What's Changed

• Amazon Neptune Support by @bechbd in https://github.com/getzep/graphiti/pull/793
• Gpt 5 default by @prasmussen15 in https://github.com/getzep/graphiti/pull/849
• fix broken link by @gkorland in https://github.com/getzep/graphiti/pull/855
• feat: Add GitHub AI Moderator for automated spam detection by @danielchalef in https://github.com/getzep/graphiti/pull/856
• use hnsw indexes by @prasmussen15 in https://github.com/getzep/graphiti/pull/859
• bump version by @prasmussen15 in https://github.com/getzep/graphiti/pull/860
• dont create extra search embeddings by @prasmussen15 in https://github.com/getzep/graphiti/pull/861
• Fixed issue where creating indices was not called for Neptune and added missing quickstart example by @bechbd in https://github.com/getzep/graphiti/pull/850
• docs: Update Ollama integration to use OpenAIGenericClient by @danielchalef in https://github.com/getzep/graphiti/pull/866
• update migration by @prasmussen15 in https://github.com/getzep/graphiti/pull/870
• Add support for Kuzu as the graph driver by @sdht0 in https://github.com/getzep/graphiti/pull/799
• docs: Add Azure OpenAI v1 API opt-in requirement documentation by @jackaldenryan in https://github.com/getzep/graphiti/pull/873
• Update claude-code-review.yml by @danielchalef in https://github.com/getzep/graphiti/pull/876
• Update claude.yml by @danielchalef in https://github.com/getzep/graphiti/pull/877
• Update claude-code-review.yml by @danielchalef in https://github.com/getzep/graphiti/pull/880
• Update claude-code-review.yml by @danielchalef in https://github.com/getzep/graphiti/pull/883
• Update cla.yml by @danielchalef in https://github.com/getzep/graphiti/pull/884
• update-tests by @prasmussen15 in https://github.com/getzep/graphiti/pull/872
• don't return index labels by @prasmussen15 in https://github.com/getzep/graphiti/pull/887

New Contributors

• @bechbd made their first contribution in https://github.com/getzep/graphiti/pull/793
• @sdht0 made their first contribution in https://github.com/getzep/graphiti/pull/799

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.9...v0.19.0

What's Changed

• Fixed issue where creating indices was not called for Neptune and added missing quickstart example by @bechbd in https://github.com/getzep/graphiti/pull/850
• docs: Update Ollama integration to use OpenAIGenericClient by @danielchalef in https://github.com/getzep/graphiti/pull/866
• update migration by @prasmussen15 in https://github.com/getzep/graphiti/pull/870

Full Changelog: https://github.com/getzep/graphiti/compare/v0.19.0pre2...v0.19.0pre3

What's Changed

• dont create extra search embeddings by @prasmussen15 in https://github.com/getzep/graphiti/pull/861

Full Changelog: https://github.com/getzep/graphiti/compare/v0.19.0pre1...v0.19.0pre2

What's Changed

• Amazon Neptune Support by @bechbd in https://github.com/getzep/graphiti/pull/793
• Gpt 5 default by @prasmussen15 in https://github.com/getzep/graphiti/pull/849
• fix broken link by @gkorland in https://github.com/getzep/graphiti/pull/855
• feat: Add GitHub AI Moderator for automated spam detection by @danielchalef in https://github.com/getzep/graphiti/pull/856
• use hnsw indexes by @prasmussen15 in https://github.com/getzep/graphiti/pull/859
• bump version by @prasmussen15 in https://github.com/getzep/graphiti/pull/860

New Contributors

• @bechbd made their first contribution in https://github.com/getzep/graphiti/pull/793

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.9...v0.19.0pre1

What's Changed

• update prompts and support thinking models by @prasmussen15 in https://github.com/getzep/graphiti/pull/846

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.8...v0.18.9

What's Changed

• Fix Community Operations with FalkorDB by @galshubeli in https://github.com/getzep/graphiti/pull/824
• fix typo and model selector by @prasmussen15 in https://github.com/getzep/graphiti/pull/843

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.7...v0.18.8

What's Changed

• Update CONTRIBUTING.md by @danielchalef in https://github.com/getzep/graphiti/pull/830
• Fix: Search methods configuration ignored (#788) by @liebertar in https://github.com/getzep/graphiti/pull/829
• add bulk delete by @prasmussen15 in https://github.com/getzep/graphiti/pull/837

New Contributors

• @liebertar made their first contribution in https://github.com/getzep/graphiti/pull/829

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.6...v0.18.7

What's Changed

• Null search datetimes by @prasmussen15 in https://github.com/getzep/graphiti/pull/818

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.5...v0.18.6

What's Changed

• Add support for non-ASCII characters in LLM prompts by @hugo-son in https://github.com/getzep/graphiti/pull/805
• ensure ascii default to false by @prasmussen15 in https://github.com/getzep/graphiti/pull/817

New Contributors

• @hugo-son made their first contribution in https://github.com/getzep/graphiti/pull/805

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.4...v0.18.5

What's Changed

• Fix Azure OpenAI configuration parameter in README by @jackaldenryan in https://github.com/getzep/graphiti/pull/807
• add batch delete capabilities by @prasmussen15 in https://github.com/getzep/graphiti/pull/813

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.3...v0.18.4

What's Changed

• add community group id index by @prasmussen15 in https://github.com/getzep/graphiti/pull/802
• update add triple to always have embeddings by @prasmussen15 in https://github.com/getzep/graphiti/pull/803
• test updates by @prasmussen15 in https://github.com/getzep/graphiti/pull/806

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.2...v0.18.3

What's Changed

• move summary out of attribute extraction by @prasmussen15 in https://github.com/getzep/graphiti/pull/792

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.1...v0.18.2

What's Changed

• feat/falkordb dynamic graph names by @danielchalef in https://github.com/getzep/graphiti/pull/761
• add concurrency explanation, update Zep by @danielchalef in https://github.com/getzep/graphiti/pull/766
• chore/prepare kuzu integration by @danielchalef in https://github.com/getzep/graphiti/pull/762
• validate pydantic objects by @prasmussen15 in https://github.com/getzep/graphiti/pull/783

Full Changelog: https://github.com/getzep/graphiti/compare/v0.18.0...v0.18.1

What's Changed

• Return reranker scores by @prasmussen15 in https://github.com/getzep/graphiti/pull/758

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.11...v0.18.0

What's Changed

• Group ID filtering in BFS and full-text queries by @danielchalef in https://github.com/getzep/graphiti/pull/754
• bump 0.17.11 by @danielchalef in https://github.com/getzep/graphiti/pull/755

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.10...v0.17.11

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.9...v0.17.10

What's Changed

• Edge search updates by @prasmussen15 in https://github.com/getzep/graphiti/pull/753

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.8...v0.17.9

What's Changed

• fix: missing group filter on node ft search by @danielchalef in https://github.com/getzep/graphiti/pull/752

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.7...v0.17.8

What's Changed

• [Bug Fix] Fix the Group ID usage with FalkorDB by @galshubeli in https://github.com/getzep/graphiti/pull/733

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.6...v0.17.7

What's Changed

• make egg_operations more robust by @prasmussen15 in https://github.com/getzep/graphiti/pull/737

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.5...v0.17.6

What's Changed

• Bulk updates by @prasmussen15 in https://github.com/getzep/graphiti/pull/732
• Return embeddings option in get_by_uuids by @prasmussen15 in https://github.com/getzep/graphiti/pull/736

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.4...v0.17.5

What's Changed

• fix: discord badge by @paul-paliychuk in https://github.com/getzep/graphiti/pull/726
• bulk utils update by @prasmussen15 in https://github.com/getzep/graphiti/pull/727

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.3...v0.17.4

What's Changed

• save edge update by @prasmussen15 in https://github.com/getzep/graphiti/pull/721

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.2...v0.17.3

What's Changed

• fix: neo4j username/password should not be hardcoded by @charlesmcchan in https://github.com/getzep/graphiti/pull/711
• feat(gemini): embedding batch size & lite default by @zeroasterisk in https://github.com/getzep/graphiti/pull/680
• feat: enhance GeminiClient with max tokens management by @danielchalef in https://github.com/getzep/graphiti/pull/712
• bump for bugfix release by @danielchalef in https://github.com/getzep/graphiti/pull/714

New Contributors

• @charlesmcchan made their first contribution in https://github.com/getzep/graphiti/pull/711

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.1...v0.17.2

What's Changed

• docs: add comprehensive database configuration instructions to README by @danielchalef in https://github.com/getzep/graphiti/pull/703
• update search filters by @prasmussen15 in https://github.com/getzep/graphiti/pull/706

Full Changelog: https://github.com/getzep/graphiti/compare/v0.17.0...v0.17.1

What's Changed

• Move away from DEFAULT_DATABASE environment variable in favour of driver-config support (dc) by @urmzd in https://github.com/getzep/graphiti/pull/699
• bump v0.17.0 by @danielchalef in https://github.com/getzep/graphiti/pull/700

First contribution: @urmzd. Thank you!

Full Changelog: https://github.com/getzep/graphiti/compare/v0.16.0...v0.17.0

What's Changed

• feat(gemini): simplify config for Gemini clients by @zeroasterisk in https://github.com/getzep/graphiti/pull/679
• Add Claude Code GitHub Workflow by @danielchalef in https://github.com/getzep/graphiti/pull/690
• feat: add issue and pull request templates with compliance workflow by @danielchalef in https://github.com/getzep/graphiti/pull/689
• feat: add template compliance check and update type checking to Pyright by @danielchalef in https://github.com/getzep/graphiti/pull/692
• docs: improve Neo4j database configuration documentation by @danielchalef in https://github.com/getzep/graphiti/pull/691
• Fix Claude actions by @danielchalef in https://github.com/getzep/graphiti/pull/693
• Bulk ingestion by @prasmussen15 in https://github.com/getzep/graphiti/pull/698

New Contributors

• @zeroasterisk made their first contribution in https://github.com/getzep/graphiti/pull/679

Full Changelog: https://github.com/getzep/graphiti/compare/v0.15.1...v0.16.0

What's Changed

• reformat by @prasmussen15 in https://github.com/getzep/graphiti/pull/655
• Add GitHub Actions workflow for building and pushing MCP Server Docker image by @danielchalef in https://github.com/getzep/graphiti/pull/656
• feat: add pre-built Docker image for Graphiti MCP server by @danielchalef in https://github.com/getzep/graphiti/pull/657
• Fix: Add missing name_embedding field to community search queries by @jamesindeed in https://github.com/getzep/graphiti/pull/664
• Refactor: Replace dictionary responses with structured response classes in graphiti_mcp_server.py by @danielchalef in https://github.com/getzep/graphiti/pull/668
• docs: add FalkorDB support and update installation instructions by @danielchalef in https://github.com/getzep/graphiti/pull/677
• feat: support OpenAIClient in OpenAIRerankerClient by @danielchalef in https://github.com/getzep/graphiti/pull/676
• REFACTOR: use env variables in docker-compose for mcp by @jawwadfirdousi in https://github.com/getzep/graphiti/pull/663
• Refactor imports by @danielchalef in https://github.com/getzep/graphiti/pull/675
• bump v0.15.1 by @danielchalef in https://github.com/getzep/graphiti/pull/678

New Contributors

• @jamesindeed made their first contribution in https://github.com/getzep/graphiti/pull/664
• @jawwadfirdousi made their first contribution in https://github.com/getzep/graphiti/pull/663

Full Changelog: https://github.com/getzep/graphiti/compare/v0.15.0...v0.15.1

What's Changed

• update mcp to graphiti 0.14 by @danielchalef in https://github.com/getzep/graphiti/pull/641
• FalkorDB Integration: Bug Fixes and Unit Tests by @galshubeli in https://github.com/getzep/graphiti/pull/607
• migrate to pyright by @danielchalef in https://github.com/getzep/graphiti/pull/646
• fix falkordb linting issues by @danielchalef in https://github.com/getzep/graphiti/pull/650
• Gemini client improvements; Gemini reranker by @danielchalef in https://github.com/getzep/graphiti/pull/645
• Update README.md to clarify OpenAI API usage and Azure OpenAI configuration details by @danielchalef in https://github.com/getzep/graphiti/pull/649
• Potential fix for code scanning alert no. 18: Workflow does not contain permissions by @danielchalef in https://github.com/getzep/graphiti/pull/648
• Potential fix for code scanning alert no. 17: Workflow does not contain permissions by @danielchalef in https://github.com/getzep/graphiti/pull/651

New Contributors

• @galshubeli made their first contribution in https://github.com/getzep/graphiti/pull/607

Full Changelog: https://github.com/getzep/graphiti/compare/v0.14.0...v0.15.0

Important: Addition of Anonymous Telemetry

This release includes the addition of anonymous telemetry. Please review the README for a detailed description of data sent via telemetry, how telemetry works, and how to deactivate it.

What's Changed

• Excluded entity type filtering by @danielchalef in https://github.com/getzep/graphiti/pull/624
• migrate to uv by @danielchalef in https://github.com/getzep/graphiti/pull/634
• feat: add telemetry with PostHog and update Docker configurations by @danielchalef in https://github.com/getzep/graphiti/pull/633
• fix: correct spacing in group IDs filter concatenation in fulltext_query function by @danielchalef in https://github.com/getzep/graphiti/pull/636
• bump version to 0.14.0 in pyproject.toml by @danielchalef in https://github.com/getzep/graphiti/pull/637
• Update release-graphiti-core.yml to python 3.11 by @danielchalef in https://github.com/getzep/graphiti/pull/639

Full Changelog: https://github.com/getzep/graphiti/compare/v0.13.2...v0.14.0

IMPORTANT BREAKING CHANGE

We now validate group_id contains only alphanumeric, dash (-), and underscore (_) characters.

What's Changed

• Bump h11 from 0.14.0 to 0.16.0 in the pip group by @dependabot in https://github.com/getzep/graphiti/pull/494
• Edge types by @prasmussen15 in https://github.com/getzep/graphiti/pull/501
• Bump langchain-openai from 0.3.16 to 0.3.17 by @dependabot in https://github.com/getzep/graphiti/pull/504
• Bump langchain-anthropic from 0.3.12 to 0.3.13 by @dependabot in https://github.com/getzep/graphiti/pull/503
• Bump langgraph from 0.4.1 to 0.4.5 by @dependabot in https://github.com/getzep/graphiti/pull/502
• Bump ruff from 0.11.9 to 0.11.10 by @dependabot in https://github.com/getzep/graphiti/pull/500
• Bump setuptools from 78.1.0 to 78.1.1 in the pip group by @dependabot in https://github.com/getzep/graphiti/pull/505
• #491 by @adamkatav in https://github.com/getzep/graphiti/pull/493
• Bump google-genai from 1.9.0 to 1.15.0 by @dependabot in https://github.com/getzep/graphiti/pull/499
• MCP Fixes by @danielchalef in https://github.com/getzep/graphiti/pull/512
• Improve error handling in GeminiEmbedder by raising ValueError for empty embedding values. This change enhances robustness by ensuring that all returned embeddings contain valid data. by @danielchalef in https://github.com/getzep/graphiti/pull/515
• Implement Small Model in MCP Server; Default to 4.1-nano by @danielchalef in https://github.com/getzep/graphiti/pull/516
• chore: Bump version by @paul-paliychuk in https://github.com/getzep/graphiti/pull/521

New Contributors

• @adamkatav made their first contribution in https://github.com/getzep/graphiti/pull/493

Full Changelog: https://github.com/getzep/graphiti/compare/v0.11.6...v0.12.0pre1