feat: add Kronos Studio, interactive UI for Kronos foundation model#281
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sutarrohit wants to merge 1 commit intoshiyu-coder:masterfrom
Open
feat: add Kronos Studio, interactive UI for Kronos foundation model#281sutarrohit wants to merge 1 commit intoshiyu-coder:masterfrom
sutarrohit wants to merge 1 commit intoshiyu-coder:masterfrom
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Introduces Kronos Studio, a comprehensive web application for testing and visualizing Kronos model predictions. Key features include: - FastAPI server for model inference, data retrieval (Binance, yFinance, Local), and result persistence. - Next.js frontend with interactive OHLCV charts and prediction configuration. - Support for single and batch prediction modes. - Local SQLite storage for saving and revisiting prediction results. - Documentation and screenshots for setup and usage. This provides a no-code interface for researchers and developers to explore Kronos model capabilities.
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Following! This is so cool but should be a microservice frontend so it can be deployed seperate ✌️ |
Author
Already on my list now! Separate deployment for both services with proper env config is coming. |
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Kronos Studio: web ui for Kronos model inference
Overview
Kronos Studio, a full-stack web application that wraps the Kronos financial time series model in an interactive no-code interface. Researchers and developers can run predictions on crypto/stock data without writing any Python.
What's included
Screenshots
Single Prediction
Saved Results
How to test
cd server && uv sync && uv run start_server.pycd frontend && npm install && npm run build && npm run starthttp://localhost:3000, run a prediction onETHUSDT(Binance, 1h)Notes / decisions
server/db/kronos.db— not committed*, can be tightened post-merge