AI Agent - Database Query Assistant

AI Agent -
Database Query Assistant

Industry

Team size

3 people

Type

Web App

Location

Asia

Timeline

2 weeks

Technologies

N8n, Pinecone, Elevenlabs, AWS, ChatGPT

Demo Account
Email: test123@yopmail.com Password: 123456@aA

Demo Account
Email: test123@yopmail.com
Password: 123456@aA

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Project Overview

The AI DataBot is a smart assistant that allows users to interact with a sample database through natural language queries. The bot instantly fetches and analyzes data, returning results in seconds. It supports exporting reports in multiple formats and visualizes data through auto-generated charts, enabling quick insights and dashboard creation—all within a chat interface.

Key Features

Natural Language Data Querying: Ask questions in plain text via Telegram and get accurate database results instantly.
Multi-Format Report Exporting: Export results as CSV, PDF, Excel, or HTML for easy sharing and reporting.
Data Visualization & Chart Generation: Automatically generates charts and graphs based on query output for intuitive analysis.
Interactive Dashboard Creation: Builds complete visual dashboards from queried data, ideal for decision-making.
ChatBot Integration: Seamless user experience directly within the Telegram app—no technical skills needed.

Challenges

1. Enabling non-technical users to retrieve complex data using plain language
2. Supporting diverse user needs for exporting and sharing data in multiple formats
3. Presenting raw query results in a clear, visual, and digestible manner
4. Providing users with actionable insights through customizable, interactive dashboards
5. Delivering a smooth and accessible data experience within a familiar messaging platform

Solutions

Implement Natural Language Processing (NLP) to interpret text-based queries and return accurate database results via Telegram
Offer multi-format exporting options (CSV, PDF, Excel, HTML) to accommodate various reporting and collaboration requirements
Automatically generate charts and graphs (e.g., bar, line, pie) to enhance interpretability of data outputs
Enable dynamic dashboard creation tools that allow users to build visuals based on query results without technical intervention
Integrate a chatbot interface with guided prompts and real-time interaction, eliminating the need for technical expertise

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