Update README.md

README.md

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----
-title: Llm Chatbot
-emoji: 👀
-colorFrom: indigo
-colorTo: red
-sdk: gradio
-sdk_version: 5.4.0
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# LLM-Based Chat Application
+
+This is a language model-based chat application that provides users with relevant, up-to-date, and easy-to-understand responses by leveraging web search and a powerful language model. The basic flow involves performing a web search using DuckDuckGo, followed by generating a response using the Qwen2.5-0.5b-Instruct language model.
+
+## Features
+
+- **Web Search**: Performs real-time searches using DuckDuckGo to retrieve the latest relevant information.
+- **Language Model Integration**: Uses the `qwen2.5-0.5b-instruct` model for generating accurate and coherent responses.
+- **Simple Interface**: Built with Gradio to offer an easy-to-use web interface for users to interact with the model.
+- **Efficient and Scalable**: Optimized for performance using Intel-specific optimizations via `optimum-intel` and other acceleration libraries.
+
+## Dependencies
+
+The following dependencies are required for running this application:
+
+- `openvino>=2024.2.0`
+- `openvino-tokenizers[transformers]`
+- `torch>=2.1`
+- `datasets`
+- `duckduckgo-search`
+- `langchain-community`
+- `accelerate`
+- `gradio>=4.19`
+- `onnx<=1.16.1` (For Windows platform `sys_platform=='win32'`)
+- `einops`
+- `transformers>=4.43.1`
+- `transformers_stream_generator`
+- `tiktoken`
+- `bitsandbytes`
+- `optimum-intel` (installed via `git+https://github.com/huggingface/optimum-intel.git`)
+- `nncf` (installed via `git+https://github.com/openvinotoolkit/nncf.git`)
+
+## Installation
+
+To install the required dependencies, you can use the following command:
+
+```bash
+pip install -r requirements.txt