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Update README.md

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  <p align="center">
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  <!-- Smaller size image -->
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- <img src="https://imgs.search.brave.com/gWS4X6Lg7roNiSIGQ8yaql-TSBdyhM7COq4wQkMIP1g/rs:fit:860:0:0:0/g:ce/aHR0cHM6Ly90My5m/dGNkbi5uZXQvanBn/LzAyLzU0LzExLzQ4/LzM2MF9GXzI1NDEx/NDg5MF9RRkU2UWdr/aExmY0JoNGZFSnBo/MHpubTVUV2tidTJj/QS5qcGc" alt="Image" style="width:500px; height:300px;">
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  </p>
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  This project implements a voice assistant that uses Retrieval-Augmented Generation (RAG) and speech recognition to provide responses to user queries. The assistant can listen to voice input, process it, and respond with synthesized speech based on the knowledge base you passed.
@@ -46,6 +46,11 @@ Before running this project, make sure you have the following dependencies insta
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  - FAISS
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  - Ollama
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  # How to get started with project
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  1. Clone this repository.
 
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  <p align="center">
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  <!-- Smaller size image -->
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+ <img width=640 src="https://imgs.search.brave.com/gWS4X6Lg7roNiSIGQ8yaql-TSBdyhM7COq4wQkMIP1g/rs:fit:860:0:0:0/g:ce/aHR0cHM6Ly90My5m/dGNkbi5uZXQvanBn/LzAyLzU0LzExLzQ4/LzM2MF9GXzI1NDEx/NDg5MF9RRkU2UWdr/aExmY0JoNGZFSnBo/MHpubTVUV2tidTJj/QS5qcGc" alt="Image" style="width:500px; height:300px;">
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  </p>
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  This project implements a voice assistant that uses Retrieval-Augmented Generation (RAG) and speech recognition to provide responses to user queries. The assistant can listen to voice input, process it, and respond with synthesized speech based on the knowledge base you passed.
 
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  - FAISS
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  - Ollama
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+ <p align="center">
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+ <!-- Smaller size image -->
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+ <img width=640 src="https://huggingface.co/foduucom/VoiceGrit/blob/main/Flow%20chart%205.jpg" alt="Image" style="width:500px; height:300px;">
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+ </p>
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+
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  # How to get started with project
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  1. Clone this repository.