RAG Chatbot for Company Documents
Instantly chat with your company documents using AI-powered search and real-time, context-aware responses.
Automatic Document Ingestion
Detects new files added to a specific Google Drive folder and processes them automatically.
Vector Embedding & Semantic Search
Generates embeddings from document content and stores them in Pinecone for fast semantic retrieval.
Real-Time AI Chat Interface
Allows users to ask questions and receive accurate, context-aware answers based on uploaded documents.
What This Automation Does
This automation transforms your company documents into a searchable knowledge base by generating vector embeddings and enabling Retrieval-Augmented Generation (RAG) chat experiences.
When files are added to a specific Google Drive folder, the Google Drive document chatbot automatically indexes them and allows users to ask questions and receive accurate, context-aware responses in real time.
See How It WorksAutomation Workflow Architecture
A visual overview of how documents flow through the enterprise RAG chatbot system—from ingestion and embedding generation to vector search chatbot retrieval and AI-powered responses.
Core Technologies Powering the Chatbot
Built with scalable AI and vector search technologies for enterprise-grade performance.
Google Drive
Groq LLM
n8n
How the RAG Chatbot Works
A fully automated document-to-chat workflow enabling instant knowledge retrieval.
Why Use This RAG Chatbot
Turn static documents into an intelligent, searchable knowledge system.
Instant Knowledge Access
Retrieve answers from documents in seconds without manual searching.
Context-Aware Responses
Answers are grounded in your actual company data through Retrieval-Augmented Generation chatbot logic.
Automatic Document Updates
New files are indexed automatically without reconfiguration.
Scalable Knowledge Base
Handles growing document libraries efficiently.
Secure & Controlled Access
Uses your existing Google Drive permissions and infrastructure.
Who Can Use This Automation?
Ideal for organizations managing large volumes of internal documentation.
Enterprise Teams
Search internal policies and documentation instantly using an enterprise RAG chatbot.
HR & Operations
Access procedures, guidelines, and onboarding materials via an AI knowledge base chatbot.
Legal & Compliance Teams
Query contracts, policies, and regulatory documents with confidence.
Customer Support Teams
Find accurate answers faster using a document-based AI chatbot.
Transform Your Documents into an AI Assistant
Stop searching through files. Start chatting with your company knowledge in real time.