A chatbot application that integrates Google's Gemini API with MediaWiki API (Wikipedia) to provide comprehensive, transparent and explainable AI responses with chain-of-thought reasoning capabilities.

• AI Agent Integration: Combines Wikipedia data with Gemini AI for comprehensive responses
• Chain-of-Thought Reasoning: See how the AI thinks through its responses step by step
• Toggle Reasoning: Show or hide the reasoning process with a simple click
• Wikipedia Integration: Enhances responses with information from Wikipedia
• Sidebar API Key Input: Easily add your Gemini API key through the user interface
• Clean UI: Built with React, Tailwind CSS, and shadcn/ui for a modern user experience

1. Clone the repository:

git clone [<repository-url>](https://github.com/aashif000/Wiki_AI_Agent/master/)
cd gemini-thoughts-assistant

2. Install dependencies:

npm install

3. Start the development server:

npm run dev

4. Set up your Gemini API key:
   • Sign up for a Gemini API key at https://ai.google.dev/
   • Add your API key directly through the sidebar in the application
   • Your API key will be stored securely in your browser's localStorage

This project uses the following key dependencies:

• React and React DOM
• TypeScript
• TanStack Query (React Query)
• shadcn/ui components
• Tailwind CSS
• Lucide React (for icons)
• html-entities (for processing Wikipedia content)
• UUID (for generating unique message IDs)

The application works as an AI agent by:

1. When a user asks a question, it first searches Wikipedia using the MediaWiki API
2. If relevant information is found, it provides this to the Gemini AI as context
3. Gemini AI generates a response with chain-of-thought reasoning
4. The combined response is displayed to the user, with the option to show/hide the reasoning process

This approach gives the benefits of both factual information from Wikipedia and the reasoning capabilities of Gemini AI.

The application uses the MediaWiki Action API to fetch data from Wikipedia:

• Searches for articles relevant to user queries
• Extracts summaries and detailed sections
• Provides source links and related topics

Google's Gemini API is used for:

• Generating structured responses with reasoning
• Enhancing Wikipedia content with additional explanations
• Providing fallback responses when Wikipedia doesn't have relevant information

• Modify the system prompt in src/lib/gemini.ts to adjust how the AI generates responses
• Adjust the Gemini API parameters (temperature, topK, etc.) to control the creativity and diversity of responses
• Customize the UI components in the src/components directory
• Add additional MediaWiki query parameters in src/lib/mediaWiki.ts for more detailed information

This project is licensed under the MIT License - see the LICENSE file for details.