purpose
DATAGEN is an AI-powered research platform that uses multiple specialized agents (hypothesis, code, visualization, searcher, report, quality review, and note-taking agents) to automate the entire research process from hypothesis generation through data analysis to report writing. It integrates with multiple LLM providers (OpenAI, Anthropic, Google) and uses LangGraph for workflow orchestration.
when to use
This resource is most valuable when developers need to perform complex data analysis on datasets without manually writing analysis code, when they need automated research hypothesis generation and validation, or when they want to study how to implement multi-agent AI systems for orchestrating complex tasks. It's particularly useful for projects requiring automated report generation with visualizations from structured data.
tags
multi-agent-system
data-analysis
langchain
langgraph
ai-automation
research-assistant
report-generation
data-visualization
llm-integration
python