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1bbce33f42
* added multi-global-query function header * ported over code for merging dataframes * added connection to global streaming api function * added function header for update context helper * implemented and incorperated update_context function * Updated to make sure 'parent' column in final_communities gets incremented for multi index. * first cut at multi_local_seach function * several minor changes and fixes * Updated multi index local search. * Cleaned up code. * fixed lambda function ruff errors * fixed more ruff errors * moved query api helpers to util file * moved index api helpers to util file * merged in code left out of conflict * changed GraphRagConfig object to support lists of vector stores * Updated with fixes for multi_local_search. * Minor updates. * Minor updates. * Updates for ruff check. * Minor updates. * removed redundant vector_store_configs arg * ruff formatting changes * semversioner * Minor fix. * spellcheck fixes * ruff * test fix for cicd errors * another test fix * added explicit typing for ci tests * added dict type check for vector_store during indexing * more ruff fixes * moved type check * Removed streaming. Added multi drift and basic searches. * Formatting changes. * Updates for pyright. * Update for ruff. * Ruff formatted. * first cut at fixing vector store typing errors * got multi local search working with new config * ruff and test fixes * added fix for embeddings type error * renamed multi index api functions * ruff * convert config model to dict[VectorStoreConfig] * modified tests to support new vector_store model * ruff fixes * changed some test setups to match new model * changed ci/cd settings files to match new structure * Fix stderror check * fixed bug in vector_store_config validation * ruff * add database_name field to vectorstoreconfig * removed print statements * small refactoring for PR comments * modified default config in test * modified vector store config unit test --------- Co-authored-by: dorbaker <dorbaker@microsoft.com> Co-authored-by: Alonso Guevara <alonsog@microsoft.com>