Fast Integrated
Research Environment
A local-first, AI-powered workspace that unifies scientific data ingestion, analysis, and visualization into a single conversation.
From Data to Insight
Experience the flow of scientific discovery with FIRE's integrated environment.
Built for Modern Scientific Research
FIRE bridges the gap between raw data, documentation, and analysis tools.
Hybrid Rust + Python Architecture
Experience blazing-fast performance with Rust's system-level efficiency combined with Python's rich ecosystem for AI and data science. Our unique architecture handles heavy scientific datasets close to the metal while leveraging powerful libraries for analysis and visualization.
Agentic AI Workflow
Powered by LangGraph, our AI agent doesn't just answer questions—it reasons cyclically, plans complex analyses, and autonomously generates dynamic visualizations. It inspects data schemas before querying to prevent hallucinations and intelligently routes between SQL and semantic search.
Scientific Data Native
Out-of-the-box support for formats often ignored by standard BI tools. Native Rust implementations for high-performance ingestion of NetCDF climate data, optimized Parquet loading, and seamless Excel integration. Your data, your way.
Dynamic 3D Visualization
Transform your data into stunning interactive 3D globes, scatter plots, and charts rendered directly in the chat interface. Our AI agent generates SQL to fetch geospatial coordinates and renders them instantly using react-globe.gl and ECharts.
Powered by GitLab Platform
We leveraged the full power of GitLab to manage our intense development lifecycle during the hackathon.
Kanban-style boards to track velocity and ensure nothing falls through the cracks during intense development.
Complex features like the LangGraph Agent tracked using GitLab Milestones for structured delivery.
Automated testing ensuring Rust builds don't break Python functionality, with intelligent caching for rapid iteration.
Real-time notifications for every push, merge request, and pipeline status directly to our team channel.
Shared code snippets for quick collaboration and knowledge sharing across the team.
Built for the GitLab IIT Bombay E-Summit '25 Hackathon
Ready to Transform Your Research Workflow?
Join researchers worldwide who are accelerating their scientific discovery with FIRE's AI-powered environment.
Free and open source. MIT License.