Projects / AlphaAgents / Demo

Interactive Demo

Run the multi-agent pipeline on a small ticker basket and inspect the per-agent signals, consensus debate, and backtest metrics.

Demo placeholder

Embed a hosted app (Streamlit / Hugging Face Spaces / notebook) here by replacing this block with an <iframe>.

<iframe
  src="https://your-alphaagents-app.streamlitapp.com"
  width="100%"
  height="640"
  style="border: none; border-radius: var(--radius);">
</iframe>

Try it locally

# Fast mode (no LLM required, ~2s per stock)
python run_alphaagents.py --mode quick --tickers AAPL MSFT GOOGL --fast

# Full pipeline: screen S&P 100 down to a 10-stock portfolio (LLM mode)
python -m apps.pipeline.app --universe sp100 --target-count 10 \
  --period 3mo --llm-provider openai \
  --export-pipeline artifacts/exports/pipeline.json

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