Saltar al contenido principal

Research Agents

SpecModulePurpose
research.news_mineralphaswarm/agents/research/news_miner.pyMine recent news + sentiment + regulatory flags for a symbol or topic.
research.equityalphaswarm/agents/research/equity_researcher.pyLong-form equity research synthesis with hierarchical RAG citations.
research.universealphaswarm/agents/research/universe_selector.pyInteractive stock universe shaping with RAG justification.

RAG layout (per the user's research-agent spec)​

  • First-order (price / trade / performance) — bars_daily, performance.
  • Second-order (SEC, ratios, fundamentals) — sec_filings, sec_xbrl, financial_ratios, earnings_call, news_sentiment.
  • Third-order (regulatory) — cfpb_complaints, fda_*, uspto_*.

The News Miner skews toward second + third order. The Equity Researcher walks all three. The Universe Selector pulls L0 + L1 + L2.

REST + tasks​

POST /agents/research/news-miner       — async via Celery (research queue)
POST /agents/research/equity           — async via Celery
POST /agents/research/universe         — async via Celery
POST /agents/research/sync/news-miner  — synchronous variant

Celery wrappers live in alphaswarm/tasks/research_tasks.py.

Configs​

YAMLs at configs/agents/research_news_miner.yaml and friends. The in-code builders return identical specs so either path works. Edit the YAML for hot reload.