Project A.R.I.E.S.
Autonomous Research Interface for Extraterrestrial Signals — an autonomous multi-agent research system for analyzing space weather phenomena, processing astrophysical signals, and generating academic-grade reports.
Space Weather Media
Live solar activity from NASA's Solar Dynamics Observatory and Astronomy Picture of the Day
About SDO
The Solar Dynamics Observatory is a NASA mission launched in 2010 that observes the Sun in multiple wavelengths to understand solar variability and its effects on Earth.
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Space Weather Explorer
Query the autonomous agent system to analyze real-time space weather data from NASA APIs.
Query Interface
Agent Thinking Trace
White-Box ModeSend a query to see the agent's step-by-step reasoning process
Results
Results will appear here after processing
Spectrograms and plots will be displayed here
Academic report will be generated here
System Architecture
A multi-agent cognitive system built with Google ADK, MCP, and NASA APIs
ADK Brain
Google ADK multi-agent loop: Plans workflow, reasons about steps, routes to agents, reflects on outputs.
Root Orchestrator
Gemini-powered LLM Agent — parses intent, selects workflow path, delegates to sub-agents, emits SSE events.
Intent Parser
Multi-layer query classifier using rule + LLM + context for structured intent extraction with confidence scoring.
Data Fetcher
Multi-source ingestion from NASA DONKI, EONET, APOD, file uploads, and external URLs.
Data Processor
Auto-detects 11+ formats (CSV, JSON, Excel, FITS, SRT, XML) and normalizes into NumPy matrices.
Signal Processor
Applies diverse filters (median, wavelet, bandpass, Savitzky–Golay, Kalman) + FFT + auto-detects best method.
Code Generator
LLM-based Python script generator — writes analysis code on-the-fly, shows white-box, then executes in sandbox.
Visualization Agent
Publication-quality plots: spectrograms, time-series, heatmaps, raw vs filtered — all as base64 PNG.
Academic Writer
Multi-pass 5-section report generator with template selection, citations, and PDF/HTML/DOC export.
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Generated Reports
Academic-grade research reports generated autonomously by the multi-agent system.
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Send a space weather query to generate an autonomous research report