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

v0.2.0

0.2.0

• minor: Add content-based KNN for selecting prompt tune few shot examples
• minor: Add dynamic community report rating to the prompt tuning engine
• patch: Add Minute-based Rate Limiting and fix rpm, tpm settings
• patch: Add N parameter support
• patch: Add cli flag to overlay default values onto a provided config.
• patch: Add exception handling on file load
• patch: Add language support to prompt tuning
• patch: Add llm params to local and global search
• patch: Fix broken prompt tuning link on docs
• patch: Fix delta none on query calls
• patch: Fix docsite base url
• patch: Fix encoding model parameter on prompt tune
• patch: Fix for --limit exceeding the dataframe length
• patch: Fix for Ruff 0.5.2
• patch: Fixed an issue where base OpenAI embeddings can't work with Azure OpenAI LLM
• patch: Modify defaults for CHUNK_SIZE, CHUNK_OVERLAP and GLEANINGS to reduce time and LLM calls
• patch: fix community_report doesn't work in settings.yaml
• patch: fix llm response content is None in query
• patch: fix the organization parameter is ineffective during queries
• patch: remove duplicate file read
• patch: support non-open ai model config to prompt tune
• patch: use binary io processing for all file io operations

Full Changelog: v0.1.1...v0.2.0

v0.1.1

What's Changed

• Initial Release

Full Changelog: https://github.com/microsoft/graphrag/compare/v0.1.1