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@ -73,7 +73,6 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
| [Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agent) | ☆☆☆ <sup>*Dummy*</sup> | A research agent that can search the web and answer questions | | [Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agent) | ☆☆☆ <sup>*Dummy*</sup> | A research agent that can search the web and answer questions |
| [RAG](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-rag) | ☆☆☆ <sup>*Dummy*</sup> | A simple Retrieval-augmented Generation process | | [RAG](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-rag) | ☆☆☆ <sup>*Dummy*</sup> | A simple Retrieval-augmented Generation process |
| [Batch](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-batch) | ☆☆☆ <sup>*Dummy*</sup> | A batch processor that translates markdown into multiple languages | | [Batch](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-batch) | ☆☆☆ <sup>*Dummy*</sup> | A batch processor that translates markdown into multiple languages |
| [Code Generator](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-code-generator) | ☆☆☆ <sup>*Dummy*</sup> | Generate test cases, implement solutions, and iteratively improve code |
| [Streaming](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-llm-streaming) | ☆☆☆ <sup>*Dummy*</sup> | A real-time LLM streaming demo with user interrupt capability | | [Streaming](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-llm-streaming) | ☆☆☆ <sup>*Dummy*</sup> | A real-time LLM streaming demo with user interrupt capability |
| [Chat Guardrail](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-guardrail) | ☆☆☆ <sup>*Dummy*</sup> | A travel advisor chatbot that only processes travel-related queries | | [Chat Guardrail](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-guardrail) | ☆☆☆ <sup>*Dummy*</sup> | A travel advisor chatbot that only processes travel-related queries |
| [Majority Vote](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-majority-vote) | ☆☆☆ <sup>*Dummy*</sup> | Improve reasoning accuracy by aggregating multiple solution attempts | | [Majority Vote](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-majority-vote) | ☆☆☆ <sup>*Dummy*</sup> | Improve reasoning accuracy by aggregating multiple solution attempts |
@ -85,6 +84,7 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
| [Thinking](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-thinking) | ★☆☆ <sup>*Beginner*</sup> | Solve complex reasoning problems through Chain-of-Thought | | [Thinking](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-thinking) | ★☆☆ <sup>*Beginner*</sup> | Solve complex reasoning problems through Chain-of-Thought |
| [Memory](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-memory) | ★☆☆ <sup>*Beginner*</sup> | A chat bot with short-term and long-term memory | | [Memory](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-memory) | ★☆☆ <sup>*Beginner*</sup> | A chat bot with short-term and long-term memory |
| [Text2SQL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-text2sql) | ★☆☆ <sup>*Beginner*</sup> | Convert natural language to SQL queries with an auto-debug loop | | [Text2SQL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-text2sql) | ★☆☆ <sup>*Beginner*</sup> | Convert natural language to SQL queries with an auto-debug loop |
| [Code Generator](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-code-generator) | ☆☆☆ <sup>*Dummy*</sup> | Generate test cases, implement solutions, and iteratively improve code |
| [MCP](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-mcp) | ★☆☆ <sup>*Beginner*</sup> | Agent using Model Context Protocol for numerical operations | | [MCP](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-mcp) | ★☆☆ <sup>*Beginner*</sup> | Agent using Model Context Protocol for numerical operations |
| [A2A](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-a2a) | ★☆☆ <sup>*Beginner*</sup> | Agent wrapped with A2A protocol for inter-agent communication | | [A2A](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-a2a) | ★☆☆ <sup>*Beginner*</sup> | Agent wrapped with A2A protocol for inter-agent communication |
| [Streamlit HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-streamlit-hitl) | ★☆☆ <sup>*Beginner*</sup> | Streamlit app for human-in-the-loop review | | [Streamlit HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-streamlit-hitl) | ★☆☆ <sup>*Beginner*</sup> | Streamlit app for human-in-the-loop review |