zi-yue-1129/DATAGEN
DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. observed · 2026-08-28
Health v2 · maintenance only
67/100
- Activity 98
- Release rhythm 35
- Longevity 55
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 771
- days_rel: n/a
- days_push: 17
- n_releases_24m: 0
Adoption not part of the score
1793 stars · 246 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
DATAGEN is an AI-powered multi-agent research and data analysis platform built with LangChain, LangGraph, and OpenAI GPT models. It automates hypothesis generation, data cleaning and analysis, visualization, and report writing through coordinated specialized agents.
Use cases
- automate exploratory data analysis with AI agents
- generate research hypotheses from a dataset
- produce analysis reports and charts automatically
- run a multi-agent data science pipeline
- analyze csv data and get insights without coding
- build an AI research assistant workflow
When to choose
- you want end-to-end automated data analysis and report generation
- you need hypothesis generation and validation driven by LLMs
- you want a Python-based multi-agent system built on LangGraph
- you prefer a self-hosted research assistant you can customize
When to avoid
- you need fully deterministic, auditable analysis without LLM involvement
- you cannot share your data with external LLM APIs
- you need a lightweight single-script analysis tool
- you require strict enterprise compliance guarantees out of the box
Facets
application · maturity active
agent-framework data-science data-visualization llm-inference chatbot artificial-intelligence data-science large-language-models data-visualization analytics python cross-platform multi-agent langchain langgraph hypothesis-generation automated-reporting research-assistant openai ai-agents
1 source
- readme: https://github.com/zi-yue-1129/DATAGEN · fetched 2026-08-28 · 4e98b39bae42
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| zi-yue-1129/DATAGEN | main | 67 |
For agents
markdown · JSON · MCP: product_card(name="zi-yue-1129/DATAGEN")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem