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changes made in readme.md

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README.md CHANGED
@@ -9,7 +9,7 @@ app_file: app.py
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  pinned: false
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  ---
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- # Multi-Document Retrieval with Watsonx
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  **A Streamlit-powered app for querying multiple document types using Watsonx and LangChain.**
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@@ -20,7 +20,7 @@ This project allows users to upload various file formats (PDFs, DOCX, CSV, JSON,
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  ## Live App
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  [Link to live app](https://huggingface.co/spaces/RAHMAN00700/Chat-with-Multiple-Documents-Using-Streamlit-and-Watsonx)
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- ![GUI image](assets/Screenshot_31.jpg)
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  ---
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  ## Features
@@ -50,6 +50,7 @@ Follow these steps to clone and run the project locally:
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  git clone https://github.com/Abd-al-RahmanH/Multi-Doc-Retrieval-Watsonx.git
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  cd Multi-Doc-Retrieval-Watsonx
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  ```
 
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  ### Install Dependencies
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@@ -93,6 +94,7 @@ WATSONX_PROJECT_ID=<your_watsonx_project_id>
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  2. **Select Model and Parameters**: Choose a Watsonx model and configure settings like output tokens and decoding methods.
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  3. **Ask Questions**: Enter queries in the chat input to retrieve answers based on the uploaded document.
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  ---
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  ## Project Structure
 
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  pinned: false
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  ---
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+ # Multi-Document Retrieval with Watsonx 😻
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  **A Streamlit-powered app for querying multiple document types using Watsonx and LangChain.**
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  ## Live App
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  [Link to live app](https://huggingface.co/spaces/RAHMAN00700/Chat-with-Multiple-Documents-Using-Streamlit-and-Watsonx)
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+ ![GUI image](assets/1.jpg)
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  ---
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  ## Features
 
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  git clone https://github.com/Abd-al-RahmanH/Multi-Doc-Retrieval-Watsonx.git
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  cd Multi-Doc-Retrieval-Watsonx
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  ```
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+ ![Github cloning](assets/2.jpg)
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  ### Install Dependencies
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  2. **Select Model and Parameters**: Choose a Watsonx model and configure settings like output tokens and decoding methods.
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  3. **Ask Questions**: Enter queries in the chat input to retrieve answers based on the uploaded document.
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+ ![How to use](assets/3.jpg)
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  ---
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  ## Project Structure
assets/{Screenshot_31.jpg → 1.jpg} RENAMED
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assets/2.jpg ADDED
assets/3.jpg ADDED
assets/backup.jpg ADDED