v0.5.0

What's Changed

• feat: optimize repeated entity extraction by @lxobr in #1682
• fix: Resolve issue with text classification by @dexters1 in #1704
• Update dev from main by @dexters1 in #1707
• fix: update unsupported vector db log by @hande-k in #1708
• Fix ollama tests by @pazone in #1714
• CI: (dev)Extract Windows and MacOS tests to separate job by @pazone in #1715
• docs: Fix Readme Instructions by @davidmyriel in #1706
• CI: Fix ollama tests by @pazone in #1713
• fix: Add logs to docker by @Vasilije1990 in #1656
• CI: Limit deletion integration tests to 60 minutes by @pazone in #1730
• feat: Add initial custom pipeline by @dexters1 in #1716
• feat: introduces memify pipeline to save cache sessions into cognee by @hajdul88 in #1731
• refactor: Enable multi user mode by default if graph and vector db pr… by @dexters1 in #1695
• test: add load tests by @siillee in #1573
• Fix: fixes session history test for multiuser mode by @hajdul88 in #1746
• chore: update videos by @hande-k in #1748
• feature: text chunker with overlap by @lxobr in #1732
• feat: add structured output support to retrievers by @siillee in #1734
• CI: Initial Release test workflow by @pazone in #1749
• Fix cypher search by @dexters1 in #1739
• Cherry-pick: Fix cypher search (#1739) by @pazone in #1763
• fix: added release update version by @Vasilije1990 in #1764
• feat:add emptiness check to neptune adapter by @siillee in #1757
• test: fix weighted edges example by @siillee in #1745
• feat: Add multi-tenancy by @dexters1 in #1560
• feat: enable multi user for falkor by @siillee in #1689
• refactor: Disable telemetry for all non telemetry tests by @dexters1 in #1777
• fix: Resolve issue with empty node set by @dexters1 in #1744
• feat: fs-cache by @daukadolt in #1645
• Chore: Acceptance Criteria for PRs by @pazone in #1781
• Relational DB migration test search by @dexters1 in #1752
• fix: remove duplicate mistral adapter creation by @siillee in #1787
• Fix: MCP remove cognee.add() preprequisite from the doc by @pazone in #1788
• Fix: Remove cognee script from pyproject.toml by @pazone in #1785
• Feature/cog 3407 fixing integration test in ci by @hajdul88 in #1810
• docs(mcp): update available tools documentation by @armelhbobdad in #1740
• Handle multiple response formats in OllamaEmbeddingEngine by @weikao in #1735
• chore: changes url for crawler tests by @hajdul88 in #1816
• CI: Release drafter configuration by @pazone in #1817
• CI: mergify config by @pazone in #1818
• ci(Mergify): configuration update by @pazone in #1820
• feat: add instructor mode env variable and config parameter by @siillee in #1789
• feat: csv ingestion & chunking by @EricXiao95 in #1574
• feat: add ontology endpoint in REST API by @fahad-shoaib in #1724
• feat: make notebook cognee usage identical across uis by @borisarzentar in #1747
• version: 0.5.0.dev0 by @borisarzentar in #1827
• fix: fixes ontology api endpoint tests by @hajdul88 in #1824
• feature: Introduces wide subgraph search in graph completion and improves QA speed by @hajdul88 in #1736
• backport: Adds lance-namespace version fix to toml (fixes lancedb issue with 0.2.0 lance-namespace version) + crawler ingetration test url fix by @hajdul88 in #1842
• COG-3437: Chore: CodeRabbit config by @pazone in #1833
• CI: 32 GB machine for Ollama tests by @pazone in #1857
• Fix distributed issues with latest pydantic version by @dexters1 in #1859
• feature: adds triplet embedding via memify by @hajdul88 in #1832
• chore: uv lock check in pre-test workflow by @pazone in #1773
• Main merge vol4 by @dexters1 in #1856
• refactor: move codify pipeline out of main repo by @siillee in #1738
• fix: fixes lancedb batch handling by @hajdul88 in #1872
• fix: Resolve issue with BAML rate limit handling by @dexters1 in #1813
• fix: install nvm and node for -ui cli command by @borisarzentar in #1836
• fix: remove double quotes from llmconfig str params by @daukadolt in #1758
• Removed check_permissions_on_dataset.py and related references by @martin0731 in #1786
• feat: avoid double edge vector search in triplet search by @lxobr in #1877
• feat: Adds edge centered payload and embedding structure during ingestion by @hajdul88 in #1853
• Chore: Remove Ontology file size limit. Code duplications by @pazone in #1880
• feat: add dataset database handler logic and neo4j/lancedb/kuzu handlers by @dexters1 in #1776
• Merge main vol7 by @dexters1 in #1891
• feat: make pipeline processing cache optional by @dexters1 in #1876
• feat: Add dataset database handler info by @dexters1 in #1887
• fix: make ontology key an optional param in cognify by @dexters1 in #1894
• test: remove anything codify related from mcp test by @siillee in #1890
• feat: add bedrock as supported llm provider by @siillee in #1830
• chore: adds id generation to memify triplet embedding pipeline by @hajdul88 in #1895
• feat: add support to pass custom parameters in llm adapters during cognify by @siillee in #1802
• COG-3546: Initial release pipeline by @pazone in #1883
• feat: Add database deletion on dataset delete by @dexters1 in #1893
• chore: introduces 1 file upload in ontology endpoint by @hajdul88 in #1899
• Release 0.5.0 Merge dev to main by @pazone in #1900
• Bump cognee and MCP versions to 0.5.0 by @pazone in #1901
• Release 0.5.0: uv lock by @pazone in #1902

New Contributors

• @davidmyriel made their first contribution in #1706
• @armelhbobdad made their first contribution in #1740
• @fahad-shoaib made their first contribution in #1724
• @martin0731 made their first contribution in #1786

Full Changelog: v0.3.8...v0.5.0

v0.5.0.dev1

What's Changed

• docs: Fix Readme Instructions by @davidmyriel in #1706
• CI: Fix ollama tests by @pazone in #1713
• chore: update videos by @hande-k in #1748
• Cherry-pick: Fix cypher search (#1739) by @pazone in #1763
• fix: added release update version by @Vasilije1990 in #1764
• docs(mcp): update available tools documentation by @armelhbobdad in #1740
• Handle multiple response formats in OllamaEmbeddingEngine by @weikao in #1735
• CI: Release drafter configuration by @pazone in #1817
• CI: mergify config by @pazone in #1818
• ci(Mergify): configuration update by @pazone in #1820
• fix: fixes ontology api endpoint tests by @hajdul88 in #1824
• feature: Introduces wide subgraph search in graph completion and improves QA speed by @hajdul88 in #1736
• backport: Adds lance-namespace version fix to toml (fixes lancedb issue with 0.2.0 lance-namespace version) + crawler ingetration test url fix by @hajdul88 in #1842
• COG-3437: Chore: CodeRabbit config by @pazone in #1833
• CI: 32 GB machine for Ollama tests by @pazone in #1857
• Fix distributed issues with latest pydantic version by @dexters1 in #1859
• feature: adds triplet embedding via memify by @hajdul88 in #1832
• chore: uv lock check in pre-test workflow by @pazone in #1773
• Main merge vol4 by @dexters1 in #1856
• refactor: move codify pipeline out of main repo by @siillee in #1738
• fix: fixes lancedb batch handling by @hajdul88 in #1872
• fix: Resolve issue with BAML rate limit handling by @dexters1 in #1813
• fix: install nvm and node for -ui cli command by @borisarzentar in #1836
• fix: remove double quotes from llmconfig str params by @daukadolt in #1758
• Removed check_permissions_on_dataset.py and related references by @martin0731 in #1786
• feat: avoid double edge vector search in triplet search by @lxobr in #1877
• feat: Adds edge centered payload and embedding structure during ingestion by @hajdul88 in #1853
• Chore: Remove Ontology file size limit. Code duplications by @pazone in #1880
• feat: add dataset database handler logic and neo4j/lancedb/kuzu handlers by @dexters1 in #1776
• Merge main vol7 by @dexters1 in #1891
• feat: make pipeline processing cache optional by @dexters1 in #1876
• feat: Add dataset database handler info by @dexters1 in #1887
• fix: make ontology key an optional param in cognify by @dexters1 in #1894
• test: remove anything codify related from mcp test by @siillee in #1890
• feat: add bedrock as supported llm provider by @siillee in #1830
• chore: adds id generation to memify triplet embedding pipeline by @hajdul88 in #1895
• feat: add support to pass custom parameters in llm adapters during cognify by @siillee in #1802
• COG-3546: Initial release pipeline by @pazone in #1883
• feat: Add database deletion on dataset delete by @dexters1 in #1893
• chore: introduces 1 file upload in ontology endpoint by @hajdul88 in #1899

New Contributors

• @davidmyriel made their first contribution in #1706
• @armelhbobdad made their first contribution in #1740
• @martin0731 made their first contribution in #1786

Full Changelog: v0.5.0.dev0...v0.5.0.dev1

What's Changed

• docs: Fix Readme Instructions by @davidmyriel in #1706
• CI: Fix ollama tests by @pazone in #1713
• chore: update videos by @hande-k in #1748
• Cherry-pick: Fix cypher search (#1739) by @pazone in #1763
• fix: added release update version by @Vasilije1990 in #1764
• docs(mcp): update available tools documentation by @armelhbobdad in #1740
• Handle multiple response formats in OllamaEmbeddingEngine by @weikao in #1735
• CI: Release drafter configuration by @pazone in #1817
• CI: mergify config by @pazone in #1818
• ci(Mergify): configuration update by @pazone in #1820
• fix: fixes ontology api endpoint tests by @hajdul88 in #1824
• feature: Introduces wide subgraph search in graph completion and improves QA speed by @hajdul88 in #1736
• backport: Adds lance-namespace version fix to toml (fixes lancedb issue with 0.2.0 lance-namespace version) + crawler ingetration test url fix by @hajdul88 in #1842
• COG-3437: Chore: CodeRabbit config by @pazone in #1833
• CI: 32 GB machine for Ollama tests by @pazone in #1857
• Fix distributed issues with latest pydantic version by @dexters1 in #1859
• feature: adds triplet embedding via memify by @hajdul88 in #1832
• chore: uv lock check in pre-test workflow by @pazone in #1773
• Main merge vol4 by @dexters1 in #1856
• refactor: move codify pipeline out of main repo by @siillee in #1738
• fix: fixes lancedb batch handling by @hajdul88 in #1872
• fix: Resolve issue with BAML rate limit handling by @dexters1 in #1813
• fix: install nvm and node for -ui cli command by @borisarzentar in #1836
• fix: remove double quotes from llmconfig str params by @daukadolt in #1758
• Removed check_permissions_on_dataset.py and related references by @martin0731 in #1786
• feat: avoid double edge vector search in triplet search by @lxobr in #1877
• feat: Adds edge centered payload and embedding structure during ingestion by @hajdul88 in #1853
• Chore: Remove Ontology file size limit. Code duplications by @pazone in #1880
• feat: add dataset database handler logic and neo4j/lancedb/kuzu handlers by @dexters1 in #1776
• Merge main vol7 by @dexters1 in #1891
• feat: make pipeline processing cache optional by @dexters1 in #1876
• feat: Add dataset database handler info by @dexters1 in #1887
• fix: make ontology key an optional param in cognify by @dexters1 in #1894
• test: remove anything codify related from mcp test by @siillee in #1890
• feat: add bedrock as supported llm provider by @siillee in #1830
• chore: adds id generation to memify triplet embedding pipeline by @hajdul88 in #1895
• feat: add support to pass custom parameters in llm adapters during cognify by @siillee in #1802
• COG-3546: Initial release pipeline by @pazone in #1883
• feat: Add database deletion on dataset delete by @dexters1 in #1893
• chore: introduces 1 file upload in ontology endpoint by @hajdul88 in #1899

New Contributors

• @davidmyriel made their first contribution in #1706
• @armelhbobdad made their first contribution in #1740
• @martin0731 made their first contribution in #1786

Full Changelog: v0.5.0.dev0...v0.5.0.dev1

#...

v0.4.1

What’s Changed

• fix: Limit LanceDB version and it's lance-namespace dependency to avoid issues with their latest version @hajdul88
• chore: fixing integration test in ci (#1810) @hajdul88
• chore: Update poetry and uv lock files @dexters1

Contributors

@Vasilije1990, @dexters1, @hajdul88

v0.5.0.dev0

What's Changed

• feat: optimize repeated entity extraction by @lxobr in #1682
• fix: Resolve issue with text classification by @dexters1 in #1704
• fix: update unsupported vector db log by @hande-k in #1708
• fix: ollama tests by @pazone in #1714
• chore: (dev)Extract Windows and MacOS tests to separate job by @pazone in #1715
• fix: Add logs to docker by @Vasilije1990 in #1656
• chore: Limit deletion integration tests to 60 minutes by @pazone in #1730
• feat: Add initial custom pipeline by @dexters1 in #1716
• feat: introduces memify pipeline to save cache sessions into cognee by @hajdul88 in #1731
• refactor: Enable multi user mode by default if graph and vector db pr… by @dexters1 in #1695
• test: add load tests by @siillee in #1573
• fix: fixes session history test for multiuser mode by @hajdul88 in #1746
• feature: text chunker with overlap by @lxobr in #1732
• feat: add structured output support to retrievers by @siillee in #1734
• chore: Initial Release test workflow by @pazone in #1749
• fix cypher search by @dexters1 in #1739
• feat: add emptiness check to neptune adapter by @siillee in #1757
• test: fix weighted edges example by @siillee in #1745
• feat: Add multi-tenancy by @dexters1 in #1560
• feat: enable multi user for falkor by @siillee in #1689
• refactor: Disable telemetry for all non telemetry tests by @dexters1 in #1777
• fix: Resolve issue with empty node set by @dexters1 in #1744
• feat: fs-cache by @daukadolt in #1645
• chore: Acceptance Criteria for PRs by @pazone in #1781
• test: Relational DB migration test search by @dexters1 in #1752
• fix: remove duplicate mistral adapter creation by @siillee in #1787
• fix: MCP remove cognee.add() preprequisite from the doc by @pazone in #1788
• fix: Remove cognee script from pyproject.toml by @pazone in #1785
• feat: fixing integration test in ci by @hajdul88 in #1810
• chore: changes url for crawler tests by @hajdul88 in #1816
• feat: add instructor mode env variable and config parameter by @siillee in #1789
• feat: csv ingestion & chunking by @EricXiao95 in #1574
• feat: add ontology endpoint in REST API by @fahad-shoaib in #1724
• feat: make notebook cognee usage identical across uis by @borisarzentar in #1747
• version: 0.5.0.dev0 by @borisarzentar in #1827

New Contributors

• @fahad-shoaib made their first contribution in #1724

Full Changelog: v0.3.8...v0.5.0.dev0

v0.4.0

What's Changed

• CI: Fix ollama tests by @pazone in #1713
• chore: update videos by @hande-k in #1748
• Cherry-pick: Fix cypher search (#1739) by @pazone in #1763
• fix: added release update version by @Vasilije1990 in #1764

Full Changelog: v0.3.9...v0.4.0

v0.3.9

What's Changed

• fix: Resolve issue with text classification where classification of text and pdf files was done incorrectly on ingestion by @dexters1
• docs: Fix Readme Instructions by @davidmyriel in #1706

New Contributors

• @davidmyriel made their first contribution in #1706

Full Changelog: v0.3.8...v0.3.9

v0.3.8

What's Changed

• fix: added fix to MCP by @Vasilije1990 in #1647
• feat: feedback enrichment by @lxobr in #1571
• Update dev by @daukadolt in #1651
• fix: remove redundant SDKs to reduce space used on Github Runner by @daukadolt in #1653
• fix: update cognee-cli -ui MCP docker image by @daukadolt in #1652
• feature: adds more info to telemetry by @hajdul88 in #1654
• fix: removed coding assistance by @Vasilije1990 in #1657
• fix: fixing the docker build by @Vasilije1990 in #1658
• added storage check by @Vasilije1990 in #1659
• added a new runner by @Vasilije1990 in #1660
• fix: Change runner group from 'Runners' to 'Default' by @Vasilije1990 in #1661
• fix: Correct typo in installation section of README by @Vasilije1990 in #1662
• Update in the .env.template for new endpoint for ollama embedings by @chinu0609 in #1673
• feature: adds new tenant id (if available) to telemetry packages for basic cognee operations by @hajdul88 in #1676
• fix: Resolve issue for read only file systems by @dexters1 in #1678
• refactor: Change id to be the relational database ID and not graph no… by @dexters1 in #1669
• feature: adds multifile ontology support by @hajdul88 in #1674
• feature: adds the concept of now to the qa for temporal queries by @hajdul88 in #1685
• refactor: Handle anon-id for read-only file systems by @dexters1 in #1688
• fix: Fix network visualization by @Vasilije1990 in #1687
• refactor: Remove LanceDB fallback by @dexters1 in #1683
• add fix by @Vasilije1990 in #1693
• fix: Remove custom pdf handling and rely on filetype library by @dexters1 in #1694
• fix: Fix issue with base config by @Vasilije1990 in #1668
• Feat/cognee mcp add option to install extras by @daukadolt in #1696
• fix: resolve issue with txt file type handling by @dexters1 in #1697
• Merge dev and main by @Vasilije1990 in #1699
• chore: Update cognee version by @dexters1 in #1700
• Cognee Release v0.3.8 by @dexters1 in #1701

Full Changelog: V0.3.7...v0.3.8

v0.3.7

Full Changelog: v0.3.7...V0.3.7

v0.3.6

What's Changed

• chore: deletes toml and lock files from distributed directory by @hajdul88 in #1537
• fix: bump kuzu to 0.11.3 by @daukadolt in #1540
• fix: Bump version from 0.3.5 to 0.3.6 by @Vasilije1990 in #1541

Full Changelog: v0.3.5...v0.3.6

v0.3.5

What's Changed

• feat: add support for AWS session token in S3 configuration by @MSR97 in #1363
• feat: Lexical chunk retriever by @patelchaitany in #1392
• refactor: baml by @dexters1 in #1354
• fix: added auto tagging by @Vasilije1990 in #1424
• fix: handle reasoning_effort gracefully across models by @oryx1729 in #1447
• fix: Resolve issue with MCP on main branch by @dexters1 in #1456
• fix issue #1436 by @patelchaitany in #1437
• feat: add new tutorial notebook by @hande-k in #1461
• chore: update pr template by @hande-k in #1462
• feat: Revise README for installation and CLI usage by @Vasilije1990 in #1463
• chore: remove files by @hande-k in #1467
• fix: Cog 2826 clean up poetry by @Vasilije1990 in #1305
• chore: Limit pylance to 0.36 because of intel MacOS13 by @dexters1 in #1468
• fix: Resolve issue with only_context [COG-3032] by @dexters1 in #1452
• fix: Silence model not found log by @siillee in #1470
• feat: cors issue if frontend runs on any port other than 3000 by @borisarzentar in #1457
• fix: Remove creation of default user during search by @dexters1 in #1455
• refactor: Rework limit=0 for vector adapters by @siillee in #1450
• fix: limit onnxruntime version by @borisarzentar in #1473
• fix: Update README.md to change the URL issue of hosted solution by @zameel7 in #1479
• feat: start mcp in ui cli command by @daukadolt in #1472
• refactor: Make relational database search more effective by @dexters1 in #1477
• fix: update cognee-mcp script alias and Dockerfile entrypoint by @daukadolt in #1471
• feat: aws session token support - MSR97 by @dexters1 in #1364
• feat: falkordb adapter by @siillee in #1430
• chore: Merge main to dev branch by @dexters1 in #1478
• test: Use smaller files than Alice for tests. by @siillee in #1474
• fix: Resolve schema migration for Neo4j by @dexters1 in #1482
• fix: Resolve issues with GPT5 models by @dexters1 in #1483
• docs: Multi user authorization example by @dexters1 in #1466
• feat: Add update endpoint to Cognee [COG-3016] by @dexters1 in #1475
• fix: windows compatibility fixes by @turazashvili in #1464
• fix: Resolve issue with processing for gpt4 series models by @dexters1 in #1485
• feat: Enhance PDF parsing by @EricXiao95 in #1445
• fix: resolve formatting issue by @dexters1 in #1486
• refactor: Remove macos13 from ci/cd and support by @dexters1 in #1489
• feat: delete preview by @shehab-badawy in #1385
• fix: test_cli_edge_cases, test_delete_all_with_user_id unit test by @daukadolt in #1493
• fix: Resolve issue with Gemini adapter by @dexters1 in #1494
• fix: frontend process output streaming stuck due to incorrect output by @daukadolt in #1503
• refactor: Unify dataset resolution by @dexters1 in #1488
• fix: Resolve pydantic issue regarding deprecation by @dexters1 in #1508
• refactor: use gpt-5-mini by default by @dexters1 in #1505
• fix: Resolve issue with Kuzu graph database persistence on our local … by @dexters1 in #1490
• refactor: Don't use async lock if not needed by @dexters1 in #1510
• chore: Update lock files by @dexters1 in #1511
• fix: Remove cognee endpoint from cognee core to allow MCP users to us… by @dexters1 in #1513
• chore: Update release version by @dexters1 in #1514
• fix: broken health check endpoint by @daukadolt in #1516
• feat: improve exception raising for better debugging by @daukadolt in #1512
• chore: update cognee-cli to use MCP Docker image from main. Bring back deprecation warnings by @daukadolt in #1491
• Release v0.3.5 by @dexters1 in #1515

New Contributors

• @MSR97 made their first contribution in #1363
• @patelchaitany made their first contribution in #1392
• @oryx1729 made their first contribution in #1447
• @zameel7 made their first contribution in #1479
• @turazashvili made their first contribution in #1464
• @shehab-badawy made their first contribution in #1385

Full Changelog: v0.3.4...v0.3.5