AI Chatbot Platform
An AI-powered chatbot platform that enables businesses and individuals to easily create and deploy custom chatbots using document upload and RAG techniques.
AI/ML11 monthsCompleted
Step-by-Step Demo Guide
Learn how to create a custom chatbot for your business.
Technologies Used
React
Flask
OpenAI API
LangChain
RAG
FAISS
Vector DB
I designed and developed an AI-powered chatbot platform that enables businesses and individuals to easily create and deploy custom chatbots. Users can upload documents (PDF, Word, Excel, Text), which are processed using Retrieval-Augmented Generation (RAG) techniques and indexed in a FAISS vector database. The system leverages OpenAI's ChatGPT API to generate intelligent responses based on the uploaded content.
Key Features
- •End-to-end web application with user registration
- •Document processing & vector indexing (FAISS)
- •Simple <iframe> embedding integration
- •Real-world LLM integration experience
Technical Implementation
- •Multi-format document processing pipeline
- •FAISS vector database for similarity search
- •OpenAI ChatGPT API integration
- •RAG for context-aware responses
Real-World Impact
- •No technical expertise required for businesses
- •Scalable architecture for concurrent users
- •Cost-effective customer support automation
Note: The demo is live but hosted on a free server. Please contact me to wake the server up for error-free usage.