The ibm-watsonx-ai library

The ibm-watsonx-ai Python library allows you to work with IBM watsonx.ai services. You can train, store, and deploy your models, score them using APIs, and finally integrate them with your application development.

For supported product offerings refer to Product Offerings section.

• Installation
  • Product Offerings
• Setup
  • IBM watsonx.ai for IBM Cloud
    • Requirements
    • Supported machine learning frameworks
    • Authentication
    • MCSP AWS environment
    • Firewall settings
  • IBM watsonx.ai software
    • Requirements
    • Supported machine learning frameworks
    • Authentication
    • watsonx.ai lightweight engines
  • Configuring the HTTP Client
    • What is HTTPX?
    • Default HTTP Client Configuration
    • Customizing the HTTP Client
• Best Practices
  • Overview
  • Best Practices
    • Keep Your SDK Up to Date
    • Authentication Setup
    • Discover Available Models
    • Efficient Model Inference
    • Install RAG Dependencies
    • Respect Rate Limits and Quotas
    • Leverage Documentation Resources
    • Enable Logging for Debugging
    • Handle API Exceptions Properly
    • Configure HTTP Client for Better Performance
    • Use Asynchronous Methods
    • Switch Between Projects and Spaces
    • Configure SSL Verification Properly
    • Use Modern Naming Conventions
    • Thread-Safe Client Usage
    • Customize HTTPX Logging with Event Hooks
    • Access Authentication Tokens Securely
• API
  • Prerequisites
  • Modules
    • Base
    • Core
    • Data Connections
    • AutoAI
    • Foundation Models
    • Model Gateway (BETA)
    • Saving external models
• Examples
  • Where to Find Them
  • Python SDK Notebooks
• Migration from ibm_watson_machine_learning
  • Migration Steps to New Packages
• V1 Migration Guide
  • What’s new?
    • Refactor and Cleanup
    • New authorization
    • Easier project and space setup
    • Foundation model functions moved under APIClient
    • Breaking changes
    • Deprecations
• Changelog
  • 1.5.14
  • 1.5.13
  • 1.5.11
  • 1.5.10
  • 1.5.9
  • 1.5.6
  • 1.5.5
  • 1.5.4
  • 1.5.2
  • 1.5.1
  • 1.5.0
  • 1.4.11
  • 1.4.10
  • 1.4.9
  • 1.4.7
  • 1.4.6
  • 1.4.5
  • 1.4.4
  • 1.4.3
  • 1.4.2
  • 1.4.1
  • 1.4.0
  • 1.3.40
  • 1.3.39
  • 1.3.38
  • 1.3.37
  • 1.3.36
  • 1.3.35
  • 1.3.34
  • 1.3.33
  • 1.3.32
  • 1.3.31
  • 1.3.30
  • 1.3.29
  • 1.3.28
  • 1.3.27
  • 1.3.26
  • 1.3.25
  • 1.3.24
  • 1.3.23
  • 1.3.22
  • 1.3.21
  • 1.3.20
  • 1.3.19
  • 1.3.18
  • 1.3.17
  • 1.3.16
  • 1.3.15
  • 1.3.14
  • 1.3.13
  • 1.3.12
  • 1.3.11
  • 1.3.8
  • 1.3.6
  • 1.3.5
  • 1.3.3
  • 1.3.2
  • 1.3.1
  • 1.3.0
  • 1.2.10
  • 1.2.9
  • 1.2.8
  • 1.2.7
  • 1.2.6
  • 1.2.5
  • 1.2.4
  • 1.2.2
  • 1.2.1
  • 1.1.26
  • 1.1.25
  • 1.1.24
  • 1.1.23
  • 1.1.22
  • 1.1.17
  • 1.1.16
  • 1.1.15
  • 1.1.14
  • 1.1.13
  • 1.1.12
  • 1.1.11
  • 1.1.10
  • 1.1.9
  • 1.1.8
  • 1.1.7
  • 1.1.6
  • 1.1.5
  • 1.1.4
  • 1.1.3
  • 1.1.2
  • 1.1.1
  • 1.1.0
  • 1.0.10
  • 1.0.9
  • 1.0.8
  • 1.0.6
  • 1.0.5
  • 1.0.4
  • 1.0.3
  • 1.0.2
  • 1.0.1
  • 1.0.0

Indices and tables

• Index

• Module Index

• Search Page