Update README.md

README.md

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-# python-ollama
 
-LLM Model details:
+# Python RAG Applications using Ollama
 
-I have combined multiple notebook files to create RAG application using python and Ollama with Langchain.
+Welcome to the **Python RAG Apps using Ollama** repository! This project showcases various applications of Retrieval-Augmented Generation (RAG) using the Ollama framework.
 
-Feel free to download and tweak as per your need.
+## Table of Contents
 
+- Introduction
+- Features
+- Installation
+- Usage
+- Examples
+- Contributing
+- License
+- Contact
+
+## Introduction
+
+This repository contains a collection of Python applications that leverage the power of Retrieval-Augmented Generation (RAG) using the Ollama framework. RAG combines the strengths of retrieval-based and generation-based models to provide more accurate and contextually relevant responses.
+
+## Features
+
+- **High Accuracy**: Combines retrieval and generation for precise results.
+- **Scalability**: Easily scalable to handle large datasets.
+- **Flexibility**: Supports various use cases including chatbots, Q&A systems, and more.
+- **Integration**: Seamlessly integrates with existing Python projects.
+
+## Installation
+
+To get started, clone the repository and install the required dependencies:
+
+```bash
+git clone https://github.com/yourusername/python-rag-apps-using-ollama.git
+cd python-rag-apps-using-ollama
+pip install -r requirements.txt
+```
+
+## Usage
+
+Here's a basic example of how to use the RAG model in your application:
+
+```python
+from ollama import RAGModel
+
+# Initialize the model
+model = RAGModel()
+
+# Example query
+query = "What is the capital of France?"
+
+# Get the response
+response = model.generate(query)
+print(response)
+```
+
+## Examples
+
+Check out the `examples` directory for more detailed use cases and applications.
+
+## Contributing
+
+We welcome contributions! Please read our Contributing Guidelines for more details.
+
+## License
+
+This project is licensed under the MIT License - see the LICENSE file for details.
+
+## Contact
+
+For any questions or suggestions, feel free to open an issue or contact us at [email protected].