An open API service for producing an overview of a list of open source projects.

https://github.com/topoteretes/cognee

agent-memory agent-skills ai ai-agents ai-memory cognitive-architecture cognitive-memory context-engineering contributions-welcome good-first-issue good-first-pr graph-database graph-rag help-wanted knowledge knowledge-graph memory-management open-source vector-database

Score: 27.579677343989133

Last synced: 1 day ago
JSON representation

Repository metadata:

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free


Owner metadata:


Committers metadata

Last synced: 2 days ago

Total Commits: 8,651
Total Committers: 326
Avg Commits per committer: 26.537
Development Distribution Score (DDS): 0.737

Commits in past year: 5,410
Committers in past year: 268
Avg Commits per committer in past year: 20.187
Development Distribution Score (DDS) in past year: 0.695

Name Email Commits
Igor Ilic i****3@g****m 2279
Vasilije 8****0 1773
hajdul88 5****8 569
Milenko Gavric m****o@t****m 488
Boris Arzentar b****r@g****m 407
Andrej Milicevic m****i@A****l 303
lxobr 1****r 273
Andrej Milicevic m****j@y****m 226
Daulet Amirkhanov d****1@g****m 194
Nikola Živković z****7@g****m 165
Goran g****n@t****m 159
Leon Luithlen l****n@t****m 142
Roman Shkarin r****n@g****m 134
Dmytro Gordon d****o@t****m 94
Pavel Zorin p****c@y****u 77
Luca Stromann l****3@s****u 71
Hande 1****k 69
Geoff-Robin j****4@g****m 69
alekszievr 4****r 68
Alexander Uvizhev a****r@t****m 62
Veljko Kovac v****8@g****m 54
Dan D****t 47
chinu0609 c****2@g****m 43
mohammadehsanansari m****3@g****m 27
Rita Aleksziev a****r@g****m 26
Amanda de Moura a****a@t****m 26
Conor Parman c****p@u****u 25
Andrej Milicevic m****i@1****4 24
Dion Bramley d****y@g****m 22
Daniel Molnar s****a@g****m 17
and 296 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 1,064
Total pull requests: 2,864
Average time to close issues: 27 days
Average time to close pull requests: 7 days
Total issue authors: 428
Total pull request authors: 366
Average comments per issue: 4.01
Average comments per pull request: 1.43
Merged pull request: 1,617
Bot issues: 21
Bot pull requests: 198

Past year issues: 791
Past year pull requests: 1,121
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 15 days
Past year issue authors: 325
Past year pull request authors: 275
Past year average comments per issue: 4.84
Past year average comments per pull request: 1.07
Past year merged pull request: 462
Past year bot issues: 13
Past year bot pull requests: 21

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/topoteretes/cognee

Top Issue Authors

  • NMZivkovic (151)
  • Vasilije1990 (115)
  • alekszievr (22)
  • lxobr (20)
  • hande-k (18)
  • hajdul88 (16)
  • github-actions[bot] (13)
  • rahulm820 (11)
  • JakkulaVeerababu (10)
  • Akshats-git (8)
  • pranavsinghpatil (7)
  • borisarzentar (6)
  • linear[bot] (6)
  • debaa98 (6)
  • dexters1 (6)

Top Pull Request Authors

  • dexters1 (600)
  • Vasilije1990 (444)
  • borisarzentar (174)
  • hajdul88 (145)
  • dependabot[bot] (143)
  • alekszievr (115)
  • lxobr (92)
  • hande-k (79)
  • goran-radonic (64)
  • ArmagedonFlamer (63)
  • pensarapp[bot] (53)
  • NMZivkovic (50)
  • siillee (40)
  • 0xideas (37)
  • daukadolt (33)

Top Issue Labels

  • enhancement (363)
  • hackathon (224)
  • INTEGRATIONS (172)
  • good first issue (96)
  • bug (70)
  • help wanted (36)
  • documentation (20)
  • High priority (20)
  • from-discord (13)
  • Medium priority (13)
  • telemetry-insights (13)
  • Low priority (10)
  • 5 points (7)
  • Improvement (5)
  • agent-ready (5)
  • 10 points (5)
  • Public (4)
  • 3 points (3)
  • run-checks (3)
  • Engineering (3)
  • dependencies (2)
  • python (2)
  • community-contribution (2)
  • Feature (2)
  • Marketing (2)
  • Urgent (2)
  • core-team (2)
  • SDK RELIABILITY (2)
  • question (1)
  • 1 points (1)

Top Pull Request Labels

  • run-checks (500)
  • core-team (290)
  • dependencies (143)
  • python (101)
  • stale (72)
  • hackathon (58)
  • javascript (15)
  • github_actions (11)
  • community-contribution (7)
  • docker (6)
  • python:uv (5)
  • do not merge (4)
  • review-required (1)

Package metadata

proxy.golang.org: github.com/topoteretes/cognee

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/topoteretes/cognee#section-documentation
  • Licenses: apache-2.0
  • Latest release: v1.6.6 (published 2 days ago)
  • Last Synced: 2026-10-30T08:08:15.824Z (2 days ago)
  • Versions: 100
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.528%
    • Average: 6.747%
    • Dependent repos count: 6.966%
pypi.org: cognee

Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning.


Dependencies

.github/actions/image_builder/action.yaml actions
.github/workflows/release.yml actions
  • actions/checkout v4 composite
  • astral-sh/setup-uv v7 composite
  • docker/build-push-action v5 composite
  • docker/login-action v3 composite
  • docker/setup-buildx-action v3 composite
  • softprops/action-gh-release v2 composite
.github/workflows/temporal_graph_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v4 composite
  • neo4j 5.11 docker
  • pgvector/pgvector pg17 docker
cognee-frontend/package.json npm
  • @eslint/eslintrc ^3 development
  • @tailwindcss/postcss ^4.1.7 development
  • @types/culori ^4.0.0 development
  • @types/node ^20 development
  • @types/react ^19 development
  • @types/react-dom ^19 development
  • @types/uuid ^9.0.8 development
  • eslint ^9 development
  • eslint-config-next ^16.0.4 development
  • eslint-config-prettier ^10.1.5 development
  • tailwindcss ^4.1.7 development
  • typescript ^5 development
  • @auth0/nextjs-auth0 ^4.13.1
  • classnames ^2.5.1
  • culori ^4.0.1
  • d3-force-3d ^3.0.6
  • next 16.0.4
  • react ^19.2.0
  • react-dom ^19.2.0
  • react-force-graph-2d ^1.27.1
  • uuid ^9.0.1
.github/workflows/label-core-team.yml actions
  • actions/checkout v4 composite
  • actions/github-script v7 composite
.github/workflows/release_discord_action.yml actions
  • SethCohen/github-releases-to-discord v1.16.2 composite
  • actions/checkout v3 composite
.github/workflows/backend_docker_build_test.yml actions
  • actions/checkout v4 composite
.github/workflows/dockerhub.yml actions
  • actions/checkout v4 composite
  • docker/build-push-action v5 composite
  • docker/login-action v3 composite
  • docker/metadata-action v5 composite
  • docker/setup-buildx-action v3 composite
.github/workflows/notebooks_tests.yml actions
.github/workflows/pre_test.yml actions
  • actions/checkout v4 composite
  • astral-sh/setup-uv v4 composite
cognee-frontend/package-lock.json npm
  • 472 dependencies
.github/workflows/relational_db_migration_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v4 composite
  • pgvector/pgvector pg17 docker
.github/workflows/test_mcp.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/update-contributors.yml actions
  • actions/checkout v4 composite
.github/workflows/community_greetings.yml actions
  • actions/first-interaction v1 composite
.github/workflows/test_llms.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
.github/workflows/vector_db_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
  • pgvector/pgvector pg17 docker
.github/actions/cognee_setup/action.yml actions
  • actions/setup-python v5 composite
  • astral-sh/setup-uv v4 composite
.github/workflows/dockerhub-mcp.yml actions
  • actions/checkout v4 composite
  • docker/build-push-action v6 composite
  • docker/login-action v3 composite
  • docker/metadata-action v5 composite
  • docker/setup-buildx-action v3 composite
.github/actions/setup_neo4j/action.yml actions
.github/workflows/approve_dco.yaml actions
  • actions/github-script v6 composite
.github/workflows/basic_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
  • astral-sh/ruff-action v2 composite
.github/workflows/clean_stale_pr.yaml actions
  • actions/checkout v4 composite
  • actions/stale v6 composite
.github/workflows/cli_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
.github/workflows/release_test.yml actions
.github/workflows/reusable_notebook.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout master composite
.github/workflows/scorecard.yml actions
  • actions/checkout 11bd71901bbe5b1630ceea73d27597364c9af683 composite
  • actions/upload-artifact 4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 composite
  • github/codeql-action/upload-sarif v3 composite
  • ossf/scorecard-action f49aabe0b5af0936a0987cfb85d86b75731b0186 composite
Dockerfile docker
  • ghcr.io/astral-sh/uv python3.12-bookworm-slim build
  • python 3.12-slim-bookworm build
.github/workflows/docker_compose.yml actions
  • actions/checkout master composite
  • docker/setup-buildx-action v3 composite
.github/workflows/e2e_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
  • pgvector/pgvector pg17 docker
  • redis 7 docker
.github/workflows/test_suites.yml actions
.github/workflows/examples_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v4 composite
.github/workflows/graph_db_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v4 composite
  • actions/checkout master composite
.github/workflows/load_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
.github/workflows/test_different_operating_systems.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
.github/workflows/search_db_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v4 composite
  • pgvector/pgvector pg17 docker
.github/workflows/test_ollama.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
.github/workflows/test_s3_file_storage.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
cognee-frontend/Dockerfile docker
  • node 22-alpine build
.github/workflows/test_llamacpp.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v6 composite
.github/workflows/integration_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v6 composite
  • redis 7 docker
.github/workflows/performance_report_rust.yml actions
  • Swatinem/rust-cache v2 composite
  • actions/cache v4 composite
  • actions/checkout v6 composite
  • dtolnay/rust-toolchain stable composite
  • jlumbroso/free-disk-space main composite
  • rui314/setup-mold v1 composite
.github/workflows/catalog.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v6 composite
.github/workflows/sync_mintlify_docs.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/actions/install_cognee/action.yml actions
  • actions/setup-python v5 composite
  • astral-sh/setup-uv v4 composite
.github/workflows/mirror-images.yml actions
  • docker/login-action v3 composite
.github/workflows/adapter_caching_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v6 composite
  • ghcr.io/topoteretes/pgvector pg17 docker
.github/workflows/dev_canary_release.yml actions
  • actions/attest-build-provenance e8998f949152b193b063cb0ec769d69d929409be composite
  • actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
  • astral-sh/setup-uv 37802adc94f370d6bfd71619e3f0bf239e1f3b78 composite
  • docker/build-push-action 10e90e3645eae34f1e60eeb005ba3a3d33f178e8 composite
  • docker/login-action c94ce9fb468520275223c153574b00df6fe4bcc9 composite
  • docker/setup-buildx-action 8d2750c68a42422c14e847fe6c8ac0403b4cbd6f composite
  • pypa/gh-action-pypi-publish dc37677b2e1c63e2034f94d8a5b11f265b73ba33 composite
.github/workflows/nightly_tests.yml actions
  • actions/checkout v6 composite
  • slackapi/slack-github-action v2.1.0 composite
.github/workflows/community_tests.yml actions
  • actions/checkout v6 composite
  • actions/setup-python v5 composite
  • astral-sh/setup-uv v7 composite
  • pre-commit/action v3.0.1 composite
.github/workflows/dev_previous_day_commits.yml actions
  • actions/checkout v6 composite
  • actions/setup-python v5 composite
  • anthropics/claude-code-action v1 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/docker_validation_nightly.yml actions
  • actions/checkout v6 composite
  • aquasecurity/trivy-action v0.36.0 composite
.github/workflows/helm-ci.yml actions
  • actions/checkout v4 composite
  • azure/setup-helm v4 composite
.github/workflows/performance_report.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v6 composite
  • ghcr.io/topoteretes/pgvector pg17 docker
.github/workflows/performance_report_cloud.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v6 composite
.github/workflows/slow_e2e_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v6 composite
.github/workflows/test_deployment_mcp.yml actions
  • actions/checkout v6 composite
  • actions/setup-python v6 composite
  • docker/setup-buildx-action v3 composite
.github/workflows/require-linear-issue.yml actions
.github/workflows/frontend_docker_build_test.yml actions
  • actions/checkout v6 composite
  • docker/build-push-action v6 composite
  • docker/setup-buildx-action v3 composite
.github/workflows/telemetry-insights.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • actions/upload-artifact v4 composite
.github/workflows/dockerhub-ui.yml actions
  • actions/checkout v6 composite
  • docker/build-push-action v6 composite
  • docker/login-action v3 composite
  • docker/metadata-action v5 composite
  • docker/setup-buildx-action v3 composite
.github/workflows/nightly_scheduler.yml actions
  • slackapi/slack-github-action b0fa283ad8fea605de13dc3f449259339835fc52 composite
.github/workflows/router_docstring_sync.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/spec_extras_sync.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/release_mcp.yml actions
  • actions/attest-build-provenance e8998f949152b193b063cb0ec769d69d929409be composite
  • actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
  • astral-sh/setup-uv 37802adc94f370d6bfd71619e3f0bf239e1f3b78 composite
  • pypa/gh-action-pypi-publish dc37677b2e1c63e2034f94d8a5b11f265b73ba33 composite
.github/workflows/docs_issue_triage.yml actions
  • actions/checkout d23441a48e516b6c34aea4fa41551a30e30af803 composite
  • actions/setup-python a26af69be951a213d495a4c3e4e4022e16d87065 composite
  • actions/upload-artifact ea165f8d65b6e75b540449e92b4886f43607fa02 composite
  • anthropics/claude-code-action c81e3bc69d1b18badbb63ba39581218f02421678 composite
  • astral-sh/setup-uv 37802adc94f370d6bfd71619e3f0bf239e1f3b78 composite
.github/workflows/skills_link_check.yml actions
  • actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
.github/workflows/weekly-ticket-proposals.yml actions
  • actions/checkout v7 composite
  • actions/download-artifact v8 composite
  • actions/setup-python v7 composite
  • actions/upload-artifact v7 composite
.github/workflows/pr_lint.yml actions
  • amannn/action-semantic-pull-request v5 composite
  • release-drafter/release-drafter v6 composite
.github/workflows/journey_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite