Development of a conversational AI system integrated with WhatsApp Business, combining OpenAI Whisper for speech-to-text, a RAG architecture for intelligent document retrieval, and ChatGPT for natural language interaction.
The system uses Pinecone as a vector database to perform semantic search across embedded data, allowing users to query information dynamically via WhatsApp in real time.