6e69daa527
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## Description
Make payload information optional when searching vector databases to
optimize performance
## 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 -->
- [ ] **I have tested my changes thoroughly before submitting this PR**
- [ ] **This PR contains minimal changes necessary to address the
issue/feature**
- [ ] My code follows the project's coding standards and style
guidelines
- [ ] 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
- [ ] 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.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
# Release Notes
* **New Features**
* Added optional `include_payload` parameter to search operations across
all vector database implementations. When enabled, search results
include complete payload data; disabled by default for improved
performance.
* **Improvements**
* Enhanced result efficiency by making payload optional in search
results.
* Standardized edge identifier generation for consistent graph
operations.
* Optimized data lookups to use direct IDs instead of payload
extraction.
<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
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| .. | ||
| context | ||
| data | ||
| databases | ||
| engine | ||
| entities | ||
| files | ||
| llm | ||
| loaders | ||
| utils | ||
| __init__.py | ||