* Improve text splitter to avoid cutting words in chunks

* "extras" must be resolved

* Add a test case

* Ruff

* Move test to e2e tests

* mypy + comments

* Fix test

* Update README

* Add warning

* Change embedding model

* And now we can use the same pattern, since scores are the sames, like they are supposed to be

* Also changing the image in the GitHub actions otherwise it doesn't work

* Refactors Neo4j version checking code into a set of utility functions

* Adds the copyright header to new files

* Updated base retriever

* Fixed hybrid retriever unit tests

* Updated Text2Cypher unit tests

* Updated vector retriever tests

* Added the ability to return the edition of the db in get_version

* Updated kg writer

* WIP: notifier

* Add callback protocol

* Call notifier + add example

* ruff

* ruff

* import annotation to make Protocol | None work

* mypy

* Add unit test

* Move types to types.py

* Doc and changelog

* ruff & co

* ruff

* Add py.typed

* Updates CHANGELOG

…to run the examples (#258)

* Fix missing inclusion of neo4j_schema in custom prompt generation

* Add documentation for schema and examples in prompt_params

* Update Cypher retrieval queries to handle cases where the matched node has no relationship

* Use camelCase for variable names

* Ruff

* Fix the fix

* Handle cases where the LLM produces a valid JSON array

* Ruff

* Remove the uuid dependency (not needed since it's in the std lib)

* Update lock file

* Update CHANGELOG

* Fix Anthropic response parsing

* Update CHANGELOG.md

* Added format_schema function

* Added get_enhanced_schema function

* Adds docstrings

* More docstrings

* Updated docs

* Updated query_database

* Updated query_database

* Added enhanced schema unit tests

* Various test fixes

* Updated CHANGELOG

* Refactored format_schema

* Updated api.rst

* Updated api.rst

* Refactored get_enhanced_schema_cypher

* Refactored enhance_schema

* Bug fix

* Fixed flaky tests

* Makes helper functions private

* Update src/neo4j_graphrag/schema.py

Co-authored-by: Estelle Scifo <[email protected]>

* Formatting

* Removed implicit query fallback execution from query_database

* Updated variables in NODE_PROPERTIES_QUERY and REL_PROPERTIES_QUERY

---------

Co-authored-by: Estelle Scifo <[email protected]>