// AI STOCK ANALYSIS

MULTI-AGENT AI
STOCK ANALYSIS.

TradingAgents launches a coordinated pipeline of AI agents to research any stock on any date. Each agent covers a distinct domain — fundamentals, technicals, sentiment, news — and a final analyst synthesises their findings into a structured Buy/Hold/Sell recommendation with a full investment plan. All reports are stored and accessible for review over time.

Launch App Learn More
7
Report Sections
Multi
Agent Pipeline
5
Rating Levels
Disk
Reports Stored

Launch a Run

Enter a ticker symbol and analysis date to start a multi-agent research run. The pipeline launches as a background subprocess. Previous runs appear in a data grid with their status, rating, and completion time. Click any run to view the full report.

meltuc.tech/apps/tradingagents/app
New Analysis Run
Ticker
NVDA
Analysis Date
2026-05-07
Run Analysis
Recent Runs
TickerDateStatusRatingCompleted
NVDA2026-05-07completedBuy4m 12s ago
AAPL2026-05-06completedHold1 day ago
TSLA2026-05-05failed2 days ago
MSFT2026-05-01completedOverweight6 days ago

Five Agents, One Decision

Each run spawns a pipeline of specialist agents. Four domain analysts produce independent reports; a final analyst synthesises them into a trade decision and investment plan. The pipeline runs as a background subprocess, typically completing in 3 to 8 minutes.

Market Analyst
Technical analysis: price action, moving averages, support/resistance, volume trends, and chart patterns over the analysis period.
Fundamentals Analyst
Earnings, revenue, margins, P/E ratios, debt levels, and balance sheet health sourced from Alpha Vantage fundamental data.
News Analyst
Recent news coverage, press releases, analyst upgrades/downgrades, and macroeconomic events relevant to the ticker.
Sentiment Analyst
Social sentiment signals, options flow indicators, short interest, and institutional positioning as of the analysis date.
Final Analyst
Synthesises all four agent reports into a final trade decision: Buy / Overweight / Hold / Underweight / Sell plus a full investment plan.

Full Report View

When a run completes, the detail view shows the final rating prominently followed by tabbed access to all seven report sections. All reports are stored as markdown files on disk and rendered for in-browser reading.

meltuc.tech/apps/tradingagents/run/a3f1c2d4
BUY
Rating
NVDA — 2026-05-07
5 agents · 7 report sections · completed in 4m 12s
Final Decision
Trade Decision
Investment Plan
Market Report
Sentiment
News
Fundamentals
FINAL DECISION: BUY
Summary: NVDA shows exceptional strength across all analysis dimensions. AI accelerator demand drives strong fundamental growth, bullish technical breakout above $900 resistance, and rising institutional ownership all support a Buy...

Key Risks: Geopolitical export restrictions, 45x forward P/E valuation, demand normalisation risk...

Entry: $880–$920 · Target: $1,100 · Stop: $820
// HOW IT WORKS

The Analysis Pipeline

TradingAgents orchestrates a sequential multi-agent workflow for every analysis run.

01
Run Launched
A UUID run ID is created and stored in the DB. A background subprocess is spawned with the ticker and date. The UI polls for status every few seconds.
02
Data Collection
Alpha Vantage API provides OHLCV price history, earnings, and fundamental data. News and sentiment data is gathered from configured sources.
03
Specialist Agents Run
Four specialist agents independently analyse their domain and write markdown reports to disk: market, fundamentals, news, and sentiment.
04
Synthesis & Decision
The Final Analyst reads all four reports and writes a Final Decision and Investment Plan. The Buy/Hold/Sell rating is extracted and synced to the DB.
05
Report Viewable
All seven markdown files are stored on disk. The run detail page renders every section in a tabbed reader. Runs remain accessible indefinitely.
// GET STARTED

Five Agents. One Decision.

Enter a ticker and date. Let the pipeline run. Get a structured Buy/Hold/Sell recommendation backed by seven detailed analyst reports.

Launch TradingAgents

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