- Remove `verbose` parameter from Agents() calls across all examples
- Remove `markdown` parameter from Agent() initialization
- Change `model` to `llm` in observability example
- Remove unused `kind` parameter from obs.span()
- Fix thinking_budget initialization to use property setter instead of constructor
- Add missing `instructions` parameter to routellm_example.py Agent
- Add graph memory configuration support to Memory class
- Enhanced Knowledge class with graph store support
- Added optional graph dependency group in pyproject.toml
- Comprehensive examples demonstrating graph memory usage
- Maintained full backward compatibility
- Added test scripts to verify implementation
Supports Neo4j and Memgraph as graph store providers.
Install with: pip install "praisonaiagents[graph]"
Co-authored-by: MervinPraison <[email protected]>