Use it like:

version_control.py
from incribo import VersionControlWrapper

# Create a new version control wrapper
vc = VersionControlWrapper([1.0, 2.0, 3.0])

# Check initial state
print(f"Initial vector: {vc.get_current_vector()}")
print(f"Initial version: {vc.get_current_version()}")

# Commit a new version
new_version = vc.commit([4.0, 5.0, 6.0])
print(f"New version after commit: {new_version}")
print(f"Current vector: {vc.get_current_vector()}")

# Commit another version
vc.commit([7.0, 8.0, 9.0])

# Check the number of versions
print(f"Total versions: {vc.get_version_count()}")

# Rollback to the first version
vc.rollback(0) #add the version number you wish to rollback to
print(f"Vector after rollback: {vc.get_current_vector()}")
print(f"Current version after rollback: {vc.get_current_version()}")

# Try to rollback to a non-existent version
try:
    vc.rollback(10)
except ValueError as e:
    print(f"Error rolling back: {e}")

VersionControlWrapper maintains an internal list of all committed versions, allowing for efficient storage and retrieval of any version. The rollback functionality allows you to easily switch between different versions of the embedding.

tl;dr of VersionControlWrapper:

  • Tracking the evolution of an embedding vector over time,
  • Allowing experimentation with different versions of an embedding,
  • Implementing an undo/redo functionality for embedding modifications.

Note that the rollback() method returns a PyResult, which means it can potentially raise an exception if you try to rollback to a non-existent version.

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