GraphRAG

This release sets LiteLLM as the default for content initialization and resolves an Azure authentication scope issue when LiteLLM is used.

This release introduces support for LiteLLM providers, adds new configuration options for NLP and vector stores, and includes several bug fixes, notably correcting 0-based indexing for human_readable_id fields.

This release introduces an enhancement to the build index signature by adding an additional context variable and migrates the internal package management from Poetry to UV.

This release introduces the ability to inject custom pipelines and refactors the StorageFactory using a registration-based approach, alongside several minor fixes and cleanup.

Version 2.3.0 removes Dynamic Max Retries support, updates dependencies including pyarrow, and introduces fixes for LLM responses and search prompts.

This patch release addresses minor issues, including fixes for prompt tuning responses and missing edge weights in graph creation, alongside workflow updates.

This release introduces support for OpenAI reasoning models and adds an option to snapshot raw extracted graph tables, alongside various minor fixes and alignment updates.

This minor release introduces support for JSON input files and updates the prompt tuning client with new metadata injection capabilities and output file naming conventions.

Version 2.0.0 introduces major architectural changes, including reworking the API to accept callbacks, reorganizing workflows, and refactoring configuration management into type-safe dataclasses. This release also adds features like LLM provider registration and multi-index querying support.

This release introduces new features like the Drift Reduce endpoint and CosmosDB vector store, alongside several patch fixes and improvements.