Build Your Own Voice AI Assistant with n8n
Learn how to build a personalized voice AI assistant for your website using n8n, a free open-source automation tool. This tutorial covers integrating Google Drive, Pinecone Vector Database, and OpenAI to handle voice queries and generate responses.
Course Timeline
🎙️ Introduction: Voice AI Assistant Overview
Introduction to the project and its benefits. A real-world example of integrating a voice assistant on a website is presented.
⚙️ Project Setup: High-Level Process
Overview of the entire workflow process, including the creation of embeddings, voice query handling, and WordPress plugin integration.
☁️ Google Drive Integration: Setting up the Trigger
Setting up the connection to Google Drive, obtaining credentials, and creating a workflow to pull documents and trigger events.
⬇️ File Download and Embedding Generation
Downloading files from Google Drive, generating embeddings using OpenAI, and storing them in the Pinecone Vector Database. Includes metadata setup for efficient search.
📌 Pinecone Vector Database Setup
Creating a Pinecone index, obtaining API keys, and configuring the Pinecone Vector Store node within n8n. Choosing embedding model and handling metadata.
🗣️ Voice Query Handling: Workflow for User Interactions
Building the workflow to handle user voice queries, including transcription with OpenAI, AI agent processing, and audio response generation.
🤖 AI Agent Configuration: Tools and System Message
Setting up the AI agent with tools (Vector Store and Calculator) and a system message to guide its responses.
🔌 WordPress Plugin Integration: Deployment and Testing
Creating a simple WordPress plugin using AI assistance, along with explanations for the plugin’s functionality and Javascript interactions.
🧪 Testing and Results: Workflow Execution
Testing the entire workflow, observing data flow through each node, and examining the results in n8n and Pinecone.
🚀 Conclusion: Improvements and Future Enhancements
Discussing potential improvements and additions, like memory management, calendar integration, and response time optimization.