william-ai-dev/Seed-Oil-Meta-Engine

1---2title: Seed Oils RAG3emoji: 🛢️4colorFrom: yellow5colorTo: green6sdk: docker7app_port: 80008app_file: app.py9pinned: false10hardware: cpu-basic11---12 13# Seed Oils RAG Application14 15A Chainlit-based RAG (Retrieval-Augmented Generation) application for analyzing peer-reviewed research on seed oils and related topics.16 17## Features18 19- **Technical Analysis with Citations**: Access peer-reviewed research with proper citations20- **Router-based Retrieval**: Intelligent query routing for different types of analysis21- **Streaming Responses**: Real-time streaming with rate limiting and error handling22- **Professional UI**: Clean, professional interface powered by Chainlit23 24## Environment Variables25 26- `PINECONE_API_KEY`: Pinecone API key for vector store access27- `GROQ_API_KEY`: Groq API key for LLM access28- `LLAMA_CLOUD_API_KEY`: Llama Cloud API key (if using cloud services)29 30## Usage31 321. Start a chat session332. Ask questions about seed oils, nutrition, or related biological topics343. Receive evidence-based responses with proper citations354. Each response includes source links for verification36 37## Studies Included38 39The application includes analysis of 25+ peer-reviewed studies covering:40- Obesity and linoleic acid research41- Alzheimer's disease correlations42- Animal growth studies43- PUFA dietary patterns44- Biochemical pathway analysis45