Graphrag

- patch: Add Parent id to communities data model
- patch: Add migration notebook.
- patch: Create separate community workflow, collapse subflows.
- patch: Dependency Updates
- patch: cleanup and refactor factory classes.

- minor: Refactor graph creation.
- patch: Dependency updates
- patch: Fix Global Search with dynamic Community selection bug
- patch: Fix question gen.
- patch: Optimize Final Community Reports calculation and stabilize cache
- patch: miscellaneous code cleanup and minor changes for better alignment of style across the codebase.
- patch: replace llm package with fnllm
- patch: replaced md5 hash with sha256
- patch: replaced md5 hash with sha512
- patch: update API and add a demonstration notebook

- minor: Data model changes.
- patch: Add Parquet as part of the default emitters when not pressent
- patch: Centralized prompts and export all for easier injection.
- patch: Cleanup of artifact outputs/schemas.
- patch: Config and docs updates.
- patch: Implement dynamic community selection to global search
- patch: fix autocompletion of existing files/directory paths.
- patch: move import statements out of init files

- patch: Add update cli entrypoint for incremental indexing
- patch: Allow some CI/CD jobs to skip PRs dedicated to doc updates only.
- patch: Fix a file paths issue in the viz guide.
- patch: Fix optional covariates update in incremental indexing
- patch: Raise error on empty deltas for inc indexing
- patch: add visualization guide to doc site
- patch: fix streaming output error

- minor: Add Incremental Indexing
- minor: Added DRIFT graph reasoning query module
- minor: embeddings moved to a different workflow
- patch: Add DRIFT search cli and example notebook
- patch: Add config for incremental updates
- patch: Add embeddings to subflow.
- patch: Add naive community merge using time period
- patch: Add relationship merge
- patch: Add runtime-only storage option.
- patch: Add text units update
- patch: Allow empty workflow returns to avoid disk writing.
- patch: Apply pandas optimizations to create final entities
- patch: Calculate new inputs and deleted inputs on update
- patch: Collapse covariates flow.
- patch: Collapse create-base-entity-graph.
- patch: Collapse create-final-community-reports.
- patch: Collapse create-final-documents.
- patch: Collapse create-final-entities.
- patch: Collapse create-final-nodes.
- patch: Collapse create_base_documents.
- patch: Collapse create_base_text_units.
- patch: Collapse create_final_relationships.
- patch: Collapse entity extraction.
- patch: Collapse entity summarize.
- patch: Collapse intermediate workflow outputs.
- patch: Dependency updates
- patch: Extract DataShaper-less flows.
- patch: Fix Community ID loading for DRIFT search over existing indexes
- patch: Fix embeddings faulty assignments
- patch: Fix init defaults for vector store and drift img in docs
- patch: Fix nested json parsing
- patch: Fix some edge cases on Drift Search over small input sets
- patch: Fix var name for embedding
- patch: Merge existing and new entities, updating values accordingly
- patch: Merge text_embed into create-final-relationships subflow.
- patch: Move embedding verbs to operations.
- patch: Moving verbs around.
- patch: Optimize Create Base Documents subflow
- patch: Optimize text unit relationship count
- patch: Perf optimizations in map_query_to_entities()
- patch: Remove aggregate_df from final coomunities and final text units
- patch: Remove duplicated relationships and nodes
- patch: Remove unused column from final entities
- patch: Reorganized api,reporter,callback code into separate components. Defined debug profiles.
- patch: Small cleanup in community context history building
- patch: Transient entity graph and snapshotting.
- patch: Update Incremental Indexing to new embeddings workflow
- patch: Use mkdocs for documentation
- patch: add backwards compatibility patch to vector store.
- patch: add-autogenerated-cli-docs
- patch: fix docs image path
- patch: refactor use of vector stores and update support for managed identity
- patch: remove redundant error-handling code from global-search
- patch: reorganize cli layer

- patch: Collapse create_final_relationships.
- patch: Dependency update and cleanup