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ai-researcher
gunner2k25/ai-researcher
ai-researcher is a machine learning model from gunner2k25. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
This app fetches recent papers from arXiv, summarizes their abstracts, and uses a lightweight open LLM to generate a structured academic literature review.
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Public
Updated Jul 21, 2025
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.py3.2 KB · 53%
At a glance
- Library
- transformers
- License
- mit
- Access
- Public
- Created
- Jul 21, 2025
- Updated
- Jul 21, 2025
- SHA
- 7dd9a6a9
Model card
From the Hugging Face model README
AI Researcher 📚
AI Researcher - Literature Review Generator
This app fetches recent papers from arXiv, summarizes their abstracts, and uses a lightweight open LLM to generate a structured academic literature review.
Features
- Fetches top 5 relevant arXiv papers
- Summarizes abstracts using DistilBART
- Generates Introduction, Key Findings, Comparison, and Future Work sections using LaMini-Flan-T5
- Auto-formatted bibliography
- 100% open model pipeline (no OpenAI dependency)
Running Locally
pip install -r requirements.txt
streamlit run app.py
Screenshots
📸 Screenshot 1: Streamlit UI Before Input
📸 Screenshot 2: Literature Review Output (Part 1)
📸 Screenshot 3: Literature Review Output (Part 2)
Deployment
You can deploy this project on Hugging Face Spaces using the Streamlit SDK.
- Library
- transformers
- License
- mit
- Created
- Jul 21, 2025
- Updated
- Jul 21, 2025