diff --git a/README.md b/README.md index c001b86d..4ea64505 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@ Kaizen is a system designed to help agents improve over time by learning from th - **MCP Server**: Exposes tools to get guidelines and save trajectories. - **Conflict Resolution**: Intelligently merges new insights with existing guidelines using LLMs. -- **Trajectory Analysis**: Automatically analyzes agent trajectories to generate tips and best practices. +- **Trajectory Analysis**: Automatically analyzes agent trajectories to generate guidelines and best practices. - **Milvus Integration**: Uses Milvus (or Milvus Lite) for efficient vector storage and retrieval. ## Architecture @@ -52,7 +52,7 @@ npx @modelcontextprotocol/inspector@latest http://127.0.0.1:8201/sse --cli --met **Available tools:** - `get_entities(task: str, entity_type: str)`: Get relevant entities for a specific task, filtered by type (e.g., 'guideline', 'policy'). - `get_guidelines(task: str)`: Get relevant guidelines for a specific task (backward compatibility alias). -- `save_trajectory(trajectory_data: str, task_id: str | None)`: Save a conversation trajectory and generate new tips. +- `save_trajectory(trajectory_data: str, task_id: str | None)`: Save a conversation trajectory and generate new guidelines. - `create_entity(content: str, entity_type: str, metadata: str | None, enable_conflict_resolution: bool)`: Create a single entity in the namespace. - `delete_entity(entity_id: str)`: Delete a specific entity by its ID.