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AskGeorge+ (AI Student Support Assistant)
AskGeorge+ (AI Student Support Assistant)
RAG-based AI assistant using LangChain and Google Gemini to provide student support.
Architected a complete Retrieval-Augmented Generation (RAG) system using LangChain to provide accurate answers from a knowledge base.
Key Features
- RAG Architecture: Full Retrieval-Augmented Generation implementation with LangChain.
- Automated Data Pipeline: Developed using Scrapy and pdfplumber to ingest and process institutional information.
- LLM Integration: Integrated Google Gemini LLM via REST API for intelligent responses.
- Web UI: Built a clean, user-friendly interface with Flask for instant student access.
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