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## Description
This PR introduces a new memify pipeline to save cache sessions in
cognee. The QA sessions are added to the main knowledge base as separate
documents.
## Type of Change
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- [ ] Bug fix (non-breaking change that fixes an issue)
- [x] New feature (non-breaking change that adds functionality)
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functionality to change)
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- [ ] Code refactoring
- [ ] Performance improvement
- [ ] Other (please specify):
## Screenshots/Videos (if applicable)
None
## Pre-submission Checklist
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issue/feature**
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## Description
Add run_custom_pipeline to have a way to execute a custom collection of tasks in Cognee
## 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
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## Screenshots/Videos (if applicable)
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## Pre-submission Checklist
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## Description
Added a test timeout for Soft and Hard deletion integration tests. They
occasionally hand. It's a temporary solution to unblock the CI. The
reason of hanging will be solved within a separate issue.
## Type of Change
<!-- Please check the relevant option -->
- [ ] Bug fix (non-breaking change that fixes an issue)
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functionality to change)
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CI improvement
## Screenshots/Videos (if applicable)
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## Description
Adds detailed logging to docker
## Type of Change
<!-- Please check the relevant option -->
- [ X] 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)
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- [ ] Code refactoring
- [ ] Performance improvement
- [ ] Other (please specify):
## Screenshots/Videos (if applicable)
<!-- Add screenshots or videos to help explain your changes -->
## Pre-submission Checklist
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guidelines
- [ ] I have added tests that prove my fix is effective or that my
feature works
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- [ ] All new and existing tests pass
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submitted already
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## Description
Reduces the amount of macOS and Windows jobs by running these tests only
for the latest python version in the list.
`different-os-tests-basic` runs tests on ubuntu and python `'["3.10.x",
"3.11.x", "3.12.x", "3.13.x"]'`
`different-os-tests-extended` runs windows and macOS tests for python
`3.13.x`.
<img width="255" height="385" alt="Screenshot 2025-10-31 at 12 36 11"
src="https://github.com/user-attachments/assets/73813d69-70a1-40a6-8197-b323ddc7d365"
/>
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DO NOT use AI-generated descriptions. We want to understand your thought
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## Type of Change
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- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
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functionality to change)
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- [ ] Performance improvement
- [ ] Other (please specify):
## Screenshots/Videos (if applicable)
<!-- Add screenshots or videos to help explain your changes -->
## Pre-submission Checklist
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## Description
<!--
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DO NOT use AI-generated descriptions. We want to understand your thought
process and reasoning.
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## Type of Change
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## Screenshots/Videos (if applicable)
<!-- Add screenshots or videos to help explain your changes -->
## Pre-submission Checklist
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feature works
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submitted already
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the terms of the Topoteretes Developer Certificate of Origin.
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## Description
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this PR.
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## Type of Change
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- [ ] New feature (non-breaking change that adds functionality)
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## Description
Merge main into dev branch
## Type of Change
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## Description
Resolve issue with text file classification
## Type of Change
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- [ ] Bug fix (non-breaking change that fixes an issue)
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- [ ] Breaking change (fix or feature that would cause existing
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## Description
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- Added an `edge_text` field to edges that auto-fills from
`relationship_type` if not provided.
- Containts edges now store descriptions for better embedding
- Updated and refactored indexing so that edge_text gets embedded and
exposed
- Updated retrieval to use the new embeddings
- Added a test to verify edge_text exists in the graph with the correct
format.
## Type of Change
<!-- Please check the relevant option -->
- [ ] Bug fix (non-breaking change that fixes an issue)
- [x] New feature (non-breaking change that adds functionality)
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- [x] Performance improvement
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issue/feature**
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guidelines
- [x] I have added tests that prove my fix is effective or that my
feature works
- [ ] I have added necessary documentation (if applicable)
- [ ] All new and existing tests pass
- [x] I have searched existing PRs to ensure this change hasn't been
submitted already
- [ ] I have linked any relevant issues in the description
- [ ] My commits have clear and descriptive messages
## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.
