A chatbot based upon RAG architecture, combining information retrieval with text generation for college students and professors.
Astra AI is an intelligent assistant designed specifically for academic environments. Built on Retrieval-Augmented Generation (RAG) architecture, it combines custom vector knowledge retrieval with large language models to deliver precise contextual answers.
The system supports both cloud LLM APIs (powered by Groq) and local LLM execution. Web scraping capabilities enable real-time factual lookups tailored to student coursework and institutional queries.
Combines vector retrieval with generation for context-aware responses.
High-throughput inference via Groq API alongside offline local LLMs.
Automated real-time extraction of course and university info.
Tailored prompt structures and UX for students & faculty.