RAG Chatbot

Turn any PDF into instant AI knowledge for your company

A powerful Retrieval-Augmented Generation chatbot capable of real-time document processing and intelligent query handling. Upload your documents and get accurate, context-aware responses instantly.

📌 Note: Document upload is restricted to admin users only for security purposes.

Key Features

Easy Upload

Upload PDFs and documents instantly. Our system processes them in real-time.

AI-Powered Intelligence

Advanced RAG technology provides accurate, contextual responses from your documents.

Semantic Search

Vector database enables lightning-fast semantic search across all your documents.

Natural Conversations

Chat naturally with your documents. Ask questions and get instant, accurate answers.

Real-Time Processing

Documents are processed and indexed immediately upon upload.

Secure & Private

Your data stays secure with enterprise-grade security measures.

How It Works

01

Upload Your Documents

Upload PDFs through our intuitive interface. Documents are chunked and processed automatically. (Admin access required)

02

AI Processes & Indexes

Our system creates embeddings and stores them in a vector database for semantic search.

03

Ask Questions

Type your question in the chat UI. The system searches for relevant content using semantic similarity.

04

Get Intelligent Answers

The RAG system retrieves relevant content, combines it with your prompt, and generates accurate responses.

Technical Architecture

Chat UI

Modern, responsive interface for natural conversations.

  • Real-time message streaming
  • Intuitive prompt input
  • Conversation history

Route Handler

Next.js API routes power the backend processing.

  • Search tool integration
  • Prompt formatting
  • Response streaming

Search Tool

Semantic search finds relevant content from your documents.

  • Vector similarity search
  • Content retrieval
  • Context formatting

Vector Database

Stores document embeddings for fast semantic search.

  • Document embeddings
  • Chunked content storage
  • Lightning-fast queries

Ready to Transform Your Documents?

Start using RAG Chatbot today and unlock the power of AI-driven document intelligence.

Get Started Now