Marketrix Market Insights Agent

Inspiration

With the age of AI and AI agents, there us a rising need for market aware dynamics agents. Imagine having a colleague who never sleeps, always knows the latest trends, insights, location based insights, e.t.c and genuinely cares about achieving your business goals. Marketrix – the AI agent designed to not only transform your marketing game but also help you understand various dynamics.

What it does

Simply, marketrix is an AI agent leveraging QLOO API and google search as agentic tools to offer actionable, relevant and uptodate market dynamics. With QLOO API as agentic tools, our agent can answer your queries grounded on verified data from QLOO. Levaraging google search for more research.

How we built it

We built it using Google ADK, Gradio and QLOO API for agentic tools. For user interface we used Gradio with FastAPI as the API server.

Challenges we ran into

We faced some few challenges

• Implementing QLOO API taste analysis as agentic tool was an uphill task, more so passing relevant tags and filters to agentic tools.
• Limited time for full implementation.
• Inconsistent or lack of local data available.
• LLM hallucinations.

What we learned

We have leaned a lot from QLOO API and Google ADK and how we can fuse the two for knowledgeable agents.

What's next for Marketrix Agent

We will continue tuning agent tools and adding more apis, also later implement a production ready Agent. Tune in for more.

Built With

• fast-api
• google-adk
• gradio
• hugging-face
• qloo-api