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Update README.md (#96)
Changes in the documentation.
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README.md

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