Data

Tools

Indexes

Applications

Experiments

Summary

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

https://github.com/topoteretes/cognee

ai ai-agents ai-memory cognitive-architecture cognitive-memory context-engineering contributions-welcome good-first-issue good-first-pr graph-database graph-rag graphrag help-wanted knowledge knowledge-graph neo4j open-source openai rag vector-database

Score: 25.81229077268742

Last synced: about 8 hours ago
JSON representation

Repository metadata:

Knowledge Engine for AI Agent Memory in 6 lines of code

Owner metadata:

Committers metadata

Last synced: about 1 month ago

Total Commits: 4,962
Total Committers: 141
Avg Commits per committer: 35.191
Development Distribution Score (DDS): 0.731

Commits in past year: 3,101
Committers in past year: 117
Avg Commits per committer in past year: 26.504
Development Distribution Score (DDS) in past year: 0.776

Name Email Commits
Vasilije 8****0 1333
Igor Ilic i****3@g****m 1017
hajdul88 5****8 562
Boris Arzentar b****r@g****m 407
Andrej Milicevic m****i@A****l 215
Daulet Amirkhanov d****1@g****m 194
Milenko Gavric m****c@g****m 156
Leon Luithlen l****n@t****m 142
lxobr 1****r 104
Pavel Zorin p****c@y****u 77
Geoff-Robin j****4@g****m 69
alekszievr 4****r 68
Hande 1****k 57
Dan D****t 46
chinu0609 c****2@g****m 35
Andrej Milicevic m****j@y****m 35
mohammadehsanansari m****3@g****m 27
Rita Aleksziev a****r@g****m 26
Dion Bramley d****y@g****m 22
Veljko Kovac v****8@g****m 22
Daniel Molnar s****a@g****m 17
andikarachman a****y@g****m 16
Neeraj Gopalakrishnan 9****1 14
nightcityblade n****e@g****m 13
Andrej Milicevic m****i@1****4 12
dependabot[bot] 4****] 11
IvoryKir i****r@g****m 10
Aniruddha Mandal a****1@g****m 9
EricXiao t****x@g****m 8
HectorSin k****4@a****r 7
and 111 more...

Issue and Pull Request metadata

Last synced: 5 months ago

Total issues: 276
Total pull requests: 1,749
Average time to close issues: 22 days
Average time to close pull requests: 3 days
Total issue authors: 106
Total pull request authors: 98
Average comments per issue: 1.61
Average comments per pull request: 1.67
Merged pull request: 1,156
Bot issues: 8
Bot pull requests: 176

Past year issues: 174
Past year pull requests: 1,192
Past year average time to close issues: 18 days
Past year average time to close pull requests: 3 days
Past year issue authors: 90
Past year pull request authors: 81
Past year average comments per issue: 2.28
Past year average comments per pull request: 1.85
Past year merged pull request: 772
Past year bot issues: 0
Past year bot pull requests: 69

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

Top Issue Authors

  • Vasilije1990 (59)
  • alekszievr (22)
  • lxobr (20)
  • hande-k (18)
  • hajdul88 (16)
  • linear[bot] (6)
  • borisarzentar (6)
  • jspv (4)
  • chenggangqcg (3)
  • LordCasser (3)
  • sssaha1989 (3)
  • oojacoboo (3)
  • roy-sr (2)
  • followheart26 (2)
  • Ashes47 (2)

Top Pull Request Authors

  • dexters1 (368)
  • Vasilije1990 (308)
  • borisarzentar (174)
  • hajdul88 (146)
  • dependabot[bot] (122)
  • alekszievr (115)
  • lxobr (82)
  • hande-k (79)
  • pensarapp[bot] (53)
  • 0xideas (37)
  • daukadolt (34)
  • soobrosa (33)
  • siillee (9)
  • dm1tryG (9)
  • soekja (9)

Top Issue Labels

  • good first issue (30)
  • help wanted (17)
  • bug (17)
  • High priority (17)
  • Medium priority (13)
  • from-discord (13)
  • enhancement (11)
  • Low priority (10)
  • 5 points (7)
  • 10 points (5)
  • Improvement (4)
  • Public (4)
  • run-checks (3)
  • Engineering (3)
  • 3 points (3)
  • Feature (2)
  • community-contribution (2)
  • core-team (2)
  • dependencies (2)
  • python (2)
  • Marketing (2)
  • documentation (2)
  • Urgent (1)
  • question (1)
  • 1 points (1)

Top Pull Request Labels

  • run-checks (491)
  • dependencies (122)
  • python (99)
  • core-team (21)
  • github_actions (11)
  • javascript (10)
  • community-contribution (7)
  • do not merge (4)
  • docker (2)
  • 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: v1.0.0 (published about 2 months ago)
  • Last Synced: 2026-04-16T16:09:57.186Z (about 1 month ago)
  • Versions: 68
  • 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.

  • Homepage: https://www.cognee.ai
  • Documentation: https://cognee.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 1.0.0 (published about 2 months ago)
  • Last Synced: 2026-04-16T16:09:57.851Z (about 1 month ago)
  • Versions: 115
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 72,996 Last month
  • Rankings:
    • Dependent packages count: 9.713%
    • Average: 36.897%
    • Dependent repos count: 64.082%
  • Maintainers (1)

Dependencies

.github/actions/image_builder/action.yaml actions
.github/workflows/db_examples_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout master composite
  • actions/checkout v4 composite
  • pgvector/pgvector pg17 docker
.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
deployment/helm/Dockerfile docker
  • python 3.11-slim build
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/distributed_test.yml actions
  • ./.github/actions/cognee_setup * composite
  • actions/checkout v4 composite
.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
cognee/eval_framework/Dockerfile docker
  • python 3.11-slim build
.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/weighted_edges_tests.yml actions
  • ./.github/actions/cognee_setup * composite
  • ./.github/actions/setup_neo4j * composite
  • actions/checkout v4 composite
  • astral-sh/ruff-action v2 composite
.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
pyproject.toml pypi
  • aiofiles >=23.2.1
  • aiohttp >=3.11.14,<4.0.0
  • aiolimiter >=1.2.1
  • aiosqlite >=0.20.0,<1.0.0
  • alembic >=1.13.3,<2
  • diskcache >=5.6.3
  • fakeredis [lua]>=2.32.0
  • fastapi >=0.116.2,<1.0.0
  • fastapi-users [sqlalchemy]>=14.0.1,<15.0.0
  • fastembed <=0.6.0
  • filetype >=1.2.0,<2.0.0
  • gunicorn >=20.1.0,<24
  • instructor >=1.9.1,<2.0.0
  • jinja2 >=3.1.3,<4
  • kuzu (==0.11.3)
  • lancedb >=0.24.0,<1.0.0
  • limits >=4.4.1,<5
  • litellm >=1.76.0
  • mistralai >=1.9.10
  • nbformat >=5.7.0,<6.0.0
  • networkx >=3.4.2,<4
  • numpy >=1.26.4, <=4.0.0
  • onnxruntime <=1.22.1
  • openai >=1.80.1
  • pydantic >=2.10.5,<2.12.0
  • pydantic-settings >=2.2.1,<3
  • pylance >=0.22.0,<=0.36.0
  • pympler >=1.1,<2.0.0
  • pypdf >=4.1.0,<7.0.0
  • python-dotenv >=1.0.1,<2.0.0
  • python-magic-bin <0.5 ; platform_system == 'Windows'
  • python-multipart >=0.0.20,<1.0.0
  • rdflib >=7.1.4,<7.2.0
  • sqlalchemy >=2.0.39,<3.0.0
  • structlog >=25.2.0,<26
  • tenacity >=9.0.0
  • tiktoken >=0.8.0,<1.0.0
  • typing-extensions >=4.12.2,<5.0.0
  • uvicorn >=0.34.0,<1.0.0
  • websockets >=15.0.1,<16.0.0
deployment/helm/docker-compose-helm.yml docker
  • cognee-backend latest
  • pgvector/pgvector pg17
uv.lock pypi
  • 476 dependencies
evals/requirements.txt pypi
  • matplotlib ==3.10.0
  • numpy ==1.26.4
  • pathlib *
  • scipy ==1.11.4
  • seaborn ==0.13.2
evals/src/pyproject.toml pypi
  • cognee ==0.2.0
  • deepeval >=3.2.8
  • dotenv >=0.9.9
  • gdown >=5.2.0
  • graphiti-core >=0.17.8
  • langchain-openai >=0.3.28
  • lightrag-hku [api]>=1.4.1
  • mem0ai >=0.1.114
  • modal >=1.0.5
  • nano-vectordb >=0.0.4.3
  • openai >=1.97.0
  • plotly >=6.2.0
.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
cognee-mcp/uv.lock pypi
  • 265 dependencies
.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
docker-compose.yml docker
  • chromadb/chroma 0.6.3
  • neo4j latest
  • pgvector/pgvector pg17
  • redis 7-alpine
  • redislabs/redisinsight latest
.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
cognee-mcp/Dockerfile docker
  • ghcr.io/astral-sh/uv python3.12-bookworm-slim build
  • python 3.12-slim-bookworm build
distributed/Dockerfile docker
  • python 3.11-slim build
poetry.lock pypi
  • 478 dependencies
cognee/modules/engine/operations/setup.py pypi
cognee-mcp/pyproject.toml pypi
  • cognee [postgres,docs,neo4j]==0.5.0
  • fastmcp >=2.10.0,<3.0.0
  • httpx >=0.27.0,<1.0.0
  • mcp >=1.12.0,<2.0.0
  • uv >=0.6.3,<1.0.0
cognee-starter-kit/pyproject.toml pypi
  • cognee >=0.1.38,<1.0.0