🧠 Hydra

Build, connect, and unleash agentic intelligence.

Hydra turns complex AI orchestration into an interactive playground. Create and control your own super-agents β€” each with reasoning, memory, and tool-use β€” through a visual drag-and-drop interface. It bridges large-scale intelligence with human creativity, letting anyone design custom AI systems that think, act, and collaborate.

🌍 Problem & Why Now

Agentic AI is here, but building systems that combine multiple reasoning models, external APIs, and real-time knowledge bases is still messy and code-heavy.
Researchers, startups, and developers need a way to see and shape their multi-agent workflows without wiring everything manually.

Hydra makes agentic orchestration visual, fast, and accessible, empowering people to prototype and scale intelligent systems quickly.

πŸ’‘ What It Does

Hydra lets you:

  • 🧩 Create custom agents with distinct reasoning styles and goals
  • πŸ”— Visually connect agents, tools, and knowledge bases in a node-based flow
  • 🌐 Integrate APIs and external data sources like GitHub, Jira, or local endpoints

Hydra isn’t just a sandbox; it’s the IDE for multi-agent intelligence.

πŸ› οΈ How We Built It

  • Frontend: Next.js, React Flow, TailwindCSS for modular UI and visual node editing
  • Backend: FastAPI and Brev for orchestration, session handling, and deployment
  • AI Layer: NVIDIA Nemotron via MCP servers for reasoning, fine-tuning, and tool execution
  • Architecture: Each node represents an agent, tool, or knowledge base module, with real-time sync via WebSockets and persistent sessions

🚧 Challenges We Overcame

  • πŸŒ€ Linking multiple reasoning loops without infinite recursion
  • 🧠 Managing shared memory and context across agent nodes
  • 🎨 Designing an intuitive UX for complex, recursive graphs
  • ⚑ Deciding which Nemotron model fits best for each agent model

πŸ† Accomplishments We’re Proud Of

  • πŸ€– Working agent-to-agent communication with reasoning visualization
  • 🧩 Seamless tool and knowledge base integration via the visual canvas
  • πŸš€ Modular architecture built on Nemotron and Brev that others can extend
  • πŸŽ›οΈ An intuitive drag-and-drop interface that lets anyone spin up workflows in minutes

πŸ“š What We Learned

  • Simple, predictable UI patterns make complex agent behavior understandable
  • Node-based reasoning graphs make debugging and transparency much easier
  • Nemotron models can power dynamic, multi-step reasoning pipelines, not just chat

πŸš€ What’s Next

  • πŸ§‘β€πŸ€β€πŸ§‘ Multi-user collaborative canvas for shared agent design
  • 🧠 Persistent memory graphs so agents can evolve across sessions
  • 🧩 A plugin marketplace for community-made tools, agents, and workflows
  • πŸ” Autonomous testing agents to continuously validate and refine behaviors

🎯 Prize Fit

  • πŸ… Best Use of NVIDIA Nemotron: Visual orchestration with MCP and tool integration on top of Nemotron

πŸ”’ Privacy & Safety

  • All agent sessions are sandboxed and auto-purged after execution
  • No API keys are stored or exposed on the client
  • User data is not reused or shared; every workspace is isolated and ephemeral

❀️ Why Hydra

Because AI shouldn’t be a black box. Hydra lets you see intelligence flow, shape it, and share it β€” a living ecosystem of reasoning agents built by you.

πŸ§‘β€πŸš€ Team

  • Aashay, Ethan, Noel, Ram

Built With

  • brev
  • fastapi
  • nextjs
  • python
  • reactflow
  • tailwind
  • uvicorn
Share this project:

Updates