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Flyte OSS
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Flyte Docs
User guide
Tutorials
API reference
Deployment
Architecture
Integrations
Community
Signup
About Flyte
Getting started
Local setup
First project
Understanding the code
Running your workflow
Core concepts
Workflows
Standard workflows
Subworkflows and sub-launch plans
Dynamic workflows
Eager workflows
Imperative workflows
Launching workflows
Viewing workflows
Viewing workflow executions
Tasks
Map tasks
Task types
Task parameters
Launching tasks
Viewing tasks
Task software environment
Local image building
ImageSpec with ECR
ImageSpec with GAR
ImageSpec with ACR
Environment variables
Viewing logs
Reference tasks
Task hardware environment
Customizing task resources
Accelerators
Retries and timeouts
Interruptible instances
Launch plans
Defining launch plans
Viewing launch plans
Notifications
Schedules
Activating and deactivating
Running launch plans
Reference launch plans
Mapping over launch plans
Reactive workflows
Caching
Named outputs
ImageSpec
Development cycle
Authentication
Project structure
Projects and domains
Building workflows
Setting up a production project
Local dependencies
ImageSpec
Running your code
Overriding parameters
Details of pyflyte run
Debugging with interactive tasks
Task resource validation
Running in a local cluster
CI/CD deployment
Jupyter notebooks
Decks
FlyteRemote
FlyteRemote examples
Migrating from Airflow to Flyte
Testing
Mocking tasks
Data input/output
FlyteFile and FlyteDirectory
Downloading with FlyteFile and FlyteDirectory
Task input and output
Accessing attributes
Dataclass
Enum type
Pickle type
Pydantic BaseModel
PyTorch type
StructuredDataset
TensorFlow types
Programming
Chaining entities
Conditionals
Decorating tasks
Decorating workflows
Intratask checkpoints
Waiting for external inputs
Nested parallelism
Failure node
Integrations
Agents
Apache Airflow agent
Apache Airflow agent example
AWS SageMaker inference agent
AWS SageMaker agent example
Databricks agent
Databricks agent example
File sensor agent
File sensor agent example
Google BigQuery agent
Google BigQuery agent example
MemVerge Memory Machine Cloud (MMC) agent
MemVerge Memory Machine Cloud (MMC) agent example
OpenAI agents
Batch agent example
ChatGPT agent example
Snowflake agent
Snowflake agent example
FAQ
Flyte OSS
User guide
Programming
Programming
This section covers the general programming of Flyte.
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