diff --git a/README.md b/README.md
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@@ -71,9 +71,10 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
| [Workflow](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-workflow) | ☆☆☆
*Dummy* | A writing workflow that outlines, writes content, and applies styling |
| [Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agent) | ☆☆☆
*Dummy* | A research agent that can search the web and answer questions |
| [RAG](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-rag) | ☆☆☆
*Dummy* | A simple Retrieval-augmented Generation process |
-| [Map-Reduce](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-map-reduce) | ☆☆☆
*Dummy* | A resume qualification processor using map-reduce pattern for batch evaluation |
+| [Batch](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-batch) | ☆☆☆
*Dummy* | A batch processor that translates markdown content into multiple languages |
| [Streaming](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-llm-streaming) | ☆☆☆
*Dummy* | A real-time LLM streaming demo with user interrupt capability |
| [Chat Guardrail](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-guardrail) | ☆☆☆
*Dummy* | A travel advisor chatbot that only processes travel-related queries |
+| [Map-Reduce](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-map-reduce) | ★☆☆
*Beginner* | A resume qualification processor using map-reduce pattern for batch evaluation |
| [Multi-Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-multi-agent) | ★☆☆
*Beginner* | A Taboo word game for asynchronous communication between two agents |
| [Supervisor](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-supervisor) | ★☆☆
*Beginner* | Research agent is getting unreliable... Let's build a supervision process|
| [Parallel](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-parallel-batch) | ★☆☆
*Beginner* | A parallel execution demo that shows 3x speedup |