v1.0.1

What's Changed

• patch: Fix encoding model config parsing
• patch: Fix exception on error callbacks
• patch: Manage llm instances inside a cached singleton. Check for empty dataframes after entity/relationship extraction
• patch: Respect encoding_model option

Full Changelog: v1.0.0...v1.0.1

v1.0.0

What's Changed

• 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.

Full Changelog: v0.9.0...v1.0.0

v0.9.0

What's Changed

0.9.0

• 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 sha512
• patch: update API and add a demonstration notebook

Release Notes

Please be aware that since this release previous cache entries will no longer be valid.
Runing a new index will generate the new cache entries for future runs.

New Contributors

• @nauyiahc made their first contribution in #1446
• @intelligencecompany made their first contribution in #1457
• @volksen made their first contribution in #1468

Full Changelog: v0.5.0...v0.9.0

v0.5.0

What's Changed

• 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

Notes:

It is highly encouraged to run a new index (using already existing cache files) with this new version to use the newest features without major issues.

Full Changelog: v0.4.1...v0.5.0

v0.4.1

What's Changed

• 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

Full Changelog: v0.4.0...v0.4.1

v0.4.0

What's Changed

• minor: Add Incremental Indexing
• minor: Added DRIFT graph reasoning query module
• minor: embeddings moved to a different workflow
• minor: 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

Full Changelog: v0.3.6...v0.4.0

v0.3.6

What's Changed

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

Full Changelog: v0.3.5...v0.3.6

v0.3.5

What's Changed

• patch: Add compound verbs with tests infra.
• patch: Collapse create_final_communities.
• patch: Collapse create_final_text_units.
• patch: Covariate verb collapse.
• patch: Fix duplicates in community context builder
• patch: Fix prompt tune output path
• patch: Fix seed hardcoded init
• patch: Fix seeded random gen on clustering
• patch: Improve logging.
• patch: Set default values for cli parameters.
• patch: Use static output directories.

Full Changelog: v0.3.3...v0.3.5

v0.3.3

What's Changed

• patch: Add entrypoints for incremental indexing
• patch: Clean up and organize run index code
• patch: Consistent config loading. Resolves #99 and Resolves #1049
• patch: Fix circular dependency when running prompt tune api directly
• patch: Fix default settings for embedding
• patch: Fix img for auto tune
• patch: Fix img width
• patch: Fixed a bug in prompt tuning process
• patch: Refactor text unit build at local search
• patch: Update Prompt Tuning docs
• patch: Update create_pipeline_config.py
• patch: Update prompt tune command in docs
• patch: add querying from azure blob storage
• patch: fix setting base_dir to full paths when not using file system.
• patch: fix strategy config in entity_extraction

Full Changelog: v0.3.2...v0.3.3

v0.3.2

What's Changed

• patch: Add context data to query API responses.
• patch: Add missing config parameter documentation for prompt tuning
• patch: Ensure entity types to be str when running prompt tuning
• patch: Fix weight casting during graph extraction
• patch: Patch "past" dependency issues
• patch: Update developer guide.
• patch: Update query type hints.
• patch: change LanceDB folder placement

Full Changelog: v0.3.1...v0.3.2