DeepAnalyze and Auto-Analyst
About DeepAnalyze
ruc-datalab/DeepAnalyze
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！
Implements an agent-based architecture with planning and tool-use capabilities, executing code in sandboxed environments to iteratively refine analyses across multiple data formats. Built on a specialized 8B instruction-tuned model trained on 500K data science tasks, with support for multiple interfaces (WebUI, Jupyter, CLI, OpenAI-compatible API) and deployment options including Docker-based execution sandboxes.
About Auto-Analyst
FireBird-Technologies/Auto-Analyst
Open-source AI-powered data science platform.
Automates end-to-end data science workflows using a modular agent architecture built on DSPy, with specialized agents for preprocessing (pandas/numpy), statistical analysis (statsmodels), ML (scikit-learn), and visualization (plotly). LLM-agnostic design supports any API provider, while a planner component automatically routes queries to appropriate agents or coordinates multi-agent workflows. Integrates with Google Ads, Meta, HubSpot, Salesforce, and SQL databases via built-in connectors.
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