diff --git a/docs/readthedocs/source/doc/LLM/Quickstart/chatchat_quickstart.md b/docs/readthedocs/source/doc/LLM/Quickstart/chatchat_quickstart.md
index 1d465f3e..b43b8cbd 100644
--- a/docs/readthedocs/source/doc/LLM/Quickstart/chatchat_quickstart.md
+++ b/docs/readthedocs/source/doc/LLM/Quickstart/chatchat_quickstart.md
@@ -39,17 +39,30 @@ Follow the guide that corresponds to your specific system and device from the li
#### Step 1: Create Knowledge Base
- Select `Manage Knowledge Base` from the menu on the left, then choose `New Knowledge Base` from the dropdown menu on the right side.
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- Fill in the name of your new knowledge base (example: "test") and press the `Create` button. Adjust any other settings as needed.
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- Upload knowledge files from your computer and allow some time for the upload to complete. Once finished, click on `Add files to Knowledge Base` button to build the vector store. Note: this process may take several minutes.
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#### Step 2: Chat with RAG
You can now click `Dialogue` on the left-side menu to return to the chat UI. Then in `Knowledge base settings` menu, choose the Knowledge Base you just created, e.g, "test". Now you can start chatting.
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diff --git a/docs/readthedocs/source/doc/LLM/Quickstart/dify_quickstart.md b/docs/readthedocs/source/doc/LLM/Quickstart/dify_quickstart.md
index 51952f82..a71b82ea 100644
--- a/docs/readthedocs/source/doc/LLM/Quickstart/dify_quickstart.md
+++ b/docs/readthedocs/source/doc/LLM/Quickstart/dify_quickstart.md
@@ -125,32 +125,30 @@ Open your browser and access the Dify UI at `http://localhost:3000`.
Configure the Ollama URL in `Settings > Model Providers > Ollama`. For detailed instructions on how to do this, see the [Ollama Guide in the Dify Documentation](https://docs.dify.ai/tutorials/model-configuration/ollama).
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Once Ollama is successfully connected, you will see a list of Ollama models similar to the following:
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#### Run a simple RAG
-1. Select the text summarization workflow template from the studio.
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-2. Add a knowledge base and specify the LLM or embedding model to use.
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-3. Enter your input in the workflow and execute it. You'll find retrieval results and generated answers on the right.
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+- Enter your input in the workflow and execute it. You'll find retrieval results and generated answers on the right.
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