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Recent Releases of https://github.com/awslabs/graphrag-toolkit

https://github.com/awslabs/graphrag-toolkit - v3.12.0

Full entity network transcription support for traversal-based retriever (documentation to come). Added graph-notebook visualisation support for query results, entity contexts and entity-relations schema.

What's Changed

  • Fix typo in neo4j docs by @NivAm12 in https://github.com/awslabs/graphrag-toolkit/pull/66

New Contributors

  • @NivAm12 made their first contribution in https://github.com/awslabs/graphrag-toolkit/pull/66

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.11.2...v3.12.0

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Published by iansrobinson 9 months ago

https://github.com/awslabs/graphrag-toolkit - v3.11.2

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.11.1...v3.11.2

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.11.1

Adds reader providers and config. Adds query tree for chained queries – used to batch insert large numbers of relationships

What's Changed

  • Prompts fixed by @evanerwee in https://github.com/awslabs/graphrag-toolkit/pull/65

New Contributors

  • @evanerwee made their first contribution in https://github.com/awslabs/graphrag-toolkit/pull/65

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.11.0...v3.11.1

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.11.0

Adds Neo4j graph store, and performance enhancements for traversal-based retriever.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.8...v3.11.0

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.8

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.7...v3.10.8

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.8-rc2

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.7

Remove lots of label checks in queries to improve performance

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.6...v3.10.7

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.6

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.5...v3.10.6

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.5

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.4...v3.10.5

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.4

Decompose traversal-based retriever queries into simpler queries, to reduce memory pressure during QA

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.3...v3.10.4

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Published by iansrobinson 10 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.3

Fix for id already in use error when creating relationships – see issue 61.

What's Changed

  • add embedding support, embedding indices, and neptune analytics embed… by @sojiadeshina in https://github.com/awslabs/graphrag-toolkit/pull/58

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.2...v3.10.3

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Published by iansrobinson 11 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.2

  • Added Neptune Analytics graphstore (byokg-rag)
  • Changed the way in which domain-specific entity labels are added, to reduce id already in use issues (lexical-graph)

What's Changed

  • add neptune analytics graphstore + example by @sojiadeshina in https://github.com/awslabs/graphrag-toolkit/pull/53

New Contributors

  • @sojiadeshina made their first contribution in https://github.com/awslabs/graphrag-toolkit/pull/53

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.1...v3.10.2

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Published by iansrobinson 11 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.1

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.10.0...v3.10.1

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Published by iansrobinson 11 months ago

https://github.com/awslabs/graphrag-toolkit - v3.10.0

  • Updated LlamaIndex dependencies
  • Fixed issue whereby multi-process/multi-threaded extract and build operations running in a Jupyter notebook would hang
  • Fixed issue whereby source documents with no metadata would not be checkpointed
  • Lists of preferred entity classifications no longer grow indefinitely – extract now uses either a fixed list, or a list of inferred classifications generated with each batch processed by the extract pipeline
  • When logging redacted openCypher queries, the tool now outputs comment lines in the query

What's Changed

  • Bump llama-index-core from 0.12.26 to 0.12.41 in /lexical-graph/src/graphragtoolkit/lexicalgraph by @dependabot[bot] in https://github.com/awslabs/graphrag-toolkit/pull/50

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.9.2...v3.10.0

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Published by iansrobinson 11 months ago

https://github.com/awslabs/graphrag-toolkit - v3.9.2

Log info message per batch if nodes are discarded during extract/build because they have previously succeeded and been checkpointed. Fix deriving tenant ids in MCP server.

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.9.1

Temp fix for https://github.com/awslabs/graphrag-toolkit/issues/48

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.9.0

Add streaming support to query engine

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.8.3...v3.9.0

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.8.3

Batch extraction now supports multiple workers. ResilientClient added to GraphRAGConfig to address sessions timeouts.

What's Changed

  • Add ResilientClient to GraphRAGConfig by @iansrobinson in https://github.com/awslabs/graphrag-toolkit/pull/46

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.8.2...v3.8.3

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.8.2

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.8.1...v3.8.2

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.8.1

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.8.0...v3.8.1

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.8.0

Add BYOKG-RAG package

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Published by iansrobinson 12 months ago

https://github.com/awslabs/graphrag-toolkit - v3.7.1

Performance improvements to MCP server init (caching tool descriptions)

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.7.0

Updated llama-index dependencies New Sagemaker sample notebooks, with metadata filtering, multi-tenancy, visualisation, and MCP server examples MCP server, with dynamically generated tools and tool descriptions (one per tenant in a multi-tenant graph) Additional quickstart CloudFormation templates

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v.3.6.1

Bug fixes: fix missing p param in fact graph builder

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.6.0...v3.6.1

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.6.0

Adds metadata-filtering

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.5.2...v3.6.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.5.2

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.5.1...v3.5.2

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.5.1

Improve response format for FalkorDB and modify traversal based retriever queries to support FalkorDB.

Initial implementation of metadata filtering (for finding traversal start nodes through vector store top k lookups). Results filtering TBD.

What's Changed

  • Add FalkorDB support for Traversal Based Retriever by @BoggerByte in https://github.com/awslabs/graphrag-toolkit/pull/30

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.5.0...v3.5.1

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.5.0

What's Changed

  • Remove Query Engine asyncio Overhead (and nest_asyncio) by @BoggerByte in https://github.com/awslabs/graphrag-toolkit/pull/29

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.4.0...v3.5.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.4.0

Introduced separate lexical-graph-contrib package, and moved FalkorDB support into this package.

Improved logging config

What's Changed

  • Fix typos across the project by @BoggerByte in https://github.com/awslabs/graphrag-toolkit/pull/26
  • Refactor lexical-graph Logging Utilities for Enhanced Flexibility and Maintainability by @BoggerByte in https://github.com/awslabs/graphrag-toolkit/pull/27

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.3.0...v3.4.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v.3.3.0

Remove unnecessary asyncio operations on the indexing side.

What's Changed

  • Simplify pipelines by removing unnecessary asyncio usage by @BoggerByte in https://github.com/awslabs/graphrag-toolkit/pull/22

New Contributors

  • @BoggerByte made their first contribution in https://github.com/awslabs/graphrag-toolkit/pull/22

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.2.0...v3.3.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.2.0

Adds support for AWS config profiles

What's Changed

  • Add support for AWS profiles by @iansrobinson in https://github.com/awslabs/graphrag-toolkit/pull/24

New Contributors

  • @evanerwee made their first contribution in https://github.com/awslabs/graphrag-toolkit/pull/24

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.1.0...v3.2.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.1.0

Reduce number of dependencies for core install. Require additional dependencies for specific vector stores and reranking features - see Setup.

Added configuration options for supplying custom prompt templates during extraction.

What's Changed

  • Bump torch from 2.4.1 to 2.6.0 in /lexical-graph/src by @dependabot in https://github.com/awslabs/graphrag-toolkit/pull/20

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v3.0.0...v3.1.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v3.0.0

Moved the existing toolkit code under the lexical-graph package so as to allow other tools to be added to the repository.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.6.1...v3.0.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.6.1

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.6.0...v2.6.1

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.6.0

Upgraded from LlamaIndex Bedrock package to LlamaIndex BedrockConverse model, which supports newer models, including Nova. Changed default mode to anthropic.claude-3-5-sonnet-20240620-v1:0.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.5.1...v2.6.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.5.1

Added multi-tenancy feature, which allows you to host multiple separate lexical graphs in the same underlying graph and vector stores.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.5.0...v2.5.1

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.4.1

Fix bug in creating Neptune Analytics vector index

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.4.0...v2.4.1

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.4.0

Refactor storage so that backend selection logic is encapsulated in individual factory method objects.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.3.2...v2.4.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.3.2

Update dependencies

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.3.1

Add support for Postgres with pgvector as vector store

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.3.0

Add support for Postgres with pgvector extension as a vector store.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.2.1...v2.3.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.2.1

Allow connections to Neptune via a proxy.

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.1.0

Improved traversal based retriever.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.0.2...v2.1.0

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.0.2

Fixes issue whereby null characters in chunk text fail the graph inserts.

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.0.1...v2.0.2

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Published by iansrobinson about 1 year ago

https://github.com/awslabs/graphrag-toolkit - v2.0.1

Fix issue with default topic filtering

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v2.0.0...v2.0.1

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.3.0

Added FalkorDB graph store. FalkorDB currently only works with the SemanticGuidedRetriever, not the TraversalBasedRetriever.

What's Changed

  • src: added FalkorDB GraphStore implementation i.e code, requirements, and docs by @kingtroga in https://github.com/awslabs/graphrag-toolkit/pull/8

New Contributors

  • @kingtroga made their first contribution in https://github.com/awslabs/graphrag-toolkit/pull/8

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v1.2.1...v1.3.0

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.2.1

Updated dependencies in requirements.txt

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.2.0

This release introduces a SourceDocument object that groups chunks belonging to a single source as they pass through the extract and build pipelines.

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.1.3

Updated requirements.txt

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v1.1.2...v1.1.3

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.1.2

Improve source metadata in embeddings

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.1.1

Updated LlamaIndex LLM dependencies

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v1.1.0...v1.1.1

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.1.0

Added support for batch extraction using Amazon Bedrock batch inference Updated LlamaIndex packages so as to support latest Bedrock FMs supported in llama-index-llms-bedrock Updated extraction prompts so that they work better with a wider range of FMs Update to Neptune 1.4.1.0 in quick start CloudFormation template Added ability to configure number of threads per worker in extract stage Logging config is now only applied if you call set_logging_config (allows toolkit to be incorporated into applications with their own logging configurations)

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v1.0.1...v1.1.0

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.0.1

What's Changed

Fixed issues: - Fixed GPU allocation issue in BGEReranker - Improved error reporting for model invocation failures - Improved checkpointing frequency

Full Changelog: https://github.com/awslabs/graphrag-toolkit/compare/v1.0.0...v1.0.1

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Published by iansrobinson over 1 year ago

https://github.com/awslabs/graphrag-toolkit - v1.0.0

Initial release of graphrag-toolkit

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Published by iansrobinson over 1 year ago