Overview
This workflow automates IT support by integrating Google Drive, Gemini AI, and Pinecone to deliver a responsive chatbot capable of processing and understanding uploaded documents.
Key Features
- Automated File Monitoring: Continuously monitors Google Drive for new files using triggers.
- Document Processing: Downloads and extracts content from PDFs, cleans and normalizes text, and splits documents into manageable chunks.
- AI Embeddings & Vector Storage: Utilizes Google Gemini to generate embeddings and stores them in Pinecone for efficient semantic search.
- Conversational AI Agent: Employs a chat-triggered AI agent to answer user queries based on processed documentation.
Benefits
- Enhanced IT Support: Provides instant, AI-driven responses to IT queries using up-to-date documentation.
- Time Savings: Automates manual document handling and support tasks, reducing response times.
- Scalable Knowledge Base: Easily expands as new documents are added to Google Drive.
Use Cases
- Internal IT helpdesk automation
- Employee onboarding support
- Real-time answers to technical documentation queries
Integrations
- Google Drive for file management
- Gemini AI for document understanding
- Pinecone for vector-based semantic search
This workflow streamlines IT support, improves accuracy, and saves valuable staff time.
