DataSage

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8 downloads

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DataSage is a modular FastAPI backend powered by LangChain that analyzes structured data from CSV files or PostgreSQL databases. It uses intelligent agents to run queries, generate visualizations, and return natural language insights. Designed for developers and teams building data-driven AI tools.

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Template Details

Features

Upload CSV files for analysis

Connect to PostgreSQL databases

Auto-generate SQL queries via LangChain

Run Pandas aggregations and generate plots

Summarize results in plain English

Return source code and visualizations

Agent memory for contextual follow-ups

Confidence-based query reformulation

Modular architecture for easy extension

Frontend-ready API endpoints

Technologies Used

Python 3.10+ FastAPI LangChain OpenAI API Pandas Matplotlib SQLAlchemy PostgreSQL Pydantic Uvicorn

Requirements

Python 3.10 or higher

OpenAI API key

PostgreSQL database (optional)

FastAPI-compatible environment

Uvicorn for local server

Matplotlib and Pandas installed

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