Скачать или смотреть Apple Earnings Chatbot: Conversational AI for Financial Data

"Deep dive into building an intelligent AI agent with n8n! 🚀 I've put together a two-part workflow that illustrates robust knowledge management and interactive AI.
Part 1: Building the Knowledge Base (Image 1) 📚 We start by automating the ingestion of data from Google Drive. Each document is transformed into meaningful embeddings using groq and then stored in a Pinecone Vector Store. 🌲 This creates a highly efficient, searchable database for our AI.
Part 2: The Conversational AI Agent (Image 2) 💬 When a user sends a chat message, our n8n AI Agent springs into action. It intelligently queries the Pinecone knowledge base (our 'apple.q' in this context) to retrieve precise information. The agent then crafts responses and and can even integrate with services like Gmail to perform actions, making it truly interactive. 📧
This architecture enables an AI to answer questions based on real-time data and execute tasks, significantly enhancing user experience and operational efficiency. 📈 What are your thoughts on integrating AI agents with external data?
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