Release v3.0.1

What's Changed

• patch: Fix missing dependency.

Full Changelog: https://github.com/microsoft/graphrag/compare/v3.0.0..v3.0.1

Release v3.0.0

What's Changed

• major: Monorepo restructure

  New Packages:

  • graphrag-cache
  • graphrag-chunking
  • graphrag-common
  • graphrag-input
  • graphrag-llm
  • graphrag-storage
  • graphrag-vectors

  Changes:

  • New config: run graphrag init --force to reinitialize config with new layout and options.

Full Changelog: v2.7.1...v3.0.0

Release v2.7.1

What's Changed

• patch: Pin pandas==2.3.3.

Full Changelog: v2.7.0...v2.7.1

v2.7.0

What's Changed

• minor: Set LiteLLM as default in init_content.
• patch: Fix Azure auth scope issue with LiteLLM.
• patch: Housekeeping before 3.0

Full Changelog: v2.6.0...v2.7.0

v2.6.0

What's Changed

• minor: Add LiteLLM chat and embedding model providers.
• minor: Add LoggerFactory and clean up related API.
• minor: Add config for NLP async mode.
• minor: Add optional input documents to indexing API.
• minor: add customization to vector store
• patch: Add gpt-5 support by updating fnllm dependency.
• patch: Fix all human_readable_id fields to be 0-based.
• patch: Fix multi-index search.
• patch: Improve upon recent logging refactor
• patch: Make cache, storage, and vector_store factories consistent with similar registration support
• patch: Remove hard-coded community rate limiter.
• patch: generate_text_embeddings only loads tables if embedding field is specified.

New Contributors

• @Wonderdch made their first contribution in #2038

Full Changelog: v.2.5.0...v2.6.0

v.2.5.0

What's Changed

• minor: Add additional context variable to build index signature for custom parameter bag
• minor: swap package management from Poetry -> UV

Full Changelog: v.2.4.0...v.2.5.0

v.2.4.0

What's Changed

• minor: Allow injection of custom pipelines.
• minor: Refactored StorageFactory to use a registration-based approach
• patch: Fix default values for tpm and rpm limiters on embeddings
• patch: Update typer.
• patch: cleaned up logging to follow python standards.

Full Changelog: v2.3.0...v.2.4.0

v2.3.0

What's Changed

• minor: Remove Dynamic Max Retries support. Refactor typer typing in cli interface
• minor: Update fnllm to latest. Update default graphrag configuration
• patch: A few fixes and enhancements for better reuse and flow.
• patch: Add full llm response to LLM PRovider output
• patch: Fix Drift Reduce Response for non streaming calls
• patch: Fix global search prompt to include missing formatting key
• patch: Upgrade pyarrow dependency to >=17.0.0 to fix CVE-2024-52338

Full Changelog: v2.2.1...v2.3.0

v2.2.1

What's Changed

• patch: Fix Community Report prompt tuning response
• patch: Fix graph creation missing edge weights.
• patch: Update as workflows

Full Changelog: v2.2.0...v2.2.1

v2.2.0

What's Changed

• minor: Support OpenAI reasoning models.
• patch: Add option to snapshot raw extracted graph tables.
• patch: Added batching logic to the prompt tuning autoselection embeddings workflow
• patch: Align config classes and docs better.
• patch: Align embeddings table loading with configured fields.
• patch: Brings parity with our latest NLP extraction approaches.
• patch: Fix fnllm to 0.2.3
• patch: Fixes to basic search.
• patch: Update llm args for consistency.
• patch: add vector store integration tests

Full Changelog: v2.1.0...v2.2.0