Noesis

关于

Noesis is an AI-powered platform designed to revolutionize data analysis and processing. It leverages Large Language Models (LLMs) and the Model Context Protocol (MCP) to automate complex data tasks, from initial exploratory data analysis to advanced preprocessing, cleaning, and visualization. Through a unified interface, users can interact with datasets using natural language commands or structured workflows, enabling data scientists and analysts to gain immediate insights and prepare data efficiently for modeling.

主要功能

• AI Agent Orchestration using LangChain and LangGraph
• 0 GitHub stars
• Natural Language Command Interface for data operations
• Automated Exploratory Data Analysis (EDA)
• Comprehensive Data Preprocessing (cleaning, transformation, feature engineering)
• High-Quality Data Visualization (statistical, categorical, trend plots)

使用案例

• Automating initial exploratory analysis and summarization of datasets
• Streamlining data cleaning, transformation, and feature engineering tasks
• Generating interactive data visualizations from complex datasets
• Accelerating the overall data science workflow for analysts and scientists