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Author	SHA1	Message	Date
dependabot[bot]	281b8e84b7	Bump JamesIves/github-pages-deploy-action from 4.6.4 to 4.8.0 ... Bumps [JamesIves/github-pages-deploy-action](https://github.com/jamesives/github-pages-deploy-action) from 4.6.4 to 4.8.0. - [Release notes](https://github.com/jamesives/github-pages-deploy-action/releases) - [Commits](https://github.com/jamesives/github-pages-deploy-action/compare/v4.6.4...v4.8.0) --- updated-dependencies: - dependency-name: JamesIves/github-pages-deploy-action dependency-version: 4.8.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2026-01-12 08:08:36 +00:00
Alonso Guevara	fdb7e3835b	Release v2.7.0 (#2087)	2025-10-08 21:33:34 -07:00
Nathan Evans	ac8a7f5eef	Housekeeping (#2086) ... * Add deprecation warnings for fnllm and multi-search * Fix dangling token_encoder refs * Fix local_search notebook * Fix global search dynamic notebook * Fix global search notebook * Fix drift notebook * Switch example notebooks to use LiteLLM config * Properly annotate dev deps as a group * Semver * Remove --extra dev * Remove llm_model variable * Ignore ruff ASYNC240 * Add note about expected broken notebook in docs * Fix custom vector store notebook * Push tokenizer throughout	2025-10-07 16:21:24 -07:00
Nathan Evans	6c86b0a7bb	Init config cleanup (#2084) ... * Spruce up init_config output, including LiteLLM default * Remove deployment_name requirement for Azure * Semver * Add model_provider * Add default model_provider * Remove OBE test * Update minimal config for tests * Add model_provider to verb tests	2025-10-06 12:06:41 -07:00
Nathan Evans	2bd3922d8d	Litellm auth fix (#2083) ... * Fix scope for Azure auth with LiteLLM * Change internal language on max_attempts to max_retries * Rework model config connectivity validation * Semver * Swtich smoke tests to LiteLLM * Take out temporary retry_strategy = none since it is not fnllm compatible * Bump smoke test timeout * Bump smoke timeout further * Tune smoke params * Update smoke test bounds * Remove covariates from min-csv smoke * Smoke: adjust communities, remove drift * Remove secrets where they aren't necessary * Clean out old env var references	2025-10-06 10:54:21 -07:00
Nathan Evans	7f996cf584	Docs/2.6.0 (#2070) ... * Add basic search to overview * Add info on input documents DataFrame * Add info on factories to docs * Add consumption warning and switch to "christmas" for folder name * Add logger to factories list * Add litellm docs. (#2058) * Fix version for input docs * Spelling --------- Co-authored-by: Derek Worthen <worthend.derek@gmail.com>	2025-09-23 14:48:28 -07:00
Alonso Guevara	9bc899fe95	Release v2.6.0 (#2068)	2025-09-22 16:16:54 -06:00
Derek Worthen	2b70e4a4f3	Tokenizer (#2051) ... * Add LiteLLM chat and embedding model providers. * Fix code review findings. * Add litellm. * Fix formatting. * Update dictionary. * Update litellm. * Fix embedding. * Remove manual use of tiktoken and replace with Tokenizer interface. Adds support for encoding and decoding the models supported by litellm. * Update litellm. * Configure litellm to drop unsupported params. * Cleanup semversioner release notes. * Add num_tokens util to Tokenizer interface. * Update litellm service factories. * Cleanup litellm chat/embedding model argument assignment. * Update chat and embedding type field for litellm use and future migration away from fnllm. * Flatten litellm service organization. * Update litellm. * Update litellm factory validation. * Flatten litellm rate limit service organization. * Update rate limiter - disable with None/null instead of 0. * Fix usage of get_tokenizer. * Update litellm service registrations. * Add jitter to exponential retry. * Update validation. * Update validation. * Add litellm request logging layer. * Update cache key. * Update defaults. --------- Co-authored-by: Alonso Guevara <alonsog@microsoft.com>	2025-09-22 13:55:14 -06:00
gaudyb	82cd3b7df2	Custom vector store schema implementation (#2062) ... * progress on vector customization * fix for lancedb vectors * cosmosdb implementation * uv run poe format * clean test for vector store * semversioner update * test_factory.py integration test fixes * fixes for cosmosdb test * integration test fix for lancedb * uv fix for format * test fixes * fixes for tests * fix cosmosdb bug * print statement * test * test * fix cosmosdb bug * test validation * validation cosmosdb * validate cosmosdb * fix cosmosdb * fix small feedback from PR --------- Co-authored-by: Gaudy Blanco <gaudy-microsoft@MacBook-Pro-m4-Gaudy-For-Work.local>	2025-09-19 10:11:34 -07:00
Nathan Evans	075cadd59a	Clarify managed auth setup in Azure documentation (#2064) ... Updated instructions for using managed auth on Azure.	2025-09-18 14:58:09 -07:00
Nathan Evans	6d7a50b7f0	Remove community reports rate limiter (#2056) ... * Remove hard-coded community reports rate limiter * Semver * Format * Add memory cache factory	2025-09-18 13:40:24 -07:00
Nathan Evans	2bf7e7c018	Fix multi-index search (#2063)	2025-09-18 12:49:56 -07:00
Nathan Evans	6c66b7c30f	Configure async for NLP extraction (#2059) ... * Make async mode configurable for NLP extraction * Semver	2025-09-16 11:52:18 -07:00
Chenghua Duan	a398cc38bb	Update command to use no-discover-entity-types (#2038) ... "no-entity-types" is an incorrect configuration parameter. Co-authored-by: Alonso Guevara <alonsog@microsoft.com>	2025-09-09 16:46:06 -06:00
Derek Worthen	ac95c917d3	Update fnllm. (#2043)	2025-09-05 08:52:05 -07:00
Nathan Evans	1cb20b66f5	Input docs API parameter (#2034) ... * Add optional input_documents to index API * Semver * Add input dataframe example notebook * Format * Fix docs and notebook	2025-09-02 16:15:50 -07:00
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
Nathan Evans	69ad36e735	Fix id baseline (#2036) ... * Fix all human_readable_id columns to start at 0 * Semver	2025-08-27 11:15:21 -07:00
Nathan Evans	30bdb35cc8	Selective embeddings loading (#2035) ... * Invert embedding table loading logic * Semver	2025-08-27 11:12:01 -07:00
Nathan Evans	77fb7d9d7d	Logging improvements (#2030) ... * Turn down blob/cosmos exception reporting to match file storage * Restore indexing-engine.log * Restore some basic console logging and progress for index CLI * Semver * Ignore small ruff complaints * Fix CLI console printing	2025-08-25 14:56:43 -07:00
Alonso Guevara	469ee8568f	Release v2.5.0 (#2028)	2025-08-14 08:06:52 -06:00
Copilot	7c28c70d5c	Switch from Poetry to uv for package management (#2008) ... * Initial plan * Switch from Poetry to uv for package management Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Clean up build artifacts and update gitignore Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * remove build artifacts * remove hardcoded version string * fix calls to pip in cicd * Update gh-pages.yml workflow to use uv instead of Poetry Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff formatting fixes * update cicd workflow with latest uv action * fix command to retrieve package version * update development instructions * remove Poetry references * Replace deprecated azuright action with npm-based Azurite installation Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * skip api version check for azurite * add semversioner file * update more changes from switching to UV * Migrate unified-search-app from Poetry to uv package management Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * minor typo update * minor Dockerfile update * update cicd thresholds * update pytest thresholds * ruff fixes * ruff fixes * remove legacy npm settings that no longer apply * Update Unified Search App Readme --------- 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: Alonso Guevara <alonsog@microsoft.com>	2025-08-13 18:57:25 -06:00
Alonso Guevara	5713205210	Feat/additional context (#2021) ... * Users/snehitgajjar/add optional api param for pipeline state (#2019) * Add support for additional context for PipelineState * Clean up * Clean up * Clean up * Nit --------- Co-authored-by: Snehit Gajjar <snehitgajjar@microsoft.com> * Semver * Update graphrag/api/index.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Remove additional_context from serialization --------- Co-authored-by: Snehit Gajjar <snehit.gajjar@gmail.com> Co-authored-by: Snehit Gajjar <snehitgajjar@microsoft.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>	2025-08-08 16:59:24 -06:00
Alonso Guevara	1da1380615	Release v2.4.0 (#1994) ... * Release v2.4.0 * Update changelog	2025-07-14 18:54:27 -06:00
Alonso Guevara	dce02563eb	Fix/fnllm embedding limiter defaults (#1993) ... * default embeddings tpm/rpm to null * Semver	2025-07-14 18:00:45 -06:00
Copilot	13bf315a35	Refactor StorageFactory class to use registration functionality (#1944) ... * Initial plan for issue * Refactored StorageFactory to use a registration-based approach Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Added semversioner change record Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix Python CI test failures and improve code quality Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff formatting fixes --------- 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>	2025-07-10 12:08:44 -06:00
Copilot	e84df28e64	Improve internal logging functionality by using Python's standard logging module (#1956) ... * Initial plan for issue * Implement standard logging module and integrate with existing loggers Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Add test cases and improve documentation for standard logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Apply ruff formatting and add semversioner file for logging improvements Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove custom logger classes and refactor to use standard logging only Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Apply ruff formatting to resolve CI/CD test failures Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Add semversioner file and fix linting issues Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff fixes * fix spelling error * Remove StandardProgressLogger and refactor to use standard logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove LoggerFactory and custom loggers, refactor to use standard logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix pyright error: use logger.info() instead of calling logger as function in cosmosdb_pipeline_storage.py Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff fixes * Remove deprecated logger files that were marked as deprecated placeholders Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Replace custom get_logger with standard Python logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix linting issues found by ruff check --fix Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * apply ruff check fixes * add word to dictionary * Fix type checker error in ModelManager.__new__ method Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Refactor multiple logging.getLogger() calls to use single logger per file Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove progress_logger parameter from build_index() and logger parameter from generate_indexing_prompts() Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove logger parameter from run_pipeline and standardize logger naming Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Replace logger parameter with log_level parameter in CLI commands Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix import ordering in notebook files to pass poetry poe check Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove --logger parameter from smoke test command Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix Windows CI/CD issue with log file cleanup in tests Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Add StreamHandler to root logger in __main__.py for CLI logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Only add StreamHandler if root logger doesn't have existing StreamHandler Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix import ordering in notebook files to pass ruff checks Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Replace logging.StreamHandler with colorlog.StreamHandler for colorized log output Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Regenerate poetry.lock file after adding colorlog dependency Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix import ordering in notebook files to pass ruff checks Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * move printing of dataframes to debug level * remove colorlog for now * Refactor workflow callbacks to inherit from logging.Handler Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix linting issues in workflow callback handlers Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix pyright type errors in blob and file workflow callbacks Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Refactor pipeline logging to use pure logging.Handler subclasses Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Rename workflow callback classes to workflow logger classes and move to logger directory Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * update dictionary * apply ruff fixes * fix function name * simplify logger code * update * Remove error, warning, and log methods from WorkflowCallbacks and replace with standard logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * ruff fixes * Fix pyright errors by removing WorkflowCallbacks from strategy type signatures Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove ConsoleWorkflowLogger and apply consistent formatter to all handlers Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * apply ruff fixes * Refactor pipeline_logger.py to use standard FileHandler and remove FileWorkflowLogger Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove conditional azure import checks from blob_workflow_logger.py Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Fix pyright type checking errors in mock_provider.py and utils.py Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Run ruff check --fix to fix import ordering in notebooks Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Merge configure_logging and create_pipeline_logger into init_loggers function Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * Remove configure_logging and create_pipeline_logger functions, replace all usage with init_loggers Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * apply ruff fixes * cleanup unused code * Update init_loggers to accept GraphRagConfig instead of ReportingConfig Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * apply ruff check fixes * Fix test failures by providing valid GraphRagConfig with required model configurations Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * apply ruff fixes * remove logging_workflow_callback * cleanup logging messages * Add logging to track progress of pandas DataFrame apply operation in create_base_text_units Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * cleanup logger logic throughout codebase * update * more cleanup of old loggers * small logger cleanup * final code cleanup and added loggers to query * add verbose logging to query * minor code cleanup * Fix broken unit tests for chunk_text and standard_logging Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * apply ruff fixes * Fix test_chunk_text by mocking progress_ticker function instead of ProgressTicker class Co-authored-by: jgbradley1 <654554+jgbradley1@users.noreply.github.com> * remove unnecessary logger * remove rich and fix type annotation * revert test formatting changes my by copilot * promote graphrag logs to root logger * add correct semversioner file * revert change to file * revert formatting changes that have no effect * fix changes after merge with main * revert unnecessary copilot changes * remove whitespace * cleanup docstring * simplify some logic with less code * update poetry lock file * ruff fixes --------- 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>	2025-07-09 18:29:03 -06:00
Nathan Evans	27c6de846f	Update docs for 2.0+ (#1984) ... * Update docs * Fix prompt links	2025-06-23 13:49:47 -07:00
Nathan Evans	1df89727c3	Pipeline registration (#1940) ... * Move covariate run conditional * All pipeline registration * Fix method name construction * Rename context storage -> output_storage * Rename OutputConfig as generic StorageConfig * Reuse Storage model under InputConfig * Move input storage creation out of document loading * Move document loading into workflows * Semver * Fix smoke test config for new workflows * Fix unit tests --------- Co-authored-by: Alonso Guevara <alonsog@microsoft.com>	2025-06-12 16:14:39 -07:00
Nathan Evans	17e431cf42	Update typer (#1958)	2025-06-02 14:20:21 -07:00
Alonso Guevara	4a42ac81af	Release v2.3.0 (#1951)	2025-05-23 15:19:29 -06:00
Alonso Guevara	f1e2041f07	Fix/drift search reduce (#1948) ... * Fix Reduce Response for non streaming calls * Semver	2025-05-23 08:07:09 -06:00
Alonso Guevara	7fba9522d4	Task/raw model answer (#1947) ... * Add full_response to llm provider output * Semver * Small leftover cleanup * Add pyi to suppress Pyright errors. full_content is optional * Format * Add missing stubs	2025-05-22 08:22:44 -06:00
Alonso Guevara	fb4fe72a73	Fix/global reduce prompt (#1942) ... * Add missing string formatter * Semver	2025-05-20 17:00:32 -06:00
Copilot	f5a472ab14	Upgrade pyarrow dependency to >=17.0.0 to fix CVE-2024-52338 (#1939)	2025-05-20 18:34:28 -04:00
Alonso Guevara	24018c6155	Task/remove dynamic retries (#1941) ... * Remove max retries. Update Typer args * Format * Semver * Fix typo * Ruff and Typos * Format	2025-05-20 11:48:27 -06:00
Nathan Evans	36948b8d2e	Various minor updates (#1932) ... * Add text unit ids to Community model * Add graph utilities * Turn off LCC for clustering by default * Simplify embeddings config/flow * Semver	2025-05-16 14:48:53 -07:00
Alonso Guevara	ee1b2db4a0	Update to latest fnllm (#1930) ... * Update to latest fnllm * Semver + smoke tests * Add --method to smoke tests indexing * format... * Adjust embeddings limiter	2025-05-15 14:57:01 -06:00
Alonso Guevara	56a865bff0	Release v2.2.1 (#1910)	2025-04-30 18:15:01 -06:00
Alonso Guevara	8fb95a6209	Fix/community report tuning (#1909) ... * Fix community report prompt tuning * Semver * Format ...	2025-04-30 17:44:31 -06:00
Andres Morales	8c81cc1563	Update Index as workflows (#1908) ... * Incremental index as workflow * Update function docs * fix state management * Remove update workflows when specifying workflows in the config * Fix ruff errors * Add semver * Remove callbacks param	2025-04-30 16:25:36 -06:00
Nathan Evans	832abf1e0c	Fix graph creation (#1905) ... * Add edge weight to all graph creation * Semver	2025-04-29 18:18:49 -07:00
Nathan Evans	25bbae8642	Docs: Add models page (#1842) ... * Add models page * Update config docs for new params * Spelling * Add comment on CoT with o-series * Add notes about managed identity * Update the viz guide * Spruce up the getting started wording * Capitalization * Add BYOG page * More BYOG edits * Update dictionary * Change example model name	2025-04-28 17:36:08 -07:00
Alonso Guevara	c8621477ed	Release/v2.2.0 (#1897) ... * Release v2.2.0 * Missing patch	2025-04-25 18:19:29 -06:00
Nathan Evans	fbf11f3a7b	Optional embeddings (#1890) ... * Make all tables optional for embeddings * Semver --------- Co-authored-by: Alonso Guevara <alonsog@microsoft.com>	2025-04-25 16:20:56 -07:00
Nathan Evans	56e0fad218	NLP graph parity (#1888) ... * Update stopwords config * Minor edits * Update PMI * Format * Perf improvements * Semver * Remove edge collection apply * Remove source/target apply * Add edge weight to graph snapshot * Revert breaking optimizations * Add perf fixes back in * Format/types * Update defaults * Fix source/target ordering * Fix test	2025-04-25 17:09:06 -06:00
Nathan Evans	25b605b6cd	Snapshot full graph (#1889) ... * Snapshot un-merged entities and relationships * Semver * Fix raw df modification	2025-04-25 14:14:48 -07:00
Nathan Evans	e2a448170a	Fix/minor query fixes (#1893) ... * fixed token count for drift search * basic search fixes * updated basic search prompt * fixed text splitting logic * Lint/format * Semver * Fix text splitting tests --------- Co-authored-by: ha2trinh <trinhha@microsoft.com>	2025-04-25 14:12:18 -07:00
Nathan Evans	ad4cdd685f	Support OpenAI reasoning models (#1841) ... * Update tiktoken * Add max_completion_tokens to model config * Update/remove outdated comments * Remove max_tokens from report generation * Remove max_tokens from entity summarization * Remove logit_bias from graph extraction * Remove logit_bias from claim extraction * Swap params if reasoning model * Add reasoning model support to basic search * Add reasoning model support for local and global search * Support reasoning models with dynamic community selection * Support reasoning models in DRIFT search * Remove unused num_threads entry * Semver * Update openai * Add reasoning_effort param	2025-04-22 14:15:26 -07:00
Dayenne Souza	74ad1d4a0c	Update .vsts-ci.yml (#1874)	2025-04-10 10:31:03 -06:00