4 Commits

Author	SHA1	Message	Date
Gaudy Blanco	a810c1ca32	test_factory.py integration test fixes	2025-09-18 13:46:35 -06:00
Gaudy Blanco	7fee82dbab	clean test for vector store	2025-09-18 13:24:19 -06:00
Copilot	2030f94eb4	Refactor CacheFactory, StorageFactory, and VectorStoreFactory to use consistent registration patterns and add custom vector store documentation (#2006) ... * Initial plan * Refactor VectorStoreFactory to use registration functionality like StorageFactory Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix linting issues in VectorStoreFactory refactoring Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove backward compatibility support from VectorStoreFactory and StorageFactory Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Run ruff check --fix and ruff format, add semversioner file Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff formatting fixes * Fix pytest errors in storage factory tests by updating PipelineStorage interface implementation Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff formatting fixes * update storage factory design * Refactor CacheFactory to use registration functionality like StorageFactory Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * revert copilot changes * fix copilot changes * update comments * Fix failing pytest compatibility for factory tests Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * update class instantiation issue * ruff fixes * fix pytest * add default value * ruff formatting changes * ruff fixes * revert minor changes * cleanup cache factory * Update CacheFactory tests to match consistent factory pattern Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * update pytest thresholds * adjust threshold levels * Add custom vector store implementation notebook Create comprehensive notebook demonstrating how to implement and register custom vector stores with GraphRAG as a plug-and-play framework. Includes: - Complete implementation of SimpleInMemoryVectorStore - Registration with VectorStoreFactory - Testing and validation examples - Configuration examples for GraphRAG settings - Advanced features and best practices - Production considerations checklist The notebook provides a complete walkthrough for developers to understand and implement their own vector store backends. Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * remove sample notebook for now * update tests * fix cache pytests * add pandas-stub to dev dependencies * disable warning check for well known key * skip tests when running on ubuntu * add documentation for custom vector store implementations * ignore ruff findings in notebooks * fix merge breakages * speedup CLI import statements * remove unnecessary import statements in init file * Add str type option on storage/cache type * Fix store name * Add LoggerFactory * Fix up logging setup across CLI/API * Add LoggerFactory test * Fix err message * Semver * Remove enums from factory methods --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> Co-authored-by: Josh Bradley <joshbradley@microsoft.com> Co-authored-by: Nathan Evans <github@talkswithnumbers.com>	2025-08-28 13:53:07 -07:00
KennyZhang1	61769dd47e	Vector Store Integration Tests (#1856) ... * Add vector store id reference to embeddings config. * generated initial vector store pytests * cleaned up cosmosdb vector store test * fixed class name typo and debugged cosmosdb vector store test * reset emulator connection string * remove unneccessary comments * removed extra comments from azure ai search test * ruff * semversioner * fix cicd issues * bypass diskANN policy for test env * handle floating point inprecisions --------- Co-authored-by: Derek Worthen <worthend.derek@gmail.com>	2025-04-01 11:05:04 -04:00