{"repo":"RyoK3N/Buck_V1","free":true,"listed":false,"github":"https://github.com/RyoK3N/Buck_V1","clone":"git clone https://github.com/RyoK3N/Buck_V1.git","description":"An agent that helps you predict the next day's stock prices using LLMs","language":"Python","stars":16,"topics":["agentic-ai","aitools","automation","data-visualization","fintech","indian-stock-exchange","indian-stock-market","macd","nse-stock-data","python"],"license":"Apache-2.0","category":"workflow-automation","readme_excerpt":"Buck An AI-powered stock analysis agent that combines technical indicators, deep learning models, sentiment analysis, and LLM reasoning to generate next-day price forecasts. Buck fetches OHLCV data, runs it through a configurable set of analysis tools, feeds the structured results to an LLM (OpenAI or any compatible API), and returns a forecast with reasoning. The whole thing ships with a React UI, a FastAPI backend, and a CLI. --- Table of Contents - How It Works - Project Structure - Setup - Running the Application - Configuration - The Tools System - The UI - Python API - CLI - Testing - Contributing - Security - License --- How It Works Each tool returns a signal (BUY / SELL / HOLD) and a strength (0.0 - 1.0). The TechnicalAnalyzer aggregates these signals and passes the full analysis context to the LLM, which synthesizes everything into a next-day OHLC forecast with confidence score and detailed reasoning. Tools use LangChain's @tool decorator so the agent can selectively invoke them. Users pick which tools to run from the UI. --- Project Structure --- Setup Prerequisites - Python 3.10+ - Node.js 18+ and npm (for the frontend) - An LLM API key (OpenAI, OpenRouter, or any OpenAI-compatible endpoint) Installation Environment Copy the example config and fill in your API key: Edit .env : Or set keys programmatically (creates/updates .env for you): --- Running the Application Full stack (recommended) This starts both servers: - Backend API at http://localhost:8000 - Frontend ","default_branch":null,"files":null,"tree":[],"storefront":"/r/RyoK3N","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/RyoK3N/Buck_V1/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}