EQUITY ANALYSIS WORKSTATION > ENTER COMMAND
US·NSE (.NS)·BSE (.BO)·LSE (.L)·XETRA (.DE)·EURONEXT (.AS/.PA)·ASX (.AX)
QUICK ANALYSIS — SELECT A STOCK
🇺🇸 US TECH
🇺🇸 US FINANCE
🇮🇳 INDIA NSE
🇬🇧 UK / LSE
🇪🇺 EUROPE
🇨🇳 CHINA / HK
HOW IT WORKSAGENTIC AI · 5-NODE LANGGRAPH PIPELINE
◈DATA FETCH
› yfinance› RSI · MACD› P/E · EPS› fundamentals
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◉NEWS INTEL
› NewsAPI› LLM sentiment› event extract› top stories
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⬡AGENTIC RAG
› EDGAR 10-K/Q› Qdrant embed› vector search› RAG retrieval
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◆REASONING
› LLM synthesis› bull case› bear case› verdict
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◇CRITIC
› fact-check› self-reflect› confidence› ≥0.75 gate
↻CRITIC self-reflects and re-queries AGENTIC RAG if confidence < 0.75 — max 2 retries, then forces output.
TECH STACKAGENTIC AI · RAG · MULTI-AGENT
AI / LLM
LangGraph· Multi-agent orchestration
LangChain· LLM chains & RAG
Llama 3.3 70B· via Groq inference
FastEmbed· ONNX vector embeddings
DATABASES
Qdrant· Vector DB · hybrid search
Supabase· PostgreSQL · report cache
DATA
yfinance· Price · fundamentals · OHLCV
NewsAPI· Real-time news sentiment
SEC EDGAR· 10-K / 10-Q filings
BACKEND / FRONTEND
FastAPI· SSE streaming backend
Next.js 14· React · App Router
Tailwind CSS· Bloomberg-style UI
Nginx· Reverse proxy · SSL
⚠ EDUCATIONAL PURPOSE ONLY — This tool is a portfolio project demonstrating AI multi-agent systems. Analysis is generated by LLMs and may be inaccurate, incomplete, or outdated. This is NOT financial advice. Always consult a qualified financial professional before making any investment decisions. Past performance does not guarantee future results.