Sevenwings26/Chrysalis_AI_Finance

Helps to make informed decision about Nigeria Stock markets # Chrysalis Finance Intelligence AI **Chrysalis Finance Intelligence AI** is a financial intelligence platform designed for Nigerian equities, combining real-time market data, portfolio simulation, and AI-powered financial decision support. It enables users to explore NGX stocks, simulate trading with a virtual wallet, and interact with an LLM-powered assistant that explains market movements and supports smarter investment decisions using Retrieval-Augmented Generation (RAG). --- ## 🚀 Core Features ### 📊 Real-Time Market Intelligence * Live integration with NGX stock market data API * Structured equity data: price, volume, sector, P/E ratio, and change metrics * Enriched analytics including recommendation signals (Buy / Sell / Hold) ### 💼 Virtual Wallet & Paper Trading * Simulated wallet system for users * Deposit, transaction tracking, and balance management * Buy/sell stock simulation without real financial risk * Full transaction history ledger ### 🧠 AI Financial Assistant (RAG-Based) * Context-aware financial chatbot * Explains stocks, trends, and financial concepts in simple language * Uses Retrieval-Augmented Generation (RAG) to ground responses in market data * Supports decision-making for buy/sell/hold scenarios ### 📈 Stock Intelligence Layer * Automated enrichment of stock data * Upside potential estimation * Recommendation engine based on market movement heuristics --- ## 🏗️ System Architecture * **Backend:** Django (Monolithic modular architecture) * **Market Data Layer:** External NGX API integration service * **Service Layer:** Provider-based design for extensible market sources * **Caching Layer:** Django cache (upgradeable to Redis) * **AI Layer:** LLM + RAG pipeline for financial reasoning * **Frontend:** Django templates (HTMX-ready architecture) --- ## 🧰 Tech Stack * Python 3.x * Django * Requests (API integration) * Django ORM * LLM (Gemini / OpenAI-compatible architecture) * RAG pipeline (vector retrieval system) * HTML/CSS/JS ( …