diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/.env.example b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/.env.example
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/.env.example
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/.env.example
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/.gitignore b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/.gitignore
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/.gitignore
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/.gitignore
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/README.md b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/README.md
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/README.md
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/README.md
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/docs/images/streaming-ai-chatbot.gif b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/docs/images/streaming-ai-chatbot.gif
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/docs/images/streaming-ai-chatbot.gif
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/docs/images/streaming-ai-chatbot.gif
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/motia-workbench.json b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/motia-workbench.json
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/motia-workbench.json
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/motia-workbench.json
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/package.json b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/package.json
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/package.json
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/package.json
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/steps/ai-response.step.ts b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/steps/ai-response.step.ts
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/steps/ai-response.step.ts
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/steps/ai-response.step.ts
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/steps/chat-api.step.ts b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/steps/chat-api.step.ts
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/steps/chat-api.step.ts
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/steps/chat-api.step.ts
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/steps/conversation.stream.ts b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/steps/conversation.stream.ts
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/steps/conversation.stream.ts
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/steps/conversation.stream.ts
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/tsconfig.json b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/tsconfig.json
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/tsconfig.json
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/tsconfig.json
diff --git a/advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/types.d.ts b/advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/types.d.ts
similarity index 100%
rename from advanced_llm_apps/chat_with_X_tutorials/chat_with_llms/types.d.ts
rename to advanced_llm_apps/chat_with_X_tutorials/streaming_ai_chatbot/types.d.ts