{"repo":"anaglebushka/datu-core","free":true,"listed":false,"github":"https://github.com/anaglebushka/datu-core","clone":"git clone https://github.com/anaglebushka/datu-core.git","description":"Datu Core AI Analyst open-source","language":"Python","stars":41,"topics":["ai","businessintelligence","data","dataanalytics","database","dataengineering","datascience","machinelearning","mcp"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"Datu Core LLM-Driven Data Transformations. Documentation - LLM-Driven Data Transformations - Installation - Running the application - Connect to datasource - Configurable parameters - Features - Documentation - Contributing ❤️ - Ready to scale? - License LLM-Driven Data Transformations Datu is an AI-powered analyst agent that lets you model, visualize, analyze, and act on your data in minutes, all in plain English without technical expertise required. You can connect Datu Analyst to a variety of tools or MCP servers to perform tasks typically done by data analysts or data scientists. AI Analyst can do: - Connect to your data platform - Identify data quality issues - Identify and model data based on user request - Visualise and analyse data to understand \"why\" behind KPIs Installation Ensure you have installed Python 3.11+. Running the application Connect to datasource As per the current design the application will fetch all the schema that is listed in the profiles.yml. It is to avoid fetching the schema every single time.But it will only work on the target datasource that is selected. Structure of profiles.yml Configurable parameters Please checkout datu documentation Features - Dynamic Schema Discovery & Caching: Automatically introspects the target database schema and caches the discovered metadata. - LLM Integration for SQL Generation: Uses OpenAI's API (e.g., GPT-4o-mini) to generate SQL queries that transform raw (Silver) data into a Gold layer format. The system prompt","default_branch":null,"files":null,"tree":[],"storefront":"/r/anaglebushka","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/anaglebushka/datu-core/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}