AI Knowledge Base (RAG) Chatbot Overview Developed
Mahmud Sani
AI Knowledge Base (RAG) Chatbot
Overview
Developed a Retrieval-Augmented Generation (RAG) chatbot that indexes documents uploaded to Google Drive, stores them in a vector database, and answers user questions using the company's own knowledge.
Business Value
- Gives employees instant access to company information
- Reduces time spent searching through documents
- Improves the accuracy of AI responses
- Makes internal knowledge easier to access
Technologies
n8n • Google Drive • Pinecone • Google Gemini Embeddings • OpenRouter • AI Agent
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Posted Jul 25, 2026
AI Knowledge Base (RAG) Chatbot Overview Developed a Retrieval-Augmented Generation (RAG) chatbot that indexes documents uploaded to Google Drive, stores the...
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