RAG Conception AI Query API is a FastAPI-based application designed to handle natural language queries using advanced AI models. It integrates with OpenAI's GPT-3.5-turbo for text processing, FAISS for vector storage, and provides additional features such as product pricing calculations and Freshdesk integration.
- Natural Language Processing: Uses LangChain and OpenAI's GPT-3.5-turbo model to process user queries.
- Vector Database: Implements FAISS for efficient similarity search over document embeddings.
- Product Pricing: Provides an endpoint to calculate product prices based on product codes and quantities.
- Freshdesk Integration: Allows interaction with Freshdesk for ticket management and customer support automation.
- CORS Support: Configured to allow cross-origin requests from specified domains.