guides/performance-benchmarks.md): Run benchmark experiments on your infrastructure to compare model speed, throughput, and runtime efficiency
- [Tool Calling and Reasoning Parser](https://docs.budecosystem.com/models/guides/tool-calling-and-reasoning-parser.md): Automatically normalize tool calls and reasoning outputs across model providers
- [How to Add Adapters to Your Deployed Models](https://docs.budecosystem.com/models/guides/how-to-add-adapters-to-your-deployed-models.md): Deploy and manage adapters dynamically for task-specific inference with shared infrastructure
- [Model Operations Reference](https://docs.budecosystem.com/models/reference/model-operations-reference.md): Reference for key model lifecycle operations and expected inputs
- [Troubleshooting](https://docs.budecosystem.com/models/troubleshooting.md): Resolve common issues when onboarding and operating models
- [Introduction to Deployments](https://docs.budecosystem.com/deployments/introduction.md): Launch, use, and publish model endpoints from your project workspace
- [Quick Start](https://docs.budecosystem.com/deployments/quickstart.md): Create a deployment, use its endpoint, and optionally publish to customer portal
- [Deployment Concepts](https://docs.budecosystem.com/deployments/deployment-concepts.md): Understand endpoint usage, publishing, tabs, and lifecycle controls
- [Creating Your First Deployment](https://docs.budecosystem.com/deployments/creating-first-deployment.md): Step-by-step tutorial to deploy, use endpoint snippets, and optionally publish
- [Deployment Lifecycle Management](https://docs.budecosystem.com/deployments/guides/deployment-lifecycle-management.md): Operate deployments from launch to retirement with predictable controls
- [Deployment Actions Reference](https://docs.budecosystem.com/deployments/reference/deployment-actions-reference.md): Reference for key actions in the Deployments module
- [Troubleshooting](https://docs.budecosystem.com/deployments/troubleshooting.md): Common issues and fixes for deployment operations
- [Introduction to Pipelines](https://docs.budecosystem.com/pipelines/introduction.md): Automate workflows with visual pipeline orchestration
- [Quick Start](https://docs.budecosystem.com/pipelines/quickstart.md): Create your first pipeline in 5 minutes
- [Pipeline Concepts](https://docs.budecosystem.com/pipelines/pipeline-concepts.md): Understanding DAGs, actions, and workflow orchestration
- [Creating Your First Pipeline](https://docs.budecosystem.com/pipelines/creating-first-pipeline.md): Build a deployment automation workflow step-by-step
- [Scheduled Pipelines](https://docs.budecosystem.com/pipelines/guides/scheduled-pipelines.md): Run pipelines on a schedule with cron expressions
- [Event-Driven Pipelines](https://docs.budecosystem.com/pipelines/guides/event-driven-pipelines.md): Trigger pipelines automatically based on platform events
- [Actions Reference](https://docs.budecosystem.com/pipelines/reference/actions-reference.md): Complete reference for all pipeline actions
- [Troubleshooting](https://docs.budecosystem.com/pipelines/troubleshooting.md): Common issues and solutions for Bud AI Foundry Pipelines
- [Introduction to Connectors](https://docs.budecosystem.com/connectors/introduction.md): Connect Bud agents to tools, business systems, and event sources
- [Quick Start](https://docs.budecosystem.com/connectors/quickstart.md): Configure and use your first connector in minutes
- [Connector Concepts](https://docs.budecosystem.com/connectors/connector-concepts.md): Core concepts behind Bud connectors, connections, gateways, tools, and triggers
- [Creating Your First Connector](https://docs.budecosystem.com/connectors/creating-first-connector.md): Step-by-step tutorial for creating a reusable connector connection
- [MCP Tool Connectors](https://docs.budecosystem.com/connectors/guides/mcp-tool-connectors.md): Configure MCP gateways and attach selected tools to agents
- [Event Connections](https://docs.budecosystem.com/connectors/guides/event-connections.md): Provision shared trigger providers for event-driven agents
- [Connectors Reference](https://docs.budecosystem.com/connectors/reference/connectors-reference.md): API surfaces, payloads, scopes, and connector operations
- [Troubleshooting](https://docs.budecosystem.com/connectors/troubleshooting.md): Resolve common connector, OAuth, tool, scope, and trigger issues
- [Introduction to MCP Foundry](https://docs.budecosystem.com/mcp-foundry/introduction.md): Understand the enterprise control plane for creating, federating, and governing MCP capabilities.
- [Quick Start](https://docs.budecosystem.com/mcp-foundry/quickstart.md): Create and test a small MCP Foundry virtual server using a tool and resource.
- [MCP Foundry Concepts](https://docs.budecosystem.com/mcp-foundry/mcp-foundry-concepts.md): Learn how MCP Foundry models capabilities, servers, access, and federation.
- [Create Your First MCP Server](https://docs.budecosystem.com/mcp-foundry/creating-first-mcp-foundry.md): Compose tools, resources, prompts, and skills into a virtual MCP server.
- [Configure MCP Server](https://docs.budecosystem.com/mcp-foundry/guides/configuring-gateways.md): Connect, secure, validate, and publish a managed MCP server through MCP Foundry.
- [Manage MCP capabilities](https://docs.budecosystem.com/mcp-foundry/guides/manage-mcp-capabilities.md)
- [Turn knowledge into agent-ready resources](https://docs.budecosystem.com/mcp-foundry/guides/agent-ready-resources.md): Publish governed organizational knowledge as MCP resources for AI agents.
- [Create portable AI skills](https://docs.budecosystem.com/mcp-foundry/guides/portable-ai-skills.md): Author, govern, and expose reusable task instructions through MCP Foundry.
- [Manage AI prompts at scale](https://docs.budecosystem.com/mcp-foundry/guides/manage-prompts-at-scale.md): Create governed, parameterized prompt templates and publish them to MCP clients.
- [MCP Foundry Reference](https://docs.budecosystem.com/mcp-foundry/reference/mcp-foundry-reference.md): This reference maps common platform tasks to the dashboard modules and the MCP concepts exposed to clients.
- [Troubleshooting](https://docs.budecosystem.com/mcp-foundry/troubleshooting.md)
- [Introduction to Router](https://docs.budecosystem.com/router/introduction.md): Route AI requests through visual decision graphs
- [Quick Start](https://docs.budecosystem.com/router/quickstart.md): Create and use your first router
- [Router Concepts](https://docs.budecosystem.com/router/router-concepts.md): Understanding router DAGs, actions, parameters, and connections
- [Creating Your First Router](https://docs.budecosystem.com/router/creating-first-router.md): Build a routing graph for endpoint selection step by step
- [Router Connection Rules](https://docs.budecosystem.com/router/guides/connection-rules.md): Design valid router graphs with category-aware lanes
- [Using Router API](https://docs.budecosystem.com/router/guides/using-router-api.md): Call active routers with OpenAI-compatible chat completions
- [Router Actions Reference](https://docs.budecosystem.com/router/reference/router-actions-reference.md): Reference for router action metadata, categories, and payload structure
- [Troubleshooting](https://docs.budecosystem.com/router/troubleshooting.md): Common issues and solutions for Bud AI Foundry Router
- [Introduction to Clusters](https://docs.budecosystem.com/clusters/introduction.md): Register, operate, and govern clusters for Bud workloads
- [Quick Start](https://docs.budecosystem.com/clusters/quickstart.md): Register and validate your first cluster in Bud
- [Cluster Concepts](https://docs.budecosystem.com/clusters/cluster-concepts.md): Understand cluster lifecycle, tabs, and operational controls
- [Creating Your First Cluster](https://docs.budecosystem.com/clusters/creating-first-cluster.md): Step-by-step workflow to onboard, validate, and prepare a cluster
- [Cluster Operations](https://docs.budecosystem.com/clusters/guides/cluster-operations.md): Run day-2 operations for health, deployments, and lifecycle management
- [Cluster Settings and Storage Defaults](https://docs.budecosystem.com/clusters/guides/cluster-settings-and-storage.md): Configure storage classes and access modes for consistent deployments
- [Cluster Tabs Reference](https://docs.budecosystem.com/clusters/reference/cluster-tabs-reference.md): Reference for each cluster detail tab and common operator actions
- [Troubleshooting](https://docs.budecosystem.com/clusters/troubleshooting.md): Common cluster registration and operations issues with fixes
- [Introduction to API Integration](https://docs.budecosystem.com/api-integration/introduction.md): Connect applications to Bud AI Foundry deployments with OpenAI-compatible and Bud-native APIs
- [Quickstart](https://docs.budecosystem.com/api-integration/quickstart.md): Make your first successful API Integration request
- [API Integration Concepts](https://docs.budecosystem.com/api-integration/api-integration-concepts.md): Core concepts for endpoints, authentication, payloads, and operational reliability
- [Creating Your First API Integration](https://docs.budecosystem.com/api-integration/creating-first-api-integration.md): Step-by-step tutorial to wire a project endpoint into an application
- [OpenAI-Compatible Client Guide](https://docs.budecosystem.com/api-integration/guides/openai-compatible-clients.md): Use existing OpenAI-style clients with Bud API endpoints
- [Webhook and Retry Patterns](https://docs.budecosystem.com/api-integration/guides/webhook-and-retry-patterns.md): Design resilient integration patterns for asynchronous and transient-failure scenarios
- [Request & Response Reference](https://docs.budecosystem.com/api-integration/reference/request-response-reference.md): Headers, payload patterns, and status handling for API Integration
- [Troubleshooting](https://docs.budecosystem.com/api-integration/troubleshooting.md): Common API Integration issues and practical fixes
- [Introduction to Playground](https://docs.budecosystem.com/playground/introduction.md): Experiment with models safely before production rollout
- [Quick Start](https://docs.budecosystem.com/playground/quickstart.md): Run your first Playground experiment in 5 minutes
- [Playground Concepts](https://docs.budecosystem.com/playground/playground-concepts.md): Understand sessions, chats, and model comparison in Playground
- [Creating Your First Playground Workflow](https://docs.budecosystem.com/playground/creating-first-playground.md): Build a practical prompt evaluation workflow from start to finish
- [Model Comparison Workflows](https://docs.budecosystem.com/playground/guides/model-comparison-workflows.md): Design fair and repeatable side-by-side model evaluations
- [Prompt Engineering Patterns](https://docs.budecosystem.com/playground/guides/prompt-engineering-patterns.md): Improve output reliability with practical prompting techniques
- [Playground Actions Reference](https://docs.budecosystem.com/playground/reference/playground-actions-reference.md): Reference for common Playground interactions and controls
- [Troubleshooting Playground](https://docs.budecosystem.com/playground/troubleshooting.md): Resolve common Playground access, response, and session issues
- [Introduction to Observability](https://docs.budecosystem.com/observability/introduction.md): Monitor inference performance, investigate requests, and enforce protection rules
- [Quick Start](https://docs.budecosystem.com/observability/quickstart.md): Get immediate value from Metrics, Requests, and Rules tabs
- [Observability Concepts](https://docs.budecosystem.com/observability/observability-concepts.md): Understand tabs, entities, and investigation signals
- [Creating Your First Investigation](https://docs.budecosystem.com/observability/creating-first-observability.md): Walk through a practical observability workflow from alert to action
- [Request Investigations](https://docs.budecosystem.com/observability/guides/request-investigations.md): Systematic workflow for debugging failed or slow inference requests
- [Rule Management](https://docs.budecosystem.com/observability/guides/rule-management.md): Create, tune, and audit observability blocking rules
- [Observability Reference](https://docs.budecosystem.com/observability/reference/observability-reference.md): Reference for key metrics, filters, and rule controls
- [Troubleshooting](https://docs.budecosystem.com/observability/troubleshooting.md): Common observability issues and practical fixes
- [Introduction to Dashboard](https://docs.budecosystem.com/dashboard/introduction.md): Monitor platform health, usage, and model quality from a single overview
- [Quick Start](https://docs.budecosystem.com/dashboard/quickstart.md): Start using Dashboard in minutes to monitor health, performance, and model quality
- [Dashboard Concepts](https://docs.budecosystem.com/dashboard/dashboard-concepts.md): Understand dashboard cards, time windows, top-k logic, and operational interpretation
- [Creating Your First Dashboard Workflow](https://docs.budecosystem.com/dashboard/creating-first-dashboard.md): Build a repeatable dashboard-based operating routine for model and platform health
- [Operational Monitoring Guide](https://docs.budecosystem.com/dashboard/guides/operational-monitoring.md): Use dashboard metrics to run incident triage and proactive health reviews
- [Dashboard Metrics Reference](https://docs.budecosystem.com/dashboard/reference/metrics-reference.md): Reference for dashboard cards, chart metrics, and interpretation hints
- [Troubleshooting](https://docs.budecosystem.com/dashboard/troubleshooting.md): Common dashboard issues and practical fixes
- [Introduction to Agents](https://docs.budecosystem.com/prompts-agents/introduction.md): Build, version, and operationalize AI agents in Bud AI Foundry
- [Quick Start](https://docs.budecosystem.com/prompts-agents/quickstart.md): Create and run your first agent in Bud AI Foundry
- [Agent Concepts](https://docs.budecosystem.com/prompts-agents/agent-concepts.md): Core concepts for agent workflows, schemas, tools, and versions
- [Creating Your First Agent](https://docs.budecosystem.com/prompts-agents/creating-first-agent.md): Step-by-step guide to build, test, and publish an agent
- [Agent Version Management](https://docs.budecosystem.com/prompts-agents/guides/version-management.md): Create, edit, and promote agent versions safely
- [Tool Connectors for Agents](https://docs.budecosystem.com/prompts-agents/guides/tool-connectors.md): Attach and manage connectors for tool-enabled agent workflows
- [Context Compaction](https://docs.budecosystem.com/prompts-agents/guides/context-compaction.md): Keep long agent conversations inside the model's context window
- [Default Variables](https://docs.budecosystem.com/prompts-agents/guides/default-variables.md): Read who is calling, from where, and how much the run has used with bud variables in an agent's prompts
- [Native Tools](https://docs.budecosystem.com/prompts-agents/guides/native-tools/introduction.md): First-party tools that ship with the platform — enable per prompt version with declarative configuration
- [Web Search](https://docs.budecosystem.com/prompts-agents/guides/native-tools/web-search.md): DuckDuckGo-backed web search that returns titles, URLs, and snippets to the agent
- [Web Fetch](https://docs.budecosystem.com/prompts-agents/guides/native-tools/web-fetch.md): Fetch a URL and convert the response to markdown, with built-in SSRF protection and allow/block lists
- [Atlas Knowledge](https://docs.budecosystem.com/prompts-agents/guides/native-tools/atlas-knowledge.md): Search and question this agent's own document corpus through Atlas, scoped automatically to the agent ID
- [Code Interpreter](https://docs.budecosystem.com/prompts-agents/guides/native-tools/code-interpreter.md): Isolated Jupyter + bash sandbox for Python and JavaScript, provisioned on demand per prompt version
- [Task Planner](https://docs.budecosystem.com/prompts-agents/guides/native-tools/task-planner.md): Let an agent break multi-step work into dependent tasks, track progress, and pick up where it left off
- [Agents Reference](https://docs.budecosystem.com/prompts-agents/reference/agents-reference.md): Reference for key agents surfaces, actions, and fields
- [Troubleshooting](https://docs.budecosystem.com/prompts-agents/troubleshooting.md): Common issues and fixes for Agents in Bud AI Foundry
- [Introduction to Evaluations](https://docs.budecosystem.com/evaluations/introduction.md): Benchmark model quality with curated datasets, traits, and experiment workflows
- [Quick Start](https://docs.budecosystem.com/evaluations/quickstart.md): Create an experiment and run your first model evaluation
- [Evaluation Concepts](https://docs.budecosystem.com/evaluations/evaluation-concepts.md): Understand datasets, traits, experiments, and scoring workflows
- [Creating Your First Evaluation](https://docs.budecosystem.com/evaluations/creating-first-evaluation.md): Build a practical experiment and execute your first evaluation run
- [Running Evaluations](https://docs.budecosystem.com/evaluations/guides/running-evaluations.md): Operational guide for launching, monitoring, and rerunning evaluations
- [Comparing Models](https://docs.budecosystem.com/evaluations/guides/comparing-models.md): Use leaderboard and experiment history for reliable model selection
- [Evaluations Reference](https://docs.budecosystem.com/evaluations/reference/evaluations-reference.md): Reference for evaluations objects, views, and common fields
- [Troubleshooting](https://docs.budecosystem.com/evaluations/troubleshooting.md): Common issues and fixes for evaluations and experiments
- [Introduction to Guardrail](https://docs.budecosystem.com/guardrail/introduction.md): Build safer AI applications with policy-driven guardrail workflows
- [Quick Start](https://docs.budecosystem.com/guardrail/quickstart.md): Create and deploy your first guardrail in minutes
- [Guardrail Concepts](https://docs.budecosystem.com/guardrail/guardrail-concepts.md): Understand probes, profiles, rules, and deployment behavior
- [Creating Your First Guardrail](https://docs.budecosystem.com/guardrail/creating-first-guardrail.md): Build a production-ready guardrail profile step-by-step
- [Governance Policy](https://docs.budecosystem.com/guardrail/governance-policy.md): Define, deploy, and attach agentic AI governance policies
- [Bud Sentinel](https://docs.budecosystem.com/guardrail/bud-sentinel.md): Secure Evaluation and Runtime Trust for model supply chains.
- [Provider and Probe Strategy](https://docs.budecosystem.com/guardrail/guides/provider-and-probe-strategy.md): Choose providers and probe combinations for layered safety
- [Deployment and Operations](https://docs.budecosystem.com/guardrail/guides/deployment-and-operations.md): Operational guidance for deploying and managing guardrails
- [Guardrail Reference](https://docs.budecosystem.com/guardrail/reference/guardrail-reference.md): Reference for guardrail entities, statuses, and key operations
- [Troubleshooting](https://docs.budecosystem.com/guardrail/troubleshooting.md): Common guardrail issues and practical fixes
- [Introduction to API Keys](https://docs.budecosystem.com/api-keys/introduction.md): Manage provider credentials, project keys, and cloud provider connections
- [Quick Start](https://docs.budecosystem.com/api-keys/quickstart.md): Create your first provider credential and project API key
- [API Key Concepts](https://docs.budecosystem.com/api-keys/api-key-concepts.md): Understand provider credentials, project keys, and cloud provider connections
- [Creating Your First API Key](https://docs.budecosystem.com/api-keys/creating-first-api-key.md): Set up provider credentials and a project-scoped key step-by-step
- [Rotating Keys](https://docs.budecosystem.com/api-keys/guides/rotating-keys.md): Run safe key rotation for provider and project credentials
- [Security Best Practices](https://docs.budecosystem.com/api-keys/guides/security-best-practices.md): Protect API credentials with governance and operational controls
- [Permissions & Rate-Limit Reference](https://docs.budecosystem.com/api-keys/reference/permissions-and-rate-limits-reference.md): Reference fields and governance controls for API keys
- [Troubleshooting](https://docs.budecosystem.com/api-keys/troubleshooting.md): Common API key module issues and how to resolve them
- [Introduction to User Management](https://docs.budecosystem.com/user-management/introduction.md): Control access with roles, permissions, and secure authentication
- [Quick Start](https://docs.budecosystem.com/user-management/quickstart.md): Set up user management in minutes
- [User Management Concepts](https://docs.budecosystem.com/user-management/user-management-concepts.md): Understand users, roles, permissions, and scope inheritance
- [Creating Your First User Management Setup](https://docs.budecosystem.com/user-management/creating-first-user-management.md): Build a production-ready access model step-by-step
- [Inviting Users](https://docs.budecosystem.com/user-management/inviting-users.md): Add team members to your organization
- [Onboarding and Offboarding](https://docs.budecosystem.com/user-management/guides/onboarding-and-offboarding.md): Standardize secure user lifecycle operations
- [Access Review Workflow](https://docs.budecosystem.com/user-management/guides/access-review-workflow.md): Run recurring permission reviews for least-privilege access
- [User Types & Permissions](https://docs.budecosystem.com/user-management/roles-permissions.md): Understanding access control and user types in Bud Stack
- [Permissions Reference](https://docs.budecosystem.com/user-management/reference/permissions-reference.md): Reference for common user roles, statuses, and permission scopes
- [Troubleshooting](https://docs.budecosystem.com/user-management/troubleshooting.md): Common user management, RBAC, and authentication issues
- [Customer Dashboard Portal Introduction](https://docs.budecosystem.com/product-guide/customer-dashboard/introduction.md): Understand the Customer Dashboard Portal experience, scope, and value
- [Quickstart](https://docs.budecosystem.com/product-guide/customer-dashboard/quickstart.md): Get productive in Customer Dashboard Portal in minutes
- [Customer Dashboard Concepts](https://docs.budecosystem.com/product-guide/customer-dashboard/customer-dashboard-concepts.md): Key concepts for models, projects, credentials, observability, and billing
- [Creating Your First Customer Dashboard Workflow](https://docs.budecosystem.com/product-guide/customer-dashboard/creating-first-customer-dashboard-workflow.md): Build a complete model-to-production workflow inside Customer Dashboard Portal
- [Managing API Keys and Projects](https://docs.budecosystem.com/product-guide/customer-dashboard/guides/managing-api-keys-and-projects.md): Best practices for secure credential lifecycle and project organization
- [Observability and Usage Monitoring](https://docs.budecosystem.com/product-guide/customer-dashboard/guides/observability-and-usage-monitoring.md): Use Logs, Usage, and Audit to manage reliability and spend
- [Customer Dashboard Reference](https://docs.budecosystem.com/product-guide/customer-dashboard/reference/customer-dashboard-reference.md): Reference for main pages, actions, and operational outputs
- [Troubleshooting](https://docs.budecosystem.com/product-guide/customer-dashboard/troubleshooting.md): Common Customer Dashboard issues and how to resolve them
- [Account Settings](https://docs.budecosystem.com/settings/account-settings.md): Manage your password, profile, and account preferences
- [API & SDK Overview](https://docs.budecosystem.com/api-sdk/overview.md): Access Bud AI Foundry programmatically via REST APIs, Python SDK, and CLI tools
- [Quickstart](https://docs.budecosystem.com/api-sdk/quickstart.md): Make your first API call to Bud AI Foundry in 5 minutes
- [Chat Completions](https://docs.budecosystem.com/api-sdk/chat/create-chat-completion.md): Generate chat-based completions using the specified model.
- [Create Completion](https://docs.budecosystem.com/api-sdk/completions/create-completion.md): Generate text completions using the specified model.
- [Create Message](https://docs.budecosystem.com/api-sdk/messages/create-message.md): Create a message using Anthropic-compatible API.
- [Generate Embeddings](https://docs.budecosystem.com/api-sdk/embeddings/generate-embeddings.md): Generate vector embeddings for input text(s).
- [Classify Text](https://docs.budecosystem.com/api-sdk/classify/classify-text.md): Classify text into predefined categories.
- [Moderate Content](https://docs.budecosystem.com/api-sdk/moderations/moderate-content.md): Check if content complies with usage policies.
- [Transcribe Audio](https://docs.budecosystem.com/api-sdk/audio/transcribe-audio.md): Convert an audio file to text in its original language.
- [Translate Audio](https://docs.budecosystem.com/api-sdk/audio/translate-audio.md): Convert an audio file to English text, whatever language it is spoken in.
- [Text-to-Speech](https://docs.budecosystem.com/api-sdk/audio/text-to-speech.md): Generate audio from text with a text-to-speech deployment.
- [Generate Images](https://docs.budecosystem.com/api-sdk/images/generate-images.md): Generate images from text prompts.
- [Edit Image](https://docs.budecosystem.com/api-sdk/images/edit-image.md): Edit an image using a text prompt and mask.
- [Create Image Variation](https://docs.budecosystem.com/api-sdk/images/create-variation.md): Create variations of an existing image.
- [Process Document](https://docs.budecosystem.com/api-sdk/documents/process-document.md): Run OCR / document extraction and export to multiple structured formats.
- [List Models](https://docs.budecosystem.com/api-sdk/models/list-models.md): Retrieve the models, adapters, guardrails and routers an API key can address.
- [Upload File](https://docs.budecosystem.com/api-sdk/files/upload-file.md): Upload a file for use with the Batch API.
- [Get File](https://docs.budecosystem.com/api-sdk/files/get-file.md): Retrieve file metadata by ID.
- [Get File Content](https://docs.budecosystem.com/api-sdk/files/get-file-content.md): Download the content of a file.
- [Delete File](https://docs.budecosystem.com/api-sdk/files/delete-file.md): Delete a file by ID.
- [Create Batch](https://docs.budecosystem.com/api-sdk/batch/create-batch.md): Submit a batch job for asynchronous processing.
- [List Batches](https://docs.budecosystem.com/api-sdk/batch/list-batches.md): Retrieve a list of all batch jobs.
- [Get Batch](https://docs.budecosystem.com/api-sdk/batch/get-batch.md): Retrieve information about a specific batch job.
- [Cancel Batch](https://docs.budecosystem.com/api-sdk/batch/cancel-batch.md): Cancel a running batch job.
- [Create Response](https://docs.budecosystem.com/api-sdk/responses/create-response.md): Create a new response using OpenAI's Responses API.
- [Get Response](https://docs.budecosystem.com/api-sdk/responses/get-response.md): Retrieve a response by ID.
- [Delete Response](https://docs.budecosystem.com/api-sdk/responses/delete-response.md): Delete a response by ID.
- [Cancel Response](https://docs.budecosystem.com/api-sdk/responses/cancel-response.md): Stop an in-progress response — a background run, or a stream in flight.
- [List Input Items](https://docs.budecosystem.com/api-sdk/responses/list-input-items.md): List input items for a response.
- [Response Format](https://docs.budecosystem.com/api-sdk/responses/response-format.md): Overview of API response structures, status codes, and error handling.
- [Realtime Sessions](https://docs.budecosystem.com/api-sdk/realtime/realtime-sessions.md): Speech-to-speech over a WebSocket, on a realtime deployment, with the OpenAI Realtime protocol.
- [Client Secrets](https://docs.budecosystem.com/api-sdk/realtime/client-secrets.md): Mint a short-lived secret that lets a browser open a realtime session without an API key.
- [Voice Pipeline Sessions](https://docs.budecosystem.com/api-sdk/realtime/voice-pipeline-sessions.md): Streaming transcription, speech and a voice agent over one WebSocket, each leg a deployment.
- [Voice Agents](https://docs.budecosystem.com/api-sdk/realtime/voice-agents.md): Talk to an agent: its prompt, tools and governance, with a speech-to-text and a text-to-speech deployment as its ears and voice.
- [Installation](https://docs.budecosystem.com/api-sdk/python-sdk/installation.md): Install the BudAI Foundry Python SDK and CLI
- [Quickstart](https://docs.budecosystem.com/api-sdk/python-sdk/quickstart.md): Get started with the BudAI Foundry Python SDK in minutes
- [Authentication](https://docs.budecosystem.com/api-sdk/python-sdk/authentication.md): Configure authentication for the BudAI Foundry SDK
- [Inference](https://docs.budecosystem.com/api-sdk/python-sdk/inference.md): Make chat completion requests and stream responses
- [Pipelines & Executions](https://docs.budecosystem.com/api-sdk/python-sdk/pipelines.md): Create, manage, and execute deployment pipelines with the Python SDK
- [Code Interpreter](https://docs.budecosystem.com/api-sdk/python-sdk/code-interpreter.md): Build custom sandbox templates and attach them to agents
- [Pipeline DSL](https://docs.budecosystem.com/api-sdk/python-sdk/pipeline-dsl.md): Build pipelines with Pythonic DSL instead of JSON definitions
- [CLI Reference](https://docs.budecosystem.com/api-sdk/python-sdk/cli-reference.md): Command-line interface for BudAI Foundry operations
- [Examples](https://docs.budecosystem.com/api-sdk/python-sdk/examples.md): Code examples for common BudAI Foundry SDK use cases
- [Actions Reference](https://docs.budecosystem.com/api-sdk/python-sdk/reference/actions-reference.md): Complete list of available pipeline action types and their configuration
- [Type Reference](https://docs.budecosystem.com/api-sdk/python-sdk/reference/types.md): Complete type definitions for the Python SDK
- [Installation Guide](https://docs.budecosystem.com/developer-docs/installation.md): Install Bud-Stack on Kubernetes with ArgoCD (GitOps) from a configuration repo you own
- [Deployment Guide](https://docs.budecosystem.com/developer-docs/deployment.md): Install Bud-Stack from the OCI Helm chart against managed (external) databases and object storage
- [Helm Configuration](https://docs.budecosystem.com/developer-docs/helm-configuration.md): Reference for configuring Bud-Stack via the bud Helm chart values
- [Hardware Requirements](https://docs.budecosystem.com/developer-docs/hardware-requirements.md): Plan compute, memory, storage, and inference (GPU/CPU/HPU) capacity for a self-hosted Bud deployment
- [Reference Architectures](https://docs.budecosystem.com/developer-docs/reference-architectures.md): Availability tiers (T0–T4) with per-tier topology diagrams and a bare-minimum hardware BOM for each
- [API Gateway](https://docs.budecosystem.com/developer-docs/features/gateway.md): API Gateway with dynamic model routing, multi-tenant authentication, caching and observability.
- [Multi-Lora Support](https://docs.budecosystem.com/developer-docs/features/multi-lora-support.md): Dynamic & Efficient LoRA Adapter Management
- [Observability & Inference Analytics](https://docs.budecosystem.com/developer-docs/features/observability.md): Comprehensive AI model inference monitoring, analytics, and performance optimization through detailed observability features.
- [Release Notes](https://docs.budecosystem.com/developer-docs/release-notes.md): Version history and changelog for Bud-Stack releases

## Optional

- [Blog](https://budecosystem.com/blog/)
- [API Reference](https://budecosystem-b7b14df4.mintlify.app/developer-docs/openai-api/chat)


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