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AI & Web PlatformsRole: Creator & Developer
NL2Mongo Query Tool
AI Tool Converting Plain English into Database Charts & Graphs
NL2Mongo makes data analytics easy for everyone. Instead of writing complex database code, team members simply type a natural question in plain English. The AI understands the question, fetches the correct data safely, and automatically generates interactive bar charts, line graphs, and pie charts.
Search ModePlain English
VisualizationsBar, Line, Pie
Data Safety2-Step Confirm
Engineering Highlight
Developed an AI tool that allows anyone to view visual chart reports just by asking questions in simple English.
System Architecture & Engineering
- Natural Language Assistant: Translates human language requests directly into database search queries.
- 2-Step Plan & Confirm: Shows users the planned data search first before executing, ensuring database safety.
- Smart Chart Generator: Automatically picks the best chart format (bar, pie, or line) based on the resulting data.
- Conversational Memory: Remembers recent questions so users can ask follow-up questions easily.
Core Product Features
- English to Query Conversion: Type questions in simple words without knowing technical database code.
- Dynamic Visual Charts: View auto-generated bar charts, pie charts, and line graphs instantly.
- Question History & Context: Track past searches and refine results conversationally.
- Safe Data Access: Restricts unauthorized changes while displaying accurate analytical insights.
Technologies & Tools
ReactNode.jsExpressMongoDBAI NLPRechartsTailwind CSS