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Getting Started

  • What's Modzy?
  • Run Your First Model
  • Run Predictions in Python
  • Build an AI-powered Web App

App Gallery

  • Web Apps
    • Modzy in a Flask app Quickstart
    • Solar Energy Score
  • Bots
    • Sentiment-sensing Slackbot
  • Notebooks
    • OCR, Translate and Summarize
    • RSS Feed Summarizer
    • Youtube Deepfake detection
  • Browser Extensions
    • Deepfake Detection
    • Summarize It
  • Mobile Apps
    • Shortcuts for iPhone and iPad

Tutorials

  • Batch Inference Tutorial
  • Raspberry Pi Edge Tutorial

Feature Guides

  • Projects
    • How to Create a New Project
    • How to Use a Project
    • How to Delete a Project
  • Models
    • Discover and test run models
    • Manage model versions
  • Jobs
    • How to retrieve job results
    • How to download job results
    • How to cancel a job
  • Explainability
    • How to Use Explainability
    • Explainability Formats
  • Drift
    • How to Set Up Drift Detection
    • Prediction Drift Formats
  • Model Management
    • Manage infrastructure scaling and costs
  • Admin
    • How to Create a Team
    • How to Add Team Members
    • How to Delete Team Members
    • How to Delete a Team
    • How to Update Team Settings
    • How to Create a User
    • How to Browse Existing Users
    • How to View User Details
    • How to Edit User Roles
    • How to Delete Users
    • How to view and manage API keys
  • Edge
    • How to Create a Device Group
    • How to Generate a Device Token
    • How to Deploy a Model to the Edge

How-to Guides

  • How to Package Models
    • PyTorch
    • Scikit-learn
    • XGBoost
    • LightGBM
    • Fastai
    • MXNet
    • ONNX
    • PMML
    • Hugging Face
    • General Chassis Template
    • Tensorflow (Manual)
    • Python Model (Manual)
    • R Model (Manual)
    • OMI Container Specification
    • v1 Container Specifications REST
  • How to Deploy Models
    • How to Import a Container
    • How to Deploy a Model with Modzy Python SDK
    • How to Deploy a Model with CI/CD
  • How to Run Inferences
    • Text Inputs
    • Embedded Inputs
    • Inputs from Databases
    • Inputs from Object Stores

SDKs & CLIs

  • SDK Overview
  • Python
    • client.models.deploy
    • client.models.edit_model_metadata
    • client.models.get_all
    • client.models.get_models
    • client.models.get
    • client.models.get_by_name
    • client.models.get_related
    • client.models.get_versions
    • client.models.get_version
    • client.models.get_version_input_sample
    • client.models.get_version_output_sample
    • client.models.get_model_processing_details
    • client.models.update_processing_engines
    • client.jobs.get_history
    • client.jobs.submit_text
    • client.jobs.submit_file
    • client.jobs.submit_embedded
    • client.jobs.submit_aws_s3
    • client.jobs.submit_azureblob
    • client.jobs.submit_storagegrid
    • client.jobs.submit_jdbc
    • client.jobs.get
    • client.jobs.cancel
    • client.results.get
    • client.jobs.block_until_complete
    • client.results.block_until_complete
    • converter.utils.upload_model_dir()
    • EdgeClient.jobs.submit_embedded
    • EdgeClient.jobs.submit_text
    • EdgeClient.jobs.submit_aws_s3
    • EdgeClient.jobs.get_job_details
    • EdgeClient.jobs.get_all_job_details
    • EdgeClient.jobs.block_until_complete
    • EdgeClient.jobs.get_results
    • EdgeClient.inferences.build_inference_request
    • EdgeClient.inferences.perform_inference
    • EdgeClient.inferences.run
    • EdgeClient.inferences.get_inference_details
    • EdgeClient.inferences.block_until_complete
    • EdgeClient.inferences.stream
  • JavaScript
    • modzyClient.getAllModels
    • modzyClient.getModels
    • modzyClient.getModel
    • modzyClient.getModelByName
    • modzyClient.getRelatedModels
    • modzyClient.getModelVersions
    • modzyClient.getModelVersion
    • modzyClient.getModelVersionInputSample
    • modzyClient.getModelVersionOutputSample
    • modzyClient.getJobHistory
    • modzyClient.submitJobText
    • modzyClient.submitJobEmbedded
    • modzyClient.submitJobFile
    • modzyClient.submitJobAWSS3
    • modzyClient.submitJobJDBC
    • modzyClient.getJob
    • modzyClient.cancelJob
    • modzyClient.getResult
    • modzyClient.blockUntilComplete
  • Java
    • modzyClient.getAllModels
    • modzyClient.getModels
    • modzyClient.getModel
    • modzyClient.getModelByName
    • modzyClient.getRelatedModels
    • modzyClient.getModelVersions
    • modzyClient.getModelVersion
    • modzyClient.getModelVersionInputSample
    • modzyClient.getModelVersionOutputSample
    • modzyClient.getJobClient().getJobHistory
    • modzyClient.getJobClient().submitJob
    • modzyClient.submitJobText
    • modzyClient.submitJobEmbedded
    • modzyClient.submitJobFile
    • modzyClient.submitJobAWSS3
    • modzyClient.submitJobJDBC
    • modzyClient.getJobClient().getJob
    • modzyClient.getJobClient().cancelJob
    • modzyClient.getJobClient().getResult
    • modzyClient.blockUntilComplete
  • Golang (Alpha)
    • Filtering, Paging, and Sorting
    • client.Models().ListModels()
  • Modzy Enterprise CLI
    • modzy alerts
    • modzy completion
    • modzy help
    • modzy jobs
    • modzy models
    • modzy projects
    • modzy status
    • modzy whoami
  • Modzy Core CLI
    • ./modzy-core completion
    • ./modzy-core direct
    • ./modzy-core server

Integrations

  • Data Sources
    • AWS S3
    • Azure Blob Storage
    • JDBC Database
    • NetApp StorageGRID
    • Snowflake
  • Training Tools
    • Amazon SageMaker
    • Azure ML
    • BigML
    • Dataiku
    • MLflow
  • DevOps Tools
    • Apache Airflow
    • Github Actions
    • Grafana k6
  • Business Apps
    • Alteryx
    • ArcGIS
    • Excel (Mac)
    • Excel (Windows)
    • PowerBI
    • QGIS
    • Qlik Dashboard
    • Salesforce
    • Tableau

Security

  • Platform Security
  • Model Security

Installation Guides

  • AWS
  • Azure
  • On-Premise
    • Install and Configure Keycloak for Modzy
    • Configure an Ubuntu GPU node
  • Air-gapped
    • Upgrade Procedures
  • Minimum Requirements
  • Upgrade Software
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SDK Overview

Suggest Edits

The Modzy team has developed several Software Developer Kits (SDKs), all of which make leveraging the Modzy API quick and easy. These SDKs ease the creation of applications by reducing the amount of work the user must perform to both submit inference jobs and extract results.

   



Python

Python Docs



JavaScript

JavaScript Docs



Go

Golang Docs



Java

Java Docs



CLI

CLI Docs



Edge CLI

Core CLI Docs (for Edge)

Updated 2 months ago