Anantha | AI-Powered ARGO Data Exploration

Powerful Features

Discover the capabilities of our AI-powered ocean data platform

SQL-Based Chatbot

Transform natural language queries into SQL commands with excellent visualization of results

Enhanced Query Processing

Advanced chatbot that enhances queries, performs vector DB searches, and provides theoretical explanations with visualizations

Interactive Global Map

Select any location on our global map to find nearest floats and create localized knowledge bases

Advanced Visualizations

Comprehensive geospatial and temporal visualizations of oceanographic parameters

AI Anomaly Detection

Automatically detect marine heatwaves, salinity changes, and other unusual ocean events

ML-Based Gap Filling

Advanced algorithms including spline interpolation and LSTM networks to handle missing data

3D Time-Lapse Visualizations

Create animated volumetric visualizations of ocean parameters over time

Interactive Heatmap Timeline

Explore changing ocean conditions with draggable timeline and animated float trajectories

Yaksha Info Guide

Specialized chatbot for ARGO and related oceanographic data education

Ocean Regime Classification

Deep learning models to identify monsoon influence, upwelling zones, and other regimes

Cross-Data Correlation

Correlate ARGO data with satellite, ship traffic, and fisheries datasets

Predictive Modeling

LSTM and Transformer models to forecast marine heatwaves and hypoxia events

How It Works

Our seamless pipeline from raw data to actionable insights

Data Ingestion

ARGO NetCDF files are processed and converted to structured formats

Database Storage

Data is stored in PostgreSQL and vector databases (ChromaDB)

Query Processing

LLMs interpret natural language and map to database queries using RAG

Visualization

Results are presented through interactive dashboards and visualizations

Interactive Demo

Experience the power of Anantha with our live demo

Try Our Chat Interface

Ask questions like:

"Show me salinity profiles near the equator in March 2023"
"Compare BGC parameters in the Arabian Sea for the last 6 months"
"What are the nearest ARGO floats to this location?"

Our AI will process your query, retrieve the relevant data, and present it with beautiful visualizations.

Launch Demo

Interactive chat interface and visualization would appear here

Technology Stack

Built with cutting-edge technologies for maximum performance

PostgreSQL

Relational Database

Python

Backend Language

TensorFlow

ML Framework

React

Frontend Library

FastAPI

API Framework

Docker

Containerization

Google Cloud

Cloud Platform

PyTorch