Trendit AI is an innovative app designed to help users quickly explore and understand trending topics across multiple subreddits. By leveraging cutting-edge topic modeling and large language models (LLMs), Trendit AI delivers concise summaries and insights into the most discussed themes on Reddit. 🔍✨
- 🔎 Search and analyze specific subreddits
- 📊 Perform topic modeling using advanced algorithms (ATM, LSA, BERTopic, DBSCAN, KMeans)
- 📝 Generate descriptive titles and summaries for detected topics using LLMs
- ⚡ Get quick, digestible updates on Reddit discussions without manual browsing
- ⚙️ Model Training Pipeline: Tools and scripts for training and fine-tuning topic modeling models
- 💻 Frontend Client: User interface built with SvelteKit and Firebase for smooth, responsive interaction
- 🛠 Backend Service: API and infrastructure to deploy and serve models efficiently
- 🕸 Scraper Tools: Utilities to collect and process Reddit data for analysis
- Tools: SvelteKit, PyTorch, Firebase
- Topic Modeling: ATM, LSA, BERTopic, DBSCAN, KMeans
- AI Integration: OpenAI for generating topic summaries
✨ Trendit AI empowers users to effortlessly stay updated on Reddit conversations by transforming complex discussions into clear, summarized insights. Stay informed, stay ahead! 🚀