# Documentation

Welcome to the documentation.

## Subpages

- [User Guide](https://www.union.ai/docs/v2/union/user-guide/page.md)
  - Basics
  - [Flyte 2](https://www.union.ai/docs/v2/union/overview/page.md)
  - [Quickstart](https://www.union.ai/docs/v2/union/quickstart/page.md)
  - [Core concepts](https://www.union.ai/docs/v2/union/core-concepts/page.md)
  - [Run modes](https://www.union.ai/docs/v2/union/run-modes/page.md)
  - Tasks
  - [Configure tasks](https://www.union.ai/docs/v2/union/task-configuration/page.md)
  - [Build tasks](https://www.union.ai/docs/v2/union/task-programming/page.md)
  - [Run and deploy tasks](https://www.union.ai/docs/v2/union/task-deployment/page.md)
  - Apps
  - [Configure apps](https://www.union.ai/docs/v2/union/configure-apps/page.md)
  - [Build apps](https://www.union.ai/docs/v2/union/build-apps/page.md)
  - [Native app integrations](https://www.union.ai/docs/v2/union/native-app-integrations/page.md)
  - [Serve and deploy apps](https://www.union.ai/docs/v2/union/serve-and-deploy-apps/page.md)
  - Agents
  - [Build agents](https://www.union.ai/docs/v2/union/build-agent/page.md)
  - [Agent framework integrations](https://www.union.ai/docs/v2/union/agent-framework-integrations/page.md)
  - [Sandboxing](https://www.union.ai/docs/v2/union/sandboxing/page.md)
  - [Build an MCP](https://www.union.ai/docs/v2/union/build-mcp/page.md)
  - Access and identity
  - [Authenticating](https://www.union.ai/docs/v2/union/authenticating/page.md)
  - [User management](https://www.union.ai/docs/v2/union/user-management/page.md)
  - Cluster and workload management
  - [Clusters and queues](https://www.union.ai/docs/v2/union/cluster-workload-management/page.md)
  - Advanced guides
  - [Project patterns](https://www.union.ai/docs/v2/union/project-patterns/page.md)
  - [Run scaling](https://www.union.ai/docs/v2/union/run-scaling/page.md)
  - [Advanced project](https://www.union.ai/docs/v2/union/advanced-project/page.md)
  - [Migration](https://www.union.ai/docs/v2/union/migration/page.md)
- [Tutorials](https://www.union.ai/docs/v2/union/tutorials/page.md)
  - Industry verticals
  - [Biotech & Healthcare](https://www.union.ai/docs/v2/union/biotech-healthcare/page.md)
  - [Geospatial](https://www.union.ai/docs/v2/union/geospatial/page.md)
  - [Financial Services & Fintech](https://www.union.ai/docs/v2/union/financial-services/page.md)
  - [Frontier AI](https://www.union.ai/docs/v2/union/frontier-ai/page.md)
  - Technical topics
  - [Computer Vision](https://www.union.ai/docs/v2/union/computer-vision/page.md)
  - [Agents](https://www.union.ai/docs/v2/union/agents/page.md)
  - [Context Engineering](https://www.union.ai/docs/v2/union/context-engineering/page.md)
  - [Model Training](https://www.union.ai/docs/v2/union/model-training/page.md)
  - [Data Processing](https://www.union.ai/docs/v2/union/data-processing/page.md)
- [Integrations](https://www.union.ai/docs/v2/union/integrations/page.md)
  - Integration categories
  - Distributed compute
  - Supported distributed compute integrations
  - How the plugin system works
  - Example: Using the Dask plugin
  - Key design principle
  - Agentic AI
  - Supported agentic AI integrations
  - Experiment tracking
  - Supported experiment tracking integrations
  - Configuration
  - Supported configuration integrations
  - Data validation
  - Supported data validation integrations
  - Connectors
  - Supported connectors
  - Creating a new connector
  - Async connector interface
  - Example: Batch job connector
  - Connector-level secrets
  - Deploy a custom connector
  - LLM serving
  - Supported LLM serving integrations
  - Notebook execution
  - Supported notebook execution integrations
  - Observability
  - Supported observability integrations
- [API Reference](https://www.union.ai/docs/v2/union/api-reference/page.md)
  - [Flyte SDK](https://www.union.ai/docs/v2/union/flyte-sdk/page.md)
  - [Flyte CLI](https://www.union.ai/docs/v2/union/flyte-cli/page.md)
  - [Migration from Flyte 1](https://www.union.ai/docs/v2/union/migration/page.md)
- [Community](https://www.union.ai/docs/v2/union/community/page.md)
  - Contributing to documentation
- [Release Notes](https://www.union.ai/docs/v2/union/release-notes/page.md)
  - June 2026
  - :rocket: Retries with Backoff and Timeout Controls
  - :robot: Flyte-Native Agent Construct
  - :memo: Multi-Pod Log Streaming
  - :computer: Build and Deploy MCP Servers
  - :sparkles: Smarter Failure Classification
  - :zap: Faster CLI Startup and Unified Local Caches
  - :sparkles: Friendlier Build and Deploy Errors
  - :zap: More Resilient Uploads
  - :wrench: SDK Reliability Improvements
  - :wrench: Exclude Files from Code Bundles with `.flyteignore`
  - :wrench: Settings Applied at Run Creation
  - :sparkles: Console Run Exploration Improvements
  - :sparkles: Task Environment Details Drawer
  - :gear: Cluster and Cluster Pool Management from the CLI
  - :chart_with_upwards_trend: GPU Configuration for Ray Clusters
  - :sparkles: Pydantic Union Types with Field Annotations
  - :sparkles: Queues with Concurrency and Depth Control (Beta)
  - :sparkles: Events API (Beta)
  - :gear: Self-Managed Dataplane Updates
  - May 2026
  - :robot: AI Agent Components in `flyte.ai`
  - :wrench: Hierarchical Settings
  - :sparkles: Interactive Triggers
  - :hammer: Non-Root Images by Default
  - :sparkles: Actionable CLI Error Messages
  - :hammer: Image Building Enhancements
  - :sparkles: Console Enhancements
  - :computer: TUI and Shell Task Improvements
  - :sparkles: New Plugins and Examples
  - :wrench: User-Facing Logger
  - :wrench: Keyring Opt-Out
  - :gear: Cluster-Aware Data Access
  - :gear: OpenShift Support for Self-Managed Deployments
  - March 2026
  - :wrench: Extended Idle Timeout for Panel Apps
  - :wrench: Plugin Variants Documentation
  - :rocket: Google Gemini Plugin Integration
  - :hammer: Forced Image Build Caching
  - :computer: LLM-Powered Code Generation
  - :wrench: Updated AI Plugin Examples
  - :wrench: Debug Mode Integration
  - :sparkles: Improved CLI Enum Support
  - :memo: Programmatic Log Access
  - :zap: Simplified PyTorch Example Setup
  - :chart_with_upwards_trend: Distributed Training Evaluation
  - :zap: Improved Benchmark Flexibility
  - :computer: CLI Project Management
  - :robot: Anthropic Claude Integration
  - :hourglass_flowing_sand: Panel App Enhancements
  - :gear: AWS Config File Support
  - :sparkles: Improved Task Execution Reliability
  - :wrench: Enhanced Action Service Integration
  - :rocket: Async Training with Early Stopping
  - :wrench: Improved Include Path Handling
  - :zap: Enhanced Retry Management
  - :zap: Improved Module Loading
  - :zap: Dynamic Batching for Improved GPU Utilization
  - :sparkles: Run Cache Disabling
  - :computer: Vim Key Navigation for TUI
  - :sparkles: Clickable Image Build URLs
  - :sparkles: Enhanced Run Filters
  - :wrench: Simplified Dependency Management
  - :robot: MLE Agent Enhancements
  - :sparkles: Improved Task Command Initialization
  - :zap: New Example Applications & Bug Fixes
  - :gear: Phase Transitions Tracking
  - :wrench: Multiple Source Files Support
  - :package: Simplified Code Bundling
  - :wrench: Improved Error Messaging for Deployment
  - :wrench: Improved Debugging for Reusable Tasks
  - :sparkles: JSONL Plugin Support
  - February 2026
  - :sparkles: JSON Schema Enhancement
  - :calculator: Panel Calculator Example
  - :sparkles: Spark Plugin Update
  - :lock: Secure Package Specification
  - :zap: Enum Name Acceptance in CLI
  - :wrench: Enhanced Pod Template Handling
  - :zap: Stress Testing Example Added
  - :bug: Correct Serialization Field
  - :wrench: Improved Async Task Handling
  - :wrench: Sync Alignment of File Upload Methods
  - :hourglass: Request Timeout Configuration
  - :wrench: Enhanced Bundling and Error Handling
  - :wrench: Dynamic Pydantic Model Creation
  - :busts_in_silhouette: Human-in-the-Loop Plugin
  - :rocket: Stateless Code Sandbox
  - :wrench: Improved CLI Logging Initialization
  - :wrench: Enhanced Ignore Handling
  - :whale: CI Image Builder
  - :wrench: TypedDict Compatibility Fix
  - :globe_with_meridians: Cross-Platform Code Bundling
  - :wrench: Improved CLI JSON Formatting
  - :wrench: Improved Pod Image Handling
  - :sparkles: Flyte Webhook Environment
  - :repeat: Retry Interceptor for gRPC
  - :sparkles: Orchestration Sandbox Feature
  - :wrench: Task Shortname Override Fix
  - :sparkles: NVIDIA H100 GPU Support
  - :zap: Enhanced Error Handling in PyTorch Elastic Jobs
  - :wrench: Reverse Path Priority Fix
  - :globe_with_meridians: S3 Virtual Hosted-Style Support
  - November 2025
  - :fast_forward: Grouped Runs
  - :globe_with_meridians: Apps (beta)
  - :label: Custom context
  - :lock: Secrets UI
  - Image builds now run in the same project-domain
  - Support for secret mounts in Poetry and UV projects
  - October 2025
  - :infinity: Larger fanouts
  - :computer: Remote debugging for Ray head nodes
  - :zap: Triggers and audit history
  - :arrow_up: Deployed tasks and input passing
- [Support](https://www.union.ai/docs/v2/union/support/page.md)
  - Severity levels
  - Response time targets
  - Shared Slack channel
  - Support portal
  - Union Cloud console
  - Email
- [Deployment](https://www.union.ai/docs/v2/union/deployment/page.md)
  - BYOC deployment
  - Self-managed deployment
  - Data plane
  - Control plane
- [Security](https://www.union.ai/docs/v2/union/security/page.md)
  - Overview
  - Deployment models

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**Source**: https://github.com/unionai/unionai-docs/blob/main/content/_index.md
**HTML**: https://www.union.ai/docs/v2/union/