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: 23.619334697711842
Last synced: about 24 hours ago
JSON representation
Repository metadata:
Memory for AI Agents in 6 lines of code
- Host: GitHub
- URL: https://github.com/topoteretes/cognee
- Owner: topoteretes
- License: apache-2.0
- Created: 2023-08-16T16:16:33.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-12-28T20:48:08.000Z (about 1 month ago)
- Last Synced: 2025-12-28T21:31:49.738Z (about 1 month ago)
- Topics: 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
- Language: Python
- Homepage: https://docs.cognee.ai
- Size: 115 MB
- Stars: 10,647
- Watchers: 55
- Forks: 980
- Open Issues: 31
-
Metadata Files:
- Readme: .github/README_WORKFLOW_MIGRATION.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
- Notice: NOTICE.md
- Agents: AGENTS.md
- Dco: DCO.md
Owner metadata:
- Name: Topoteretes
- Login: topoteretes
- Email:
- Kind: organization
- Description: Generative AI company
- Website: https://topoteretes.com
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/125468716?v=4
- Repositories: 1
- Last Synced at: 2023-04-26T12:59:00.594Z
- Profile URL: https://github.com/topoteretes
Committers metadata
Last synced: about 2 months ago
Total Commits: 3,224
Total Committers: 74
Avg Commits per committer: 43.568
Development Distribution Score (DDS): 0.687
Commits in past year: 1,970
Committers in past year: 56
Avg Commits per committer in past year: 35.179
Development Distribution Score (DDS) in past year: 0.772
| Name | Commits | |
|---|---|---|
| Vasilije | 8****0 | 1010 |
| Igor Ilic | i****3@g****m | 622 |
| hajdul88 | 5****8 | 395 |
| Boris Arzentar | b****r@g****m | 342 |
| Daulet Amirkhanov | d****1@g****m | 190 |
| Leon Luithlen | l****n@t****m | 142 |
| lxobr | 1****r | 70 |
| Geoff-Robin | j****4@g****m | 69 |
| alekszievr | 4****r | 68 |
| Hande | 1****k | 54 |
| Andrej Milicevic | m****i@A****l | 37 |
| Andrej Milicevic | m****j@y****m | 33 |
| Rita Aleksziev | a****r@g****m | 26 |
| Daniel Molnar | s****a@g****m | 17 |
| Neeraj Gopalakrishnan | 9****1 | 14 |
| dependabot[bot] | 4****] | 10 |
| Aniruddha Mandal | a****1@g****m | 9 |
| Pavel Zorin | p****c@y****u | 9 |
| David Myriel | d****l@g****m | 7 |
| SJ | 2****a | 5 |
| chinu0609 | c****2@g****m | 5 |
| Dmitrii Galkin | 3****G | 4 |
| Ikko Eltociear Ashimine | e****r@g****m | 4 |
| Matea Pesic | 8****6 | 4 |
| EricXiao | 7****5 | 4 |
| Fardeen Malik | 1****k | 4 |
| Raj Mandhare | 9****4 | 4 |
| Hassan | 2****4@f****k | 3 |
| Mohammad | m****i@p****l | 3 |
| RuhiJain | 1****4 | 3 |
| and 44 more... | ||
Issue and Pull Request metadata
Last synced: 26 days 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
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
- Total packages: 2
-
Total downloads:
- pypi: 22,909 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 146
- Total maintainers: 1
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: v0.5.1 (published about 2 months ago)
- Last Synced: 2026-01-01T15:09:29.011Z (about 1 month ago)
- Versions: 60
- 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 Software License
- Latest release: 0.5.1 (published about 2 months ago)
- Last Synced: 2026-01-01T15:08:58.934Z (about 1 month ago)
- Versions: 86
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 22,909 Last month
-
Rankings:
- Dependent packages count: 9.713%
- Average: 36.897%
- Dependent repos count: 64.082%
- Maintainers (1)
Dependencies
- ./.github/actions/image_builder * composite
- actions/checkout v3 composite
- aws-actions/configure-aws-credentials v1 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- python 3.11-slim build
- 174 dependencies
- boto3 ^1.26.125
- deep-translator ^1.11.4
- deepeval ^0.10.12
- dlt ^0.3.8
- fastapi 0.98.0
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- googlemaps 4.10.0
- gptcache ^0.1.22
- gunicorn ^20.1.0
- humanize ^4.8.0
- jinja2 3.1.2
- langchain v0.0.271
- marvin ^1.3.0
- nltk 3.8.1
- openai 0.27.8
- pexpect ^4.8.0
- pinecone-client 2.2.2
- playwright ^1.32.1
- pymupdf ^1.23.3
- pypdf ^3.12.0
- pytest-playwright ^0.3.3
- python ^3.10
- python-dotenv 1.0.0
- python-jose ^3.3.0
- python-multipart ^0.0.6
- pyyaml 6.0
- redis ^4.5.5
- replicate ^0.8.4
- selenium ^4.9.0
- spacy ^3.5.3
- tiktoken ^0.4.0
- uvicorn 0.22.0
- weaviate-client ^3.22.1