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DrYoung-II/agri-research-copilot

Domaine:

agriculturenatural language processing

Type de record:

software
Créateur:
DrY
Hôte:
A local Generative AI research assistant and RAG pipeline for Animal Science and Agriculture in Sub-Saharan Africa, featuring 14 specialized modules from statistical genetics to policy simulation. AgriResearch Copilot 🧬 AgriResearch Copilot is a local, Generative AI-powered research assistant tailored specifically for Animal Science and Agricultural advancement in Sub-Saharan Africa. Built entirely for local execution to ensure privacy and accessibility, this tool leverages advanced large language models to assist researchers, students, and policymakers with data-driven agricultural insights. 🌟 Key Capabilities The platform functions as a multi-disciplinary research hub containing 14 specialized AI intelligence modules, including: 🧬 AI Statistical Geneticist & Plant Breeding Intelligence 🌍 Climate × Agriculture & Soil Intelligence 🐄 Livestock Intelligence & Animal Science Assistant 🧪 Agricultural Experiment Designer & Evidence Engine 📚 AI Literature Review Scientist & Thesis Assistant 🏛️ Government Agricultural Intelligence & Policy Simulator 🔗 Agricultural Knowledge Graph 💻 Tech Stack Frontend & UI: Streamlit, Custom CSS AI & RAG: LangChain, Ollama (Local LLM Execution) Models: Llama 3.2, Nomic Embed Text Vector Database: ChromaDB Data & Analytics: Pandas, NumPy, SciPy, Statsmodels, Plotly