AI-Powered Chatbot for Ultimate Outsourcing

Revolutionizing customer interactions with AI-driven automation.

Problem Statement: Ultimate Outsourcing required an AI chatbot to efficiently handle user queries in real-time, reducing manual intervention and improving customer experience.

AI Chatbot

Milestones Achieved

Automated Web Crawling & Data Extraction
Dynamically scrapes and stores website content.
AI-Powered Question Answering
Implements RAG (Retrieval-Augmented Generation) for precise responses.
FAISS-Based Semantic Search
Enables fast document retrieval using vector embeddings.
Conversational AI with Gemini API
Generates human-like chatbot responses.
User-Friendly Interface
Provides an interactive and seamless user experience.

Techniques Used

Web Scraping & Data Storage: Uses BeautifulSoup to extract and store website content.

Sentence Embedding with NLP: Converts text into meaningful vector representations.

Vector Search with FAISS: Enables fast, accurate document retrieval.

Generative AI (Gemini-2.0 Flash): Processes queries and generates intelligent responses.

Streamlit-Based Web Application: Provides an interactive chatbot interface.

Enhance Your Customer Experience with AI Chatbots

Integrate an AI-powered chatbot for seamless, automated customer interactions.

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