As part of our AI course, learners work on a high-impact, real-world project: AI Research Assistant for Literature Review. This project demonstrates how Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) can be used together to deliver high value product feature.
Problem Statement: Challenges in Literature Review
A traditional literature review process involves:
Searching multiple research platforms
Reading lengthy PDFs
Manually tracking citations
Identifying research gaps across papers
This often results in weeks of effort before meaningful insights are generated. The AI Research Assistant addresses this problem by automating research discovery, summarization, and comparison.
Data Sources Used
arXiv, PubMed, Semantic Scholar APIs for paper discovery
PDF research papers for deep content analysis
Tools & Technologies Covered
Learners gain hands-on experience with advanced AI tools used in research and enterprise environments:
Large Language Models (LLMs) with RAG
Enables context-aware answers grounded in research papers.Citation-Aware Chunking
Preserves academic references while breaking documents into meaningful sections.Vector Search (FAISS, Weaviate)
Allows semantic search across thousands of papers.LaTeX / BibTeX Generators
Automates citation formatting for academic writing and proposals.
Copilot Already Does Literature Review – So What’s Different Here?
Copilot is a ready-made assistant. This project teaches learners how to design and build a research assistant like Copilot—customized, transparent, and domain-aware.
This project teacher you underlying concepts and technology involved in copilot.
Do projects in Artificial Intelligence:
Want to start a career in Data Analytics and AI. At Tech Concept Hub, Pune, we offer an industry-designed training program that takes you from basics to advanced projects. Build job-ready skills in Data Analytics, Machine Learning, Deep Learning, and Generative AI with our practical training program. Learn with live projects, real datasets, and mentorship from industry experts.
Data Analytics Syllabus: https://techconcepthub.com/data-analytics-course-in-pune/
Gen AI Syllabus: https://techconcepthub.com/generative-ai-course-in-pune/