{"id":26610947,"url":"https://github.com/Shayan925/FinanceBro","last_synced_at":"2025-12-30T19:27:33.710Z","repository":{"id":284043961,"uuid":"953642612","full_name":"Shayan925/finance-bro","owner":"Shayan925","description":"Finance AI agent with RAG pipeline for accurate information.","archived":false,"fork":false,"pushed_at":"2025-03-23T20:29:09.000Z","size":476,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-23T21:25:50.081Z","etag":null,"topics":["oauth","postgresql","react","sqlite","supabase","taillwindcss","vite","zustand"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Shayan925.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-23T20:18:46.000Z","updated_at":"2025-03-23T20:30:55.000Z","dependencies_parsed_at":"2025-03-23T21:26:18.344Z","dependency_job_id":"3cd9d3c8-79c7-4a63-b855-af1f33ddc6bf","html_url":"https://github.com/Shayan925/finance-bro","commit_stats":null,"previous_names":["shayan925/finance-bro"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shayan925%2Ffinance-bro","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shayan925%2Ffinance-bro/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shayan925%2Ffinance-bro/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shayan925%2Ffinance-bro/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Shayan925","download_url":"https://codeload.github.com/Shayan925/finance-bro/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245196825,"owners_count":20576094,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["oauth","postgresql","react","sqlite","supabase","taillwindcss","vite","zustand"],"created_at":"2025-03-24T02:24:29.034Z","updated_at":"2025-12-30T19:27:33.671Z","avatar_url":"https://github.com/Shayan925.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FinanceBro: AI-Powered Financial Analysis Agent\n\nFinanceBro is an AI-driven financial analysis platform that leverages LLM capabilities alongside retrieval-augmented generation (RAG) pipelines and agent loops. Designed for financial analysts and up and coming \"finance bros\" that explains reasoning through natural language processing (NLP) models. The platform integrates real-time data ingestion, technical indicators, and research-driven insights to provides real-time stock analysis, portfolio recommendations, and market insights.\n\n\n![FinanceBro Screenshot](https://github.com/Shayan925/finance-bro/blob/main/Screenshot.png)\n\n\n\n\n## Features \u0026 Functionality\n### 🔍 Real-Time Financial Data Integration\n- **Stock Market Data** via Yahoo Finance API\n- **Cryptocurrency \u0026 Meme Coin Data** via DexScreener API\n- **Real Estate Market Data** using location-based inputs\n- **Financial News Sentiment Analysis** for daily market impact reports\n\n### 🎨 Interactive User Experience\n- **AI-Generated Reports**: Daily financial summaries and predictions\n- **Technical Analysis Charts**: Interactive visualizations with trend indicators\n- **Buy/Sell Recommendations**: AI-backed trading signals\n- **Customizable Investment Profile**: Users provide age, risk tolerance, and goals\n- **Personalized Research Links**: AI-generated suggestions for further exploration\n\n### 🔒 Secure \u0026 Seamless Authentication\n- **Supabase Backend** set up for database and authentication\n- **Google OAuth Integration** for secure login\n\n| Category       | Technologies                                                                 |\n|----------------|-----------------------------------------------------------------------------|\n| Frontend       | React, TypeScript, TailwindCSS, Vite                                        |\n| Backend        | Supabase, RestAPIs                           |\n| Database       | PostgreSQL                                                              |\n| Deployment     | Docker, Docker Compose                                                      |\n\n## System Architecture\n1. **User inputs investment profile details** (age, risk level, goals, location, etc.)\n2. **Chatbot processes queries** and fetches relevant financial data\n3. **AI applies sentiment analysis \u0026 technical indicators**\n4. **Results are displayed** via interactive charts, recommendations, and reports\n5. **AI-generated insights are delivered daily** based on financial trends\n6. **Secure authentication required** before sending first message\n\nThe chatbot will **cite sources and provide research links** where applicable to ensure credibility.\n\n## Future Enhancements\n- **Options Trading Support**: AI-generated strategies for derivatives\n- **Portfolio Optimization**: Personalized asset allocation suggestions\n- **AI Voice Integration**: Voice-enabled chat interactions\n- **Social Sentiment Analysis**: Reddit \u0026 Twitter finance trends monitoring\n- **Expanded Real Estate Insights**: Notifications based on news data that could affect the user's portfolio\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FShayan925%2FFinanceBro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FShayan925%2FFinanceBro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FShayan925%2FFinanceBro/lists"}