Skip to content

Update README.md #96

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
visahak merged 1 commit into from
Mar 17, 2026
Merged

Update README.md #96

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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
Expand Down Expand Up @@ -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.

Expand Down
Loading