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User guide
Tutorials
API reference
Deployment
Architecture
Integrations
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Flyte Docs
User guide
Tutorials
API reference
Deployment
Architecture
Integrations
Community
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Flyte agents
Airflow agent
Airflow agent example usage
AWS SageMaker Inference Agent
Deploy and serve an XGBoost model on AWS SageMaker using FastAPI
BigQuery agent
BigQuery agent example usage
ChatGPT agent
ChatGPT agent
Databricks agent
Running Spark on Databricks
Memory Machine Cloud agent
Memory Machine Cloud agent example usage
OpenAI Batch Agent
Batching Requests for Asynchronous Processing
PERIAN Job Platform Agent
PERIAN agent example usage
Sensor
File Sensor
Slurm agent
Slurm agent example usage
Snowflake agent
Querying data in Snowflake
Flytekit plugins
Comet ML
Comet Example
DBT
DBT Example
Dolt
Dolt Branches
Quickstart
Great Expectations
Task Example
Type Example
Memray Profiling
Memray Profiling Example
MLFlow
MLflow Example
Modin
KNN Classifier
Neptune plugin
Neptune example
NIM
Serve Generative AI Models with NIM
Ollama
Serve LLMs with Ollama
ONNX
PyTorch Example
ScikitLearn Example
TensorFlow Example
Pandera
Basic Schema Example
Validating and Testing Machine Learning Pipelines
Papermill
Jupyter Notebook Tasks
Simple Papermill Notebook
Slurm agent
DuckDB Example
SQL
SQLAlchemy
Sqlite3
Weights and Biases
Weights and Biases Example
WhyLogs
Whylogs Example
Native backend plugins
Dask
Running a Dask Task
MPI
Running Distributed Training Using Horovod and MPI
PyTorch Distributed
Run PyTorch Distributed
Use PyTorch Lightning to Train an MNIST Autoencoder
Ray
Running Ray Tasks
Spark
Converting a Spark DataFrame to a Pandas DataFrame
Running a Spark Task
TensorFlow Distributed
Run Distributed TensorFlow Training
External service backend plugins
AWS Athena
Athena Query
AWS Batch
AWS Batch
FlyteInteractive
FlyteInteractive Jupyter Decorator
FlyteInteractive Vscode Decorator
Hive
Hive Tasks
Flyte operators
Airflow Provider
FlyteOperator Example
Deprecated integrations
BigQuery plugin
BigQuery plugin example
Databricks plugin
Databricks plugin example
Kubernetes Pods
Pod Example
Snowflake plugin
Snowflake plugin example
Flyte OSS
Integrations
Native backend plugins
Native backend plugins
This section covers native backend plugins.
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