IntelSync: Building Multi-Agent AI Systems with Google ADK & Google Cloud
Created for the purposes of entering the Google Cloud Agent Development Kit Hackathon. #adkhackathon
🚀 Project Overview
With AI agents on the rise, the true potential emerges when they collaborate. IntelSync leverages Google’s Agent Development Kit (ADK) to orchestrate multiple autonomous agents, streamlining complex business intelligence tasks through real-time news scraping, seamless integration with BigQuery, and instant, actionable insights via Google Cloud NLP APIs.
🔧 Technologies & Tools
- Google Cloud BigQuery: For scalable data warehousing.
- Google Cloud Natural Language API: Real-time sentiment analysis and content insights.
- Agent Development Kit (ADK): Robust orchestration and execution of multi-agent workflows.
- Streamlit: Intuitive real-time dashboarding and visualization.
🛠 How I Built It
Agent Orchestration with ADK:
Used Google's ADK to orchestrate distinct agents (web scraping, data loading, NLP insights) working autonomously yet cohesively.Google Cloud Integrations:
Integrated seamlessly with BigQuery and Natural Language API, enhancing the agent workflow's scalability and intelligence.Real-time Visualization:
Leveraged Streamlit for an intuitive and interactive dashboard providing insights at a glance.
🏗 Technology Architecture
🧠 Findings & Impact
- Successfully automated complex multi-step data workflows.
- Demonstrated practical use cases for multi-agent collaboration.
- Explored real-world applications for autonomous insights generation and data-driven decision-making.
🎓 Learnings
- Effective orchestration of AI agents significantly enhances business intelligence processes.
- Google's ADK simplifies multi-agent management, making complex AI workflows accessible and powerful.
🔗 Project Links
🌟 Acknowledgements
Thanks to Google Cloud and the ADK team for providing such an exciting platform and opportunity to innovate with multi-agent systems.
#adkhackathon #GoogleCloud #ADK #AI #DataAnalytics
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