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

v2.1.0

What's Changed

• minor: Add support for JSON input files.
• minor: Updated the prompt tunning client to support csv-metadata injection and updated output file types to match the new naming convention.
• patch: Add check for custom model types while config loading
• patch: Adds general-purpose pipeline run state object.

Full Changelog: v2.0.0...v2.1.0

v2.0.0

What's Changed

• major: Add children to communities to avoid re-compute.
• major: Reorganize and rename workflows and their outputs.
• major: Rework API to accept callbacks.
• minor: Add LLM Manager and Factory, to support provider registration
• minor: Add NLP graph extraction.
• minor: Add pipeline_start and pipeline_end callbacks.
• minor: Move embeddings snapshots to the workflow runner.
• minor: Remove config inheritance, hydration, and automatic env var overlays.
• minor: Rework the update output storage structure.
• patch: Add caching to NLP extractor.
• patch: Add vector store id reference to embeddings config.
• patch: Export NLP community reports prompt.
• patch: Fix DRIFT search on Azure AI Search.
• patch: Fix StopAsyncIteration catch.
• patch: Fix missing embeddings workflow in FastGraphRAG.
• patch: Fix proper use of n_depth for drift search
• patch: Fix report generation recursion.
• patch: Fix summarization over large datasets for inc indexing. Fix relationship summarization
• patch: Optimize data iteration by removing some iterrows from code
• patch: Patch json mode for community reports
• patch: Properly increment text unit IDs during updates.
• patch: Refactor config defaults from constants to type-safe, hierarchical dataclass.
• patch: Require explicit azure auth settings when using AOI.
• patch: Separates graph pruning for differential usage.
• patch: Tuck flow functions under their workflow modules.
• patch: Update fnllm. Remove unused libs.
• patch: Use ModelProvider for query module
• patch: Use shared schema for final outputs.
• patch: add dynamic retry logic.
• patch: add option to prepend metadata into chunks
• patch: cleanup query code duplication.
• patch: implemented multi-index querying for api layer
• patch: multi index query cli support
• patch: remove unused columns and change property document_attribute_columns to metadata
• patch: update multi-index query to support new workflows

Full Changelog: v1.2.0...v2.0.0

v1.2.0

What's Changed

• minor: Add Drift Reduce response and streaming endpoint
• minor: add cosmosdb vector store
• patch: Fix example notebooks
• patch: Set default rate limits.
• patch: unit tests for text_splitting

Full Changelog: v1.1.2...v1.2.0

v1.1.2

What's Changed

• patch: Basic Rag minor fix

Full Changelog: v1.1.1...v1.1.2

v1.1.1

What's Changed

• patch: Fix a bug on creating community hierarchy for dynamic search
• patch: Increase LOCAL_SEARCH_COMMUNITY_PROP to 15%

Full Changelog: v1.1.0...v1.1.1

v1.1.0

What's Changed

• minor: Make gleanings independent of encoding
• minor: Remove DataShaper (first steps).
• minor: Remove old pipeline runner.
• minor: new search implemented as a new option for the api
• patch: Fix gleanings loop check
• patch: Implement cosmosdb storage option for cache and output
• patch: Move extractor code to co-locate with operations.
• patch: Remove config input models.
• patch: Ruff update
• patch: Simplify and streamline internal config.
• patch: Simplify callbacks model.
• patch: Streamline flows.
• patch: fix instantiation of storage classes.

New Contributors

• @ex0ns made their first contribution in #1529
• @joeyhacker made their first contribution in #1507
• @theobgbd made their first contribution in #1508

Full Changelog: v1.0.1...v1.1.0

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