CompletedPythonarXiv APILaTeX (Tectonic)+4 more
ResearchMate AI
AI Research Paper Writer that extracts, cleans, and processes research documents using Python, arXiv API, LaTeX, Streamlit, LangChain, and LangGraph.
Timeline
3 weeks
Role
Full Stack
Team
Solo
Status
CompletedTechnology Stack
Python
arXiv API
LaTeX (Tectonic)
Streamlit
LangChain
LangGraph
PyPDF2
Key Challenges
- Research Document Processing
- arXiv Dataset Integration
- LaTeX Generation
- Information Retrieval Accuracy
Key Learnings
- PyPDF2 Document Processing
- arXiv API Integration
- Keyword-based Ranking
- Research Summarization Workflows
- LangGraph Agent Pipelines
ResearchMate AI: AI Research Paper Writer
Overview
ResearchMate AI is an intelligent research paper writing assistant that automates the extraction, processing, and summarization of research documents.
Key Features
- Document Processing: Extracted, cleaned, and processed volumes of unstructured research documents using Python (PyPDF2), performing keyword-based ranking, filtering, and trend analysis on arXiv datasets.
- 90% Retrieval Accuracy: Improved information retrieval accuracy by 90% through intelligent filtering and ranking algorithms.
- 80% Faster Processing: Automated end-to-end analytical and reporting workflows for research summarization and insight generation, significantly reducing manual document review effort.
Tech Stack
- Python
- arXiv API
- LaTeX (Tectonic)
- Streamlit
- LangChain
- LangGraph
- PyPDF2