Built a RAG-powered AI Agent using n8n, OpenAI, Pinecone, and Google Drive. The goal was to creat...Built a RAG-powered AI Agent using n8n, OpenAI, Pinecone, and Google Drive. The goal was to creat...
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Built a RAG-powered AI Agent using n8n, OpenAI, Pinecone, and Google Drive.
The goal was to create an AI system that can answer questions using a company’s own documents and knowledge base instead of relying only on general AI knowledge.
How it works:
→ New documents are added to Google Drive → n8n detects and processes the files → Documents are split into smaller chunks → OpenAI generates embeddings → Pinecone stores the knowledge as vectors → Users ask questions through chat → The AI Agent retrieves the most relevant information → OpenAI generates a context-aware response
This architecture can be used to build:
• Internal knowledge assistants • Customer support AI agents • Employee onboarding assistants • SOP and policy assistants • Product documentation Q&A • Business knowledge bases
The key isn't just connecting an LLM to a chatbot.
The real value comes from giving the AI access to accurate, business-specific information when it needs it.
Tech stack: n8n | OpenAI | Pinecone | Google Drive | RAG
Another practical AI automation system built at RepiteLess. 🚀
#n8n #AIAutomation #AIAgents #RAG #OpenAI #Pinecone #Automation #AI #NoCode #WorkflowAutomation
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