bugfix: poetry lock version updates

📝 (init.py): update version from 0.4.1 to 0.4.3 to reflect the latest…

… changes and improvements

📝 (pyproject.toml): update version from 0.4.1 to 0.4.3 to match the updated version in init.py
📝 (pyproject.toml): update python dependency to be compatible with versions below 4.0 and at least 3.10
♻️ (pyproject.toml): remove twine dependency as it is no longer needed
♻️ (pyproject.toml): remove gcloud dependency as it is no longer needed

Version Bump

Full Changelog: v0.4.0...v0.4.2

Version Bump - relaxed python version requirements

Full Changelog: v0.4.0...v0.4.1

Version Bump

What's Changed

• V2 by @closedLoop in #3

Full Changelog: v0.3.3...v0.4.0

Version Bump

Full Changelog: v0.3.2...v0.3.3

Version Bump

Full Changelog: v0.3.1...v0.3.2

API Cost and Latency added

Custom tracking of apis

spacy_usage = Usage(model='spacy')
spacy_usage.start()
ents_spacy = await extract_entities_spacy....
spacy_usage.end()
print(spacy_usage)

Can compare api costs and durations across multiple models

Brainstorming Data

Enables the generation of structured data. We can brainstorm thousands of samples of arbitrary datatypes.

The way to display the results has improved with a cleaner wrapper of the spacy.displacy functionality

Nested Structured Data Extraction

Added the ability for nested data structures to be extracted from text and returned in Pydantic DataModels

Structured Data Extraction

Implemented a clean way to extract typed objects (via Pydantic) from text.

data = extract_data(text=msg, output_type=list[UserIntent])