Algoswing AI
A production-ready Python CLI that runs 6 AI agents on Indian NSE market data and produces a weighted consensus trading signal.
AI-Powered Multi-Agent Market Intelligence
AlgoSwing AI is a production-ready AI trading analysis platform built for the Indian stock market. Using six specialized AI agents, it analyzes NSE market data and generates a single weighted consensus trading signal based on technical indicators, market sentiment, news, options flow, and macroeconomic factors.
Designed for traders and quantitative researchers, AlgoSwing AI transforms complex market data into clear, actionable insights.
Smarter Decisions Through AI Consensus
Instead of relying on a single strategy or indicator, AlgoSwing AI combines multiple independent analyses into one unified recommendation. Each agent evaluates the market from a different perspective, creating a balanced trading signal supported by both quantitative data and AI reasoning.
Multi-Agent Intelligence
AlgoSwingAI uses six specialized AI agents, each responsible for analyzing a different aspect of the market before contributing to the final consensus.
Fundamentals
Evaluates company valuation, sector rotation, institutional money flow, and broader market fundamentals.
Market Sentiment
Interprets market psychology using sentiment analysis combined with the principles followed by legendary traders and investors.
News & Macro
Analyzes financial news, RBI announcements, volatility, global markets, and macroeconomic events that influence price action.
Technical Analysis
Processes multiple technical indicators including RSI, MACD, EMA, SMA, Bollinger Bands, ATR, VWAP, and additional momentum signals.
Pattern Recognition
Detects chart patterns, pivot levels, support and resistance zones, and expiry-driven market behaviour.
Options Flow
Evaluates options market activity including Put-Call Ratio, Max Pain, implied volatility, and institutional positioning.
Technical Analysis and Pattern Recognition receive additional weighting to ensure the final signal is driven primarily by measurable market data.
Weighted Consensus Engine
Rather than producing isolated opinions, AlgoSwingAI combines every agent's confidence score into a single consensus model.
The final analysis includes:
Buy, Sell, or Hold recommendation
Overall confidence score
Suggested stop loss
Profit targets
Risk-to-reward ratio
Individual reasoning from every AI agent
This approach provides greater reliability than relying on any single indicator or trading methodology.
Flexible Market Analysis
AlgoSwingAI supports both portfolio-wide analysis and individual stock evaluation.
Users can:
Analyze multiple NSE indices simultaneously
Evaluate individual symbols
Import custom market datasets
Adjust capital allocation
Define investment duration
Export structured JSON reports for further automation
The platform automatically estimates missing technical indicators when complete market data is unavailable, making it adaptable to a wide range of trading workflows.
Built for Modern Quantitative Trading
Designed as a lightweight Python application, AlgoSwingAI integrates easily into research pipelines and supports multiple leading language models for AI-powered reasoning.
Its modular architecture allows traders and developers to automate market analysis while maintaining transparency into how every trading decision is generated.
Multiple Perspectives. One Trading Signal.
AlgoSwingAI brings together technical analysis, market sentiment, macroeconomic intelligence, options data, and AI reasoning into a single weighted consensus that helps traders evaluate opportunities with greater confidence.
Instead of interpreting dozens of charts and indicators manually, users receive a comprehensive market assessment backed by specialized AI agents.
Research Faster. Trade Smarter.
Whether you're analyzing major NSE indices, individual stocks, or building quantitative trading strategies, AlgoSwingAI delivers structured, explainable market intelligence that accelerates research and supports more informed trading decisions.
