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2nd Place — Databricks Generative AI Hackathon 2024

Smart Stock Screener (Yahoo)

A natural-language interface for stock screening — converts user queries to screener API calls and refines filters through conversation.

Event
Databricks Generative AI Hackathon
Organizer
Databricks
Year
2024
Region
Global
Prize
2nd Place
Tech

Why It Won — our reading

In 2024 plenty of entries let the model answer numerical questions directly and fell apart under scrutiny. This one confined the model to translation, turning a question into a screener API call and letting the API produce the figures, which structurally narrows where a hallucination can enter. The conversational refinement matters too, since screening is never one question: investors arrive vague and tighten filters as results appear.

This is our own analysis based on the official announcement and the project's own materials. It is not the organizer's stated reasoning.
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