Shreyas Sawant@shreyas_sawant737

The "Market Mentor" project, presented by Team Bit Rebels, introduces an innovative investment education bot leveraging data from Professor Aswath Damodaran. We created 3 models to represent Prof. Damodaran's knowledge: The vanilla RAG model, a Hype Model, and our novel modified HyDE model that is built to do away with the weaknesses of the HyDE model of poor similarity matchings. These models act as personal finance instructors who can teach the fundamentals of investing and valuations. This tool also simplifies financial analysis with a novel Text-to-SQL model, transforming user inquiries into SQL queries for efficient data extraction. It boasts personalized bots, specialized smaller models, and an intuitive, user-friendly interface that replicates expert communication styles, bypassing the need for extensive data. This technology empowers users with easy access to complex data, supporting informed decisions and strategic planning while improving with use.

🚀 Tap into OpenAI's models for diverse app needs: text and image generation, text-to-speech, vision, and more! 🧑🏻‍💻 Go one step further. Get your application ready for production using TruLens evaluations! 🤝 Work in teams of 1 to 6 members, fostering community connections! 🏆 Prize Pool: $2,500 in Cash and $2,500 in Portkey Credits! 💡 Extend beyond the Hackathon—build your startup with support and opportunities beyond the initial project.

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