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<!-- .github/pull_request_template.md --> ## Description <!-- Provide a clear description of the changes in this PR --> # Add Support for ChromaDB ## Summary This PR adds support for ChromaDB as a vector database option in the Cognee application. ChromaDB is a modern, open-source embedding database designed for AI applications. ## Changes - Created a new ChromaDBAdapter implementation for vector database operations - Added comprehensive test suite for ChromaDB functionality - Updated docker-compose.yml to include ChromaDB service - Modified environment configuration to support ChromaDB settings - Updated vector engine creation logic to support ChromaDB as an option ## Technical Details - Implemented `ChromaDBAdapter.py` (347 lines) with full CRUD operations for vector data - Created test suite (`test_chromadb.py`) with 171 lines of test coverage - Updated vector engine creation process to dynamically select ChromaDB when configured - Modified settings router to accommodate new database option - Updated environment template with ChromaDB configuration options ## Docker Changes - Added ChromaDB service to docker-compose.yml with appropriate configuration This PR enhances Cognee's flexibility by providing an alternative vector database option, allowing users to choose the most appropriate database for their specific use case. ## 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 Tested with UI + tests. <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit - **New Features** - Expanded vector database integration by adding support for Chromadb, enabling enhanced data management and search functionalities. - **Tests** - Added automated tests to validate the Chromadb integration and related operations. - **Chores** - Updated configuration guidance and dependency management to include Chromadb. - Provided an optional container deployment template for Chromadb. - Added a new entry to ignore the `.chromadb_data/` directory in version control. - Introduced a new GitHub Actions workflow for testing Chromadb integration. <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Co-authored-by: hajdul88 <52442977+hajdul88@users.noreply.github.com> Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com> |
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