TradingAgents
Advisor 2.0
AI-powered desktop research terminal for market analysis, risk interpretation, tactical reports, and investment research workflows.
Research Only. Not Financial Advice.
TradingAgents Advisor 2.0 does not connect to brokers, place orders, or execute trades. All outputs are research signals, strategy suggestions, and risk interpretations. No real order execution is provided.
Bullish bias detected (0.72 confidence)
Above 50MA with RSI trending at 58
Volume confirming upward momentum
Next resistance: $205.00
Your research cockpit, one terminal.
A unified desktop workspace combining live market data, AI-driven analysis, and structured research reports.
Everything you need for investment research.
Eight integrated modules form a complete research pipeline — from market data to final report.
AI Research Workspace
A unified workspace where AI-powered research modules analyze markets, generate signals, and produce structured reports — all within a single desktop terminal.
Live Market Snapshot
Real-time market data snapshot with technical indicators, volume profiles, and rule-based alerts. Designed for rapid situational awareness before deeper research.
TradingView-Style Chart Center
Professional-grade interactive charts with candlestick patterns, drawing tools, and overlay indicators. Built for technical analysis workflows.
Strategy Suggestions
AI-generated strategy suggestions based on technical patterns, market conditions, and research module outputs. Research signals only — no automated execution.
Grid Plan Research
Advanced grid-based research module for analyzing price levels, accumulation zones, and distribution patterns. Visualize potential price grids without execution.
Options Insight
Options market research module providing volatility analysis, Greeks visualization, and options flow interpretation. Research signals for options market awareness.
AI Investment Committee
Multiple AI analyst perspectives aggregated into a committee view. Each AI analyst provides independent research signals with rationale and risk assessment.
Full Research Report
Comprehensive research report generation combining all modules into a single structured document. Includes charts, analysis, signals, and risk assessment.
From market data to research report.
A modular pipeline processes raw market data through multiple analysis layers to produce structured research output.
Market Data
Real-time and historical market data ingested through yfinance and processed into structured candle services for downstream analysis.
Candle Service
OHLCV candle data normalized across timeframes with volume profiles, pre-market/post-market filtering, and gap detection.
Indicator Engine
Technical indicator computation engine powered by pandas-ta. Generates RSI, MACD, Bollinger Bands, moving averages, and custom indicators.
Rule Engine
Rule-based snapshot generation detecting technical patterns, indicator crossovers, support/resistance levels, and volatility events.
Tactical Modules
Specialized research modules for grid planning, options analysis, strategy suggestions, and portfolio risk interpretation.
AI Investment Committee
Multiple AI analyst perspectives aggregated into a committee view with consensus scoring, dissent tracking, and risk-weighted recommendations.
Final Research Report
Comprehensive structured report synthesizing all upstream analysis into a single document with charts, signals, and risk assessment.
Market Data
Real-time and historical market data ingested through yfinance and processed into structured candle services for downstream analysis.
Candle Service
OHLCV candle data normalized across timeframes with volume profiles, pre-market/post-market filtering, and gap detection.
Indicator Engine
Technical indicator computation engine powered by pandas-ta. Generates RSI, MACD, Bollinger Bands, moving averages, and custom indicators.
Rule Engine
Rule-based snapshot generation detecting technical patterns, indicator crossovers, support/resistance levels, and volatility events.
Tactical Modules
Specialized research modules for grid planning, options analysis, strategy suggestions, and portfolio risk interpretation.
AI Investment Committee
Multiple AI analyst perspectives aggregated into a committee view with consensus scoring, dissent tracking, and risk-weighted recommendations.
Final Research Report
Comprehensive structured report synthesizing all upstream analysis into a single document with charts, signals, and risk assessment.
A terminal built for research.
Compact, high-density panels designed for professional research workflows.
Watchlist & Positions
Multi-column watchlist with real-time snapshot data, position tracking, and quick-access research triggers.
Chart Center
Professional candlestick charts with volume profiles, indicator overlays, and multi-timeframe analysis.
AI Analysis Summary
Concise AI-generated research summary with key findings, risk scores, and tactical observations.
Strategy Suggestions
Research signal feed with strategy suggestions, pattern detections, and risk-adjusted insights.
Research Report
Comprehensive multi-module research report with embedded charts, analysis, and structured findings.
Built for research, not execution.
TradingAgents Advisor 2.0 does not connect to brokers, place orders, or execute trades. It only provides research signals, strategy suggestions, risk suggestions, research alerts, and reports.
No Real Order Execution
TradingAgents Advisor 2.0 does not connect to any broker, exchange, or trading API. It cannot place orders, execute trades, or interact with live markets beyond reading data.
- No broker connections
- No order placement capabilities
- No trade execution functionality
- No API keys for trading
Research Signals Only
All outputs are labeled as research signals, strategy suggestions, and risk interpretations. These are informational tools to support your own analysis — not directives to act.
- Signals are research interpretations
- No buy/sell/exchange directives
- All output includes research disclaimers
- User retains full decision autonomy
Risk-First Interface
The interface is designed to surface risk information before any research signal. Risk scores, volatility metrics, and position sizing considerations are displayed prominently.
- Risk scores on every view
- Volatility metrics displayed first
- Position sizing research only
- Loss scenario visualizations
Research Only. Not Financial Advice.
TradingAgents Advisor 2.0 does not connect to brokers, place orders, or execute trades. All outputs are research signals, strategy suggestions, and risk interpretations. No real order execution is provided.
Built on a professional Python stack.
A carefully selected set of tools for desktop UI, market data, technical analysis, and AI integration.
Desktop App
Core desktop application framework and data layer.
Core application language
Qt for Python desktop UI framework
Chromium-based web rendering for charts
Embedded analytical database for market data
Structured research report rendering
Market & Indicators
Market data pipeline and technical analysis engine.
Market data provider
Data manipulation and analysis
Numerical computing foundation
Technical indicator library
Additional technical analysis
Vectorized backtesting
Performance analytics
AI & Reports
AI integration layer and research report generation.
Multi-agent AI research framework
Multi-model AI backend abstraction
Structured output validation
Report template engine
Ensures research-only output
Future Charting
Planned charting library upgrades for professional visualization.
Professional charting library
Python bindings for TradingView charts
Interactive visualization library
Fast scientific graphics for Qt
What we're building.
A phased development plan from core UI to advanced research capabilities.
Desktop App UI Foundation
Core desktop application shell with professional terminal-inspired interface, navigation system, and workspace layout.
- PySide6 application shell
- Dark fintech theme system
- Multi-panel workspace layout
- Navigation & tab system
- Resizable panel architecture
Live Research Engine
Real-time market data pipeline with technical indicators, rule engine, and live snapshot generation for rapid research workflows.
- yfinance data pipeline
- Technical indicator engine (pandas-ta)
- Rule-based snapshot system
- Multi-timeframe data service
- Watchlist & positions panel
Professional Chart Upgrade
Upgrading charts to TradingView Lightweight Charts with professional drawing tools, annotations, and advanced overlay capabilities.
- TradingView Lightweight Charts
- Candlestick & volume profiles
- Drawing & annotation tools
- Multi-indicator overlay system
- Chart template persistence
Reports & Consistency
Full research report generation pipeline with structured output, markdown rendering, and consistent formatting across all modules.
- Structured report templates
- Multi-module report synthesis
- Markdown & PDF export
- Embedded chart rendering
- Report version history
Advanced Research Modules
Expanded research capabilities including options analysis, grid planning, portfolio risk, and sentiment analysis modules.
- Options insight module
- Grid plan research module
- Portfolio risk analytics
- Sentiment analysis integration
- Custom research module SDK
Model Provider Layer
Flexible LLM provider architecture supporting multiple AI backends with structured output enforcement and research-only output sanitization.
- Multi-provider LLM layer
- Pydantic structured output
- Research-only output sanitizer
- Provider fallback & routing
- Local model support (Ollama)
Build your AI research workflow before making decisions.
Join the waitlist to get early access to TradingAgents Advisor 2.0.
Research Only. Not Financial Advice. No real order execution is provided.