Ross ROSS = Recommend OSS · open-source software intelligence for agents

DeepInsight-AI/DeepBI

LLM based data scientist, AI native data application. AI-driven infinite thinking redefines BI. observed · 2026-08-28

github.com/DeepInsight-AI/DeepBI · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

24/100

  • Activity 16
  • Release rhythm 8
  • Longevity 72
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: 1017
  • days_rel: 694
  • days_push: 506
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

2370 stars · 371 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

DeepBI is an AI-native business intelligence platform that uses large language models to let users explore, query, visualize, and share data through natural-language conversations. It supports multiple data sources (MySQL, PostgreSQL, Doris, StarRocks, MongoDB, CSV/Excel) and assembles results into dashboards.

Use cases

  • analyze csv data with natural language questions
  • generate sql queries from plain english prompts
  • build dashboards from conversational data queries
  • connect mysql and postgres databases for ai-driven analysis
  • self-host an llm-powered business intelligence tool
  • visualize excel spreadsheet data via chat

When to choose

  • you want conversational, LLM-driven data exploration instead of writing SQL by hand
  • you need a self-hosted BI tool supporting multiple databases and CSV/Excel imports
  • you want to assemble AI-generated visualizations into shareable dashboards

When to avoid

  • you need a fully mature, enterprise-supported BI suite with strict governance and audit features
  • you cannot send data to external LLM APIs due to privacy constraints
  • you only need static reporting without conversational querying

Facets

application · maturity active

data-visualization nlp llm-inference chatbot analytics database data-science analytics data-visualization large-language-models databases self-hosted windows self-hosted python business-intelligence conversational-analytics text-to-sql dashboards llm-powered data-analysis docker linux macos web-server

5 sources

Member repositories

RepositoryRoleHealth v2
DeepInsight-AI/DeepBImain24

For agents

markdown · JSON · MCP: product_card(name="DeepInsight-AI/DeepBI")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem