- Fix async context manager in graph_data_operations.py clear_data function
- Correct import paths for Gemini and Voyage embedders in factories.py
- Move LLM provider dependencies to optional-dependencies section
- Add sentence-transformers as optional dependency for local embeddings
- Update README with optional dependency installation instructions
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Updates MCP server factories, pyproject.toml, and README.md to improve configuration handling and documentation clarity.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Major improvements to the Graphiti MCP server configuration:
Configuration System:
- Add YAML-based configuration with config.yaml
- Support environment variable expansion in YAML (${VAR_NAME} syntax)
- Implement hierarchical configuration: CLI > env > YAML > defaults
- Add pydantic-settings for robust configuration management
Multi-Provider Support:
- Add factory pattern for LLM clients (OpenAI, Anthropic, Gemini, Groq, Azure)
- Add factory pattern for embedder clients (OpenAI, Azure, Gemini, Voyage)
- Add factory pattern for database drivers (Neo4j, FalkorDB)
- Graceful handling of unavailable providers
Code Improvements:
- Refactor main server to use unified configuration system
- Remove obsolete graphiti_service.py with hardcoded Neo4j configs
- Clean up deprecated type hints and fix all lint issues
- Add comprehensive test suite for configuration loading
Documentation:
- Update README with concise configuration instructions
- Add VS Code integration example
- Remove overly verbose separate documentation
Docker Updates:
- Update Dockerfile to include config.yaml
- Enhance docker-compose.yml with provider environment variables
- Support configuration volume mounting
Breaking Changes:
- None - full backward compatibility maintained
- All existing CLI arguments and environment variables still work
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix: remove global DEFAULT_DATABASE usage in favor of driver-specific
config
Fixes bugs introduced in PR #607. This removes reliance on the global
DEFAULT_DATABASE environment variable. It specifies the database within
each driver. PR #607 introduced a Neo4j compatability, as the database
names are different when attempting to support FalkorDB.
This refactor improves compatability across database types and ensures
future reliance by isolating the configuraiton to the driver level.
* fix: make falkordb support optional
This ensures that the the optional dependency and subsequent import is compliant with the graphiti-core project dependencies.
* chore: fmt code
* chore: undo changes to uv.lock
* fix: undo potentially breaking changes to drive interface
* fix: ensure a default database of "None" is provided - falling back to internal default
* chore: ensure default value exists for session and delete_all_indexes
* chore: fix typos and grammar
* chore: update package versions and dependencies in uv.lock and bulk_utils.py
* docs: update database configuration instructions for Neo4j and FalkorDB
Clarified default database names and how to override them in driver constructors. Updated testing requirements to include specific commands for running integration and unit tests.
* fix: ensure params defaults to an empty dictionary in Neo4jDriver
Updated the execute_query method to initialize params as an empty dictionary if not provided, ensuring compatibility with the database configuration.
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Co-authored-by: Urmzd <urmzd@dal.ca>
Updated the error and success responses in various functions to utilize structured response classes (ErrorResponse, SuccessResponse, FactSearchResponse, EpisodeSearchResponse, StatusResponse) for improved consistency and clarity. Incremented version in pyproject.toml to 0.2.1.
* Add GitHub Actions workflow for building and pushing MCP Server Docker image
This commit introduces a new workflow that triggers on changes to the pyproject.toml file in the main branch. It builds and pushes the Docker image to Docker Hub, extracting the version from the pyproject.toml and setting up necessary permissions and steps for the process.
* Add workflow_dispatch input to MCP Server Docker workflow
This commit adds an optional input parameter, `push_image`, to the GitHub Actions workflow for the MCP Server Docker image. This allows users to control whether to push the image to the registry during manual workflow dispatch, enhancing flexibility for testing purposes.
* Update Docker workflow conditions and increment version to 0.2.0
This commit modifies the MCP Server Docker workflow to include the `push_image` input conditionally for both pull requests and manual dispatches. Additionally, the version in `pyproject.toml` is updated from 0.1.0 to 0.2.0 to reflect the changes made.
* Remove unnecessary package write permission from MCP Server Docker workflow
* Add permissions for packages, actions, and security events in MCP Server Docker workflow
* Update MCP Server Docker workflow to use Ubuntu 24.04 for build environment
* Update MCP Server Docker workflow permissions to include id-token write access
* Remove unused cache configuration from MCP Server Docker workflow
* Update dependencies in pyproject.toml and uv.lock: bump graphiti-core to 0.14.0, add backoff and posthog packages, and update related version specifications.
* Update Dockerfile to change ownership command for app directory to verbose mode
* update graphiti dep
* - Introduce SEMAPHORE_LIMIT environment variable in graphiti_mcp_server.py to manage concurrency and mitigate 429 rate limit errors.
- Document SEMAPHORE_LIMIT usage in README.md for better user guidance.
* Log the concurrency limit in Graphiti initialization for better visibility.
* Document SEMAPHORE_LIMIT environment variable in README.md to clarify its role in managing episode processing concurrency and handling 429 rate limit errors.
* add azure open ai dependency
* update readme
* Create support for azure open ai endpoints
* fix: formatting
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Co-authored-by: paulpaliychuk <pavlo.paliychuk.ca@gmail.com>
