openchatbi

Dependency freshness

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

Framework

Streamlit, Gradio

Database / ORM

SQLAlchemy

AI

LangChain, LangGraph, MCP SDK

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

• AI
  Natural language queriesGet data analysis results by asking questions in natural language
• AI
  Persistent memoryConversation management and user characteristic memory based on LangGraph checkpointing
• AI
  Knowledge base integrationcombining catalog based knowledge retrival and external knowledge base retrival
• Analytics
  Time series forecastingIn-house forecasting models, accessed through the data analysis agent
• Analytics
  Data analysis agentA specialized sub-agent (built on deepagents) that the main agent delegates complex analysis to
• Analytics
  Anomaly detectionanomaly detection, multi-dimensional drill-down (Adtributor) and Python execution
• API
  MCP tool integrationIntegration with MCP tools by configuration
• Data
  Automatic SQL generationConvert natural language queries into SQL statements using advanced text2sql workflows
• Data
  Data catalog managementAutomatically discovers and indexes database table structures
• Data
  SQL result limitsText2SQL query results are limited by default to avoid loading unbounded result sets
• Other
  Python code executionExecute Python code for data analysis and visualization
• UI
  Data visualizationGenerate intuitive data visualizations (via plotly)
• UI
  Sample web UIsProvide 2 sample UI: simple and streaming web interfaces using Gradio and Streamlit

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.