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Real‑world Problems Solved with Real-time Inference on Groq

$18K+ Worth credits

Total Prizes

0+

Participants

0

Challenge Tracks

Lightning-Fast

Inference Speed

Overview

You're about to build something that matters - AI agents that solve genuine problems in the real world, powered by Groq API for blazing-fast inference and enhanced with Model Context Protocol (MCP) for seamless tool integration.

Beyond Chatbots

This isn't about creating another chatbot. It's about orchestrating intelligent agent workflows that can perceive, reason, and act across multiple modalities in real-time.

Intelligent reasoning
Multi-modal processing
Real-time orchestration
Real-World Impact

Think about what you or others struggle with that could be solved with AI. Your agents will have the speed and capabilities to make it happen with Groq.

Business process automation
Industry-specific solutions
Personal productivity tools

The Challenge: Build Multi-Agent Systems That Actually Work

Multi‑Agent Architecture
Deploy at least 2 specialized agents working in coordination
Real‑Time Performance
Leverage Groq’s lightning-fast inference for responsive user experiences
MCP Integration
Use Model Context Protocol with external tools or pre‑built agents
Multi‑Modal Intelligence
Incorporate at least two modalities (text, voice, vision)
Genuine Use Case
Solve a real problem that’s near to your heart - not a contrived demo

AIM × Groq Developer Resources

Quick Start Guide
  • Groq Console

    Create projects, view usage, and manage organization settings.

  • API Keys

    Generate and rotate API credentials securely.

  • Rate Limits

    Understand concurrency, throughput, and quotas to plan reliable workloads.

  • Models

    Browse supported models, capabilities, and best‑fit use cases.

  • Playground

    Experiment with prompts and streaming responses in your browser.

  • Hackathon

    Event details, timelines, prizes, and participation guidelines.

Code Examples and Learning Resources
Community and Support
  • Groq Community

    Ask questions, share builds, and get support.

  • X: @groqinc

    Official updates, releases, and community highlights.

  • X: @ozenhati

    Follow for developer insights, best practices, and product tips.

  • X: @benankdev

    Follow for community examples, repos, and engineering updates.

  • X: @yawnxyz

    Follow for announcements, resources, and ecosystem highlights.

Join Our Community

Connect with fellow participants, get help, and stay updated on the latest developments

MachineHack Telegram Group

Join our vibrant community of AI enthusiasts, get real-time support, share your progress, and connect with fellow participants from around the world.

Join Telegram Group

Why are we excited about this hackathon?

Lightning‑Fast Agent Orchestration
Groq’s inference speed enables true real-time multi-agent collaboration. Your agents can exchange information, coordinate actions, and respond to users in milliseconds, not minutes.
MCP‑Powered Tool Integration
Connect your agents to databases, APIs, file systems, and external services through standardized protocols. No more brittle API integrations - your agents can work with real business systems.
Production‑Ready Architecture
Build systems that can handle real workloads, not just proof-of-concepts.

Challenge Tracks

Choose your focus area or create a cross-domain solution

Healthcare & Diagnostics

AI agents for medical diagnosis, patient monitoring, and healthcare automation

Patient data analysis
Diagnostic assistance
Medical record processing
Financial Analysis

Real-time financial data processing, risk assessment, and trading automation

Market analysis
Risk assessment
Portfolio optimization
Supply Chain Optimization

Intelligent logistics, inventory management, and demand forecasting

Inventory tracking
Demand forecasting
Route optimization
Customer Service Automation

Multi-modal customer support with voice, text, and visual processing

Voice interactions
Issue resolution
Multi-language support
Sustainability Monitoring

Environmental data analysis and sustainability impact assessment

Environmental monitoring
Impact assessment
Resource optimization
Cross-Domain Innovation

Create novel solutions that span multiple domains and use cases

Creative combinations
Novel applications
Domain integration
Prizes & Rewards

Amazing Prizes Await

Compete for incredible prizes including API credits, startup program access, and exclusive recognition from Groq

1st Place

Immediate acceptance into the Groq Startup Program ($10K USD worth of API credits to scale, support), swag, digital recognition from Groq

2nd Place

$5K Groq API credits, swag, digital recognition from Groq

3rd Place

$3K Groq API credits, swag, digital recognition from Groq

Event Timeline

Hackathon Schedule

Key dates and milestones for the Groq Real-time AI Agent Hackathon

Registration Opens

Completed
August 26,2025
6:00 PM IST

Registration begins for all participants worldwide

Hackathon Begins

Active
September 1, 2025
9:00 AM IST

Development phase starts, access to Groq API and resources

Submission Deadline

Upcoming
October 30, 2025
11:59 PM IST

Final submissions must be completed by this deadline

Judging Period

Upcoming
September 1 - October 30, 2025
Evaluation Phase

Expert panel reviews and evaluates all submissions

Results Announced

Upcoming
October 30, 2025
12:00 PM IST

Winners announced and prizes distributed

60 Days
Development Time
60 Days
Judging Period
Oct 30
Results Day
Sample Architecture

Sample Architecture: Intelligent Document Processing

See how multiple agents work together to process documents with real-time performance

Agent Ensemble

Intake Agent (Whisper)

Processes voice instructions and document uploads

Vision Agent (Llama-4-Scout)

Extracts text, tables, and visual elements

Classification Agent (Gemma2)

Categorizes documents and identifies key sections

Integration Agent (MCP)

Standard to connect to different APIs and tools

Orchestrator Agent (Llama 3.3 70B):

Coordinates workflow and handles exceptions

MCP Integration Points

Database Connector

Store processed documents and metadata

API Gateway

Push data to downstream systems

File System

Access shared document repositories

Notification Service

Alert users of processing status

Real‑Time Flow

Voice Input

Vision Processing

Data Validation

System Integration

Voice Feedback

Sub-500ms Response Time
Judging Criteria

Evaluation Criteria

How your multi-agent AI system will be evaluated across technical excellence, real-world impact, and innovation

Technical Excellence

Code quality, architecture, and implementation

Weight35%
Agent Architecture
  • How well do your agents collaborate and specialize?
MCP Implementation
  • Effective use of Model Context Protocol for tool integration
Performance
  • Leveraging Groq's speed for responsive user experiences
Code Quality
  • Clean, maintainable, and well-documented implementation
Submission Guidelines

📋 Submission Requirements

GitHub Repository Submission with Max. 3 Minute Video + Live Deployment Link (or comprehensive README for running locally).

Submit your GitHub repository that demonstrates your multi-agent application along with a video that answers the questions outlined below.

How to Submit?
How to Submit walkthrough
1. Executive Summary
Project Title: Clear, descriptive name
Problem Statement: What real-world problem are you solving?
Solution Overview: High-level description of your agent system
Key Results: Quantifiable outcomes and benefits
2. System Architecture
Agent Roles: Define each agent’s specific responsibilities
Model Selection: Justify your choice of Groq models for each agent
MCP Integration: Show how agents connect to external systems
Communication Flow: Diagram how agents coordinate and share information
3. Technical Implementation
Agent Code: Well-documented implementations of each agent
MCP Connectors: Show integration with external tools/data
Orchestration Logic: How agents coordinate their actions
Error Handling: Robust handling of edge cases and failures
4. Live Demonstration
Complete User Journey: End-to-end workflow demonstration
Multi-Modal Inputs: Show text, voice, image, or data processing
Real-Time Performance: Highlight Groq’s speed advantages
MCP in Action: Demonstrate external system integration
5. Performance & Impact Analysis
Speed Benchmarks: Quantify the performance benefits of Groq
User Experience: How does real-time inference improve usability?
Business Impact: Cost savings, efficiency gains, or other measurable benefits
Scalability Considerations: How would this work at enterprise scale?
6. Setup & Deployment
Environment Setup: Clear instructions for running your solution
Dependencies: All required packages
MCP Configuration: How to connect to external systems

Ready to build the future of AI agents?

Your solution could be the next breakthrough in intelligent automation. Show us what’s possible when lightning-fast inference meets intelligent agent coordination.

Disclaimer: Hackathon evaluation and grading are conducted in accordance with our internal methods and criteria. All evaluation outcomes are final and not subject to appeal.