Create chatbot_comparison.md

Author: RamiyapriyaS

docs/chatbot_comparison/chatbot_comparison.md

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+# Overview of Document
+
+## Introduction and Purpose of the Document
+
+The purpose of this document is to provide a comprehensive comparison of all popular coding chatbots, helping readers understand the different features each offer.
+
+# Comparison of Chatbots
+
+## General Information on the Chatbots
+
+### GitHub Copilot
+
+1. **Overview**
+2. **Company**
+3. **Installation and Prerequisites and Integration with IDEs**
+4. **Features**
+
+### Anaconda
+
+1. **Overview**
+2. **Company**
+3. **Installation and Prerequisites and Integration with IDEs**
+4. **Features**
+
+### Jupyter-ai
+
+1. **Overview**
+2. **Company**
+3. **Installation and Prerequisites and Integration with IDEs**
+4. **Features**
+
+### Amazon Q and AWS CodeWhisperer
+
+1. **Overview**
+2. **Company**
+3. **Installation and Prerequisites and Integration with IDEs**
+4. **Features**
+
+### Gemini Code Assist
+
+1. **Overview**
+2. **Company**
+3. **Installation and Prerequisites and Integration with IDEs**
+4. **Features**
+
+## Qualitative Comparison of the Chatbots
+
+### GitHub Copilot
+
+1. **Code Development**
+2. **Cross-Platform Capabilities**
+3. **Error Debugging**
+4. **Code Conversion**
+5. **Area of Knowledge**
+6. **Code Optimization**
+7. **Optionally – Accuracy, Consistency**
+
+### Anaconda
+
+1. **Code Development**
+2. **Cross-Platform Capabilities**
+3. **Error Debugging**
+4. **Code Conversion**
+5. **Area of Knowledge**
+6. **Code Optimization**
+7. **Optionally – Accuracy, Consistency**
+
+### Jupyter-ai
+
+1. **Code Development**
+2. **Cross-Platform Capabilities**
+3. **Error Debugging**
+4. **Code Conversion**
+5. **Area of Knowledge**
+6. **Code Optimization**
+7. **Optionally – Accuracy, Consistency**
+
+### Amazon Q and AWS CodeWhisperer
+
+1. **Code Development**
+2. **Cross-Platform Capabilities**
+3. **Error Debugging**
+4. **Code Conversion**
+5. **Area of Knowledge**
+6. **Code Optimization**
+7. **Optionally – Accuracy, Consistency**
+
+### Gemini Code Assist
+
+1. **Code Development**
+2. **Cross-Platform Capabilities**
+3. **Error Debugging**
+4. **Code Conversion**
+5. **Area of Knowledge**
+6. **Code Optimization**
+7. **Optionally – Accuracy, Consistency**
+
+## Quantitative Comparison of the Chatbots
+
+### Table Comparing Chatbots
+
+| Feature                     | GitHub Copilot | Anaconda | Jupyter-ai | Amazon Q and AWS CodeWhisperer | Gemini Code Assist |
+|-----------------------------|----------------|----------|------------|-------------------------------|--------------------|
+| Cost                        |                |          |            |                               |                    |
+| Security                    |                |          |            |                               |                    |
+| Cross-platform Capabilities |                |          |            |                               |                    |
+| Speed                       |                |          |            |                               |                    |
+