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December 5, 2025

AI Researcher

Autonomous AI agent swarm for deep research

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Bideri Alec

@alecbideri

AI

Concept Details

AI Researcher – Autonomous Investigation Assistant

The AI Researcher is an innovative web application that empowers users to explore complex topics through autonomous AI-driven investigations. By decomposing intricate queries—such as "The future of work being disrupted by AI"—into testable hypotheses, it launches specialized agents to gather insights and synthesizes everything into a comprehensive, downloadable PDF report. This tool democratizes advanced research, making it accessible for professionals, students, and curious minds without requiring manual data aggregation.

🚀 Tech Stack

  • Frontend: React.js + Vite
  • Backend: FastAPI (Python)
  • AI Reasoning: Deepseek Reasoner API
  • Report Generation: Custom PDF service
  • Deployment: Self-hosted (open-source ready)

🎨 UI/UX Overview

  • Striking dark-mode "terminal" aesthetic with high-contrast whites and greens for a futuristic, immersive feel
  • Real-time live dashboard streaming agent progress, objectives, and reasoning steps for transparent, engaging user experience
  • Minimalist layout emphasizing readability: central query input, dynamic agent panels, and intuitive "Start Research" CTA
  • Responsive design ensures seamless interaction across devices, with subtle animations for loading states and completions
  • Focus on cognitive flow—users watch the AI "think" autonomously, building trust through visibility

🔐 Functional Highlights

  • Query Decomposition: Orchestrator intelligently breaks down user inputs into parallel hypotheses for efficient exploration
  • Agent Autonomy: Multiple agents (e.g., AGENT 0, 1, 2) independently investigate using Deepseek's advanced reasoning, handling routine tasks while highlighting uniquely human elements like creativity
  • Live Streaming: Real-time updates visualize completions, objectives, and evolving insights, turning research into a dynamic narrative
  • Synthesis & Export: Aggregates findings into a polished PDF report, complete with structured sections on goals, features, and implications
  • Scalability Decisions: Modular architecture separates concerns for easy extension; prioritizes ethical AI use by focusing on augmentation over full automation

🚀 Notable Links

  • Open source code

  • Live demo

This project showcases how AI can transform investigative workflows, blending cutting-edge reasoning with intuitive design to probe the unknown—much like its demo on workforce disruption.


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