cognee/.github
hajdul88 001fbe699e
feat: Adds edge centered payload and embedding structure during ingestion (#1853)
<!-- .github/pull_request_template.md -->

## Description
This pull request introduces edge‑centered payloads to the ingestion
process. Payloads are stored in the Triplet_text collection which is
compatible with the triplet_embedding memify pipeline.

Changes in This PR:

- Refactored custom edge handling, from now on they can be passed to the
add_data_points method so the ingestion is centralized and is happening
in one place.
- Added private methods to handle edge centered payload creation inside
the add_data_points.py
- Added unit tests to cover the new functionality
- Added integration tests
- Added e2e tests

Acceptance Criteria and Testing
Scenario 1:
-Set TRIPLET_EMBEDDING env var to True
-Run prune, add, cognify
-Verify the vector DB contains a non empty Triplet_text collection and
the number of triplets are matching with the number of edges in the
graph database
-Use the new triplet_completion search type and confirm it works
correctly.

Scenario 2:
-Set TRIPLET_EMBEDDING env var to True
-Run prune, add, cognify
-Verify the vector DB does not have the Triplet_text collection 
-You should receive an error indicating that the Triplet_text is not
available


## 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)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Code refactoring
- [ ] Performance improvement
- [ ] Other (please specify):

## Screenshots/Videos (if applicable)
<!-- Add screenshots or videos to help explain your changes -->

## Pre-submission Checklist
<!-- Please check all boxes that apply before submitting your PR -->
- [x] **I have tested my changes thoroughly before submitting this PR**
- [x] **This PR contains minimal changes necessary to address the
issue/feature**
- [x] My code follows the project's coding standards and style
guidelines
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] I have added necessary documentation (if applicable)
- [x] All new and existing tests pass
- [x] I have searched existing PRs to ensure this change hasn't been
submitted already
- [x] I have linked any relevant issues in the description
- [x] 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.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **New Features**
* Triplet embeddings supported—embeddings created from graph edges plus
connected node text
  * Ability to supply custom edges when adding data points
  * New configuration toggle to enable/disable triplet embedding

* **Tests**
* Added comprehensive unit and end-to-end tests for edge-centered
payloads and triplet embedding
  * New CI job to run the edge-centered payload e2e test

* **Bug Fixes**
* Adjusted server start behavior to surface process output in parent
logs

<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Co-authored-by: Pavel Zorin <pazonec@yandex.ru>
2025-12-10 17:10:06 +01:00
..
actions CI: uv lock check. Pre-test workflow. 2025-12-04 11:47:35 +01:00
ISSUE_TEMPLATE Merge branch 'main' into main-merge-vol7 2025-10-07 19:56:38 +02:00
workflows feat: Adds edge centered payload and embedding structure during ingestion (#1853) 2025-12-10 17:10:06 +01:00
core-team.txt added auto tagging 2025-09-16 16:16:25 -07:00
pull_request_template.md Chore: Acceptance Criteria for PRs 2025-11-12 13:35:04 +01:00
README_WORKFLOW_MIGRATION.md feat: New tests (#678) 2025-04-10 10:52:48 +02:00
release-drafter.yml added CI label 2025-11-21 15:04:32 +01:00