Adaptive Insight Engine (AIE)

Adaptive Insight Engine UI

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Inspiration

Data driven decisions are being more and more essential. In Gen AI age, we can leverage powerful multi-agentic solution to get important insights from data faster for faster decision making.

What it does

It takes data and additional context/query as input, validate and transform data and with multiple Gen AI agents and LLM models, it analyse and provide key insights.

How we built it

We built the app on Google ADK framework, Google Cloud Platform and with Crew AI Tool.

Challenges we ran into

Due to new technology stack inluding ADK, GCP, Vertex AI Agent Engine, Crew AI there were many challenges to deploy application. Mainly different library compatibility and lack of proper documentation of Agent Engine, it consumed too much time to debug the issues.

Accomplishments that we're proud of

Finally, we built working solution which can analyse data and provide important key insights to the user. We learnt and built complex multi-agent solution which can be extended and be used for real-world applications.