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

v0.3.1

What's Changed

• patch: Add preflight check to check LLM connectivity.
• patch: Add streaming support for local/global search to query cli
• patch: Add support for both float and int on schema validation for community report generation
• patch: Avoid running index on gh-pages publishing
• patch: Implement Index API
• patch: Improves filtering for data dir inferring
• patch: Update to nltk 3.9.1

Full Changelog: v0.3.0...v0.3.1

v0.3.0

What's Changed

• minor: Implement auto templating API.
• minor: Implement query engine API.
• patch: Fix file dumps using json for non ASCII chars
• patch: Stabilize smoke tests for query context building
• patch: fix query embedding
• patch: fix sort_context & max_tokens params in verb

Full Changelog: v0.2.2...v0.3.0

v0.2.2

0.2.2

• patch: Add a check if there is no community record added in local search context
• patch: Add sepparate workflow for Python Tests
• patch: Docs updates
• patch: Various dependency updates

Full Changelog: v0.2.1...v0.2.2

v0.2.1

Download from pypi

What's Changed

• patch: Added default columns for vector store at create_pipeline_config. No change for other cases.
• patch: Change json parsing error in the map step of global search to warning
• patch: Fix Local Search breaking when loading Embeddings input. Defaulting overwrite to True as in the rest of the vector store config
• patch: Fix json parsing when LLM returns faulty responses
• patch: Fix missing community reports and refactor community context builder
• patch: Fixed a bug that erased the vector database, added a new parameter to specify the config file path, and updated the documentation accordingly.
• patch: Try parsing json before even repairing
• patch: Update Prompt Tuning meta prompts with finer examples
• patch: Update default entity extraction and gleaning prompts to reduce hallucinations
• patch: add encoding-model to entity/claim extraction config
• patch: add encoding-model to text chunking config
• patch: add user prompt to history-tracking llm
• patch: update config reader to allow for zero gleans
• patch: update config-reader to allow for empty chunk-by arrays
• patch: update history-tracking LLm to use 'assistant' instead of 'system' in output history.
• patch: use history argument in hash key computation; add history input to cache data

Full Changelog: v0.2.0...v0.2.1