A fully functional API designed to power a chatbot interface with Retrieval-Augmented Generation (RAG) capabilities. The API will enable seamless integration with the chatbot, allowing it to retrieve relevant information from external knowledge sources (such as databases or documents) and generate responses based on both retrieved data and AI-powered language generation. Key Features: API Endpoints: Well-documented endpoints for chatbot queries and retrieval. RAG Integration: Efficient retrieval mechanisms combined with generative AI to provide accurate, context-aware responses. Scalability: Designed to handle multiple concurrent users and requests. Security: Includes authentication methods to ensure data security. Documentation: Comprehensive API documentation for easy integration and use.