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## Description
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Falkordb adapter didn't work on main repo, but we have it working on
community. Decision was to remove it from main repo, so it is removed.
## Type of Change
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- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [x] Code refactoring
- [ ] Performance improvement
- [ ] Other (please specify):
## Changes Made
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-
## Testing
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## Screenshots/Videos (if applicable)
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## Description
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Update default tutorial:
1. Use tutorial from [notebook_tutorial
branch](https://github.com/topoteretes/cognee/blob/notebook_tutorial/notebooks/tutorial.ipynb),
specifically - it's .zip version with all necessary data files
2. Use Jupyter Notebook `Notebook` abstractions to read, and map `ipynb`
into our Notebook model
3. Dynamically update starter notebook code blocks that reference
starter data files, and swap them with local paths to downloaded copies
4. Test coverage
| Before | After (storage backend = local) | After (s3) |
|--------|---------------------------------|------------|
| <img width="613" height="546" alt="Screenshot 2025-09-17 at 01 00 58"
src="https://github.com/user-attachments/assets/20b59021-96c1-4a83-977f-e064324bd758"
/> | <img width="1480" height="262" alt="Screenshot 2025-09-18 at 13 01
57"
src="https://github.com/user-attachments/assets/bd56ea78-7c6a-42e3-ae3f-4157da231b2d"
/> | <img width="1485" height="307" alt="Screenshot 2025-09-18 at 12 56
08"
src="https://github.com/user-attachments/assets/248ae720-4c78-445a-ba8b-8a2991ed3f80"
/> |
## File Replacements
### S3 Demo
https://github.com/user-attachments/assets/bd46eec9-ef77-4f69-9ef0-e7d1612ff9b3
---
### Local FS Demo
https://github.com/user-attachments/assets/8251cea0-81b3-4cac-a968-9576c358f334
## Type of Change
<!-- Please check the relevant option -->
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- [ ] Code refactoring
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- [ ] Other (please specify):
## Changes Made
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-
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## Description
Update rel db example with better info
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## Description
PR from user jspv, running it through our branch to test CI/CD
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## Description
Removes unused properies from node and edge pydantic models.
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## Description
Resolve issue with missing name if no attribute
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## Description
Add fixes for logger, specifically:
- Add handler when users don't have microseconds
- Resolve issue with multiprocess logging
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## Description
- Fixes MCP server communication issue by switching to sys.stderr ( as
is default for python loggin )
- Adds needed api optional dependency for fastapi users
- Removes lock file as a new one will need to be made after new Cognee
release with api optional dependency
- Adds log file location to MCP tool call answer
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## Description
Add logging to logs file
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