dataknobs 0.0.16

Useful implementations of data structures and design patterns for AI knowledge bases. (Legacy package - please use modular packages instead)

dataknobs (Legacy Package)

⚠️ DEPRECATED: This package is maintained for backward compatibility only. Please use the modular packages instead.

Migration Notice

The dataknobs package has been split into modular packages for better maintainability and flexibility:

• dataknobs-structures: Data structures for AI knowledge bases
• dataknobs-utils: Utility functions
• dataknobs-xization: Text normalization and tokenization
• dataknobs-common: Shared base functionality

Installation

For backward compatibility:

pip install dataknobs

For new projects, install only what you need:

# Install specific packages
pip install dataknobs-structures
pip install dataknobs-utils
pip install dataknobs-xization

# Or install all
pip install dataknobs-structures dataknobs-utils dataknobs-xization

Migration Guide

Update Imports

The legacy package maintains the same import structure, but shows deprecation warnings. To migrate:

# Old (deprecated)
from dataknobs.structures.tree import Tree
from dataknobs.utils.json_utils import get_value

# New (recommended)
from dataknobs_structures.tree import Tree
from dataknobs_utils.json_utils import get_value

Package Mapping

• dataknobs.structures.* → dataknobs_structures.*
• dataknobs.utils.* → dataknobs_utils.*
• dataknobs.xization.* → dataknobs_xization.*

Deprecation Timeline

• Current: Deprecation warnings are shown when using this package
• Future v2.0.0: This legacy package will be removed

Please migrate to the modular packages as soon as possible.

License

See LICENSE file in the root repository.